Procedia Manufacturing
Procedia Manufacturing
- 主办单位:Elsevier
- 创刊时间:2015
- 国际标准刊号:ISSN 2351-9789
2021年
                                
                                    
                                        Evaluation of laser polishing as post-processing of Inconel 625 produced by Directed Energy Deposition
                                    
                                
                                    
                                        Kandice S.B. Ribeiro;Fábio E. Mariani;Henrique T. Idogava;Gustavo C. da Silva;Zilda C. Silveira
                                        (368-374)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Comparing the performance of different extruders in the Robocasting of biopolymer-nanoparticle composites towards the fabrication of complex geometries of porous Tungsten Carbide
                                    
                                
                                    
                                        J. Bentley Bevis;Shane Dunlavey;R. Martinez-Duarte
                                        (338-342)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Estimating Johnson-Cook Material Parameters using Neural Networks
                                    
                                
                                    
                                        Nesar Ahmed Titu;Matt Baucum;Timothy No;Mitchell Trotsky;Jaydeep Karandikar
                                        (680-689)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Comparison of Early Stopping Neural Network and Random Forest for In-Situ Quality Prediction in Laser Based Additive Manufacturing
                                    
                                
                                    
                                        Matthew Behnke;Shenghan Guo;Weihong “Grace” Guo
                                        (656-663)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A GPU-based Approach for Path Planning Optimization via Travel Length Reduction
                                    
                                
                                    
                                        Michael Borish;Charles Wade
                                        (310-317)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A Kinematic Error Controller for Real-Time Kinematic Error Correction of Industrial Robots
                                    
                                
                                    
                                        Mitchell R. Woodside;Joseph Fischer;Patrick Bazzoli;Douglas A. Bristow;Robert G. Landers
                                        (705-715)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Dry machining parameter optimization for γ-TiAl with a rhombic insert
                                    
                                
                                    
                                        Ching-Tun Peng;Iqbal Shareef
                                        (162-173)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Contributions of scanning metrology uncertainty to milling force prediction
                                    
                                
                                    
                                        Timothy No;Michael Gomez;Tony Schmitz
                                        (213-222)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Quality Can Improve as Productivity Increases: Machining as Proof
                                    
                                
                                    
                                        Farhang Momeni;Jun Ni
                                        (299-309)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Design and development of spiral grooved grinding wheel and their influence on the performance of vertical surface grinding process
                                    
                                
                                    
                                        R. Vignesh;N. Arunachalam
                                        (251-259)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Advanced Surface Analysis to Identify Media-Workpiece Contact Modes in a Vibratory Finishing Processes
                                    
                                
                                    
                                        Aarush Sood;Brigid Mullany
                                        (155-161)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Application of Artificial Intelligence in Incremental Sheet Metal Forming: A Review
                                    
                                
                                    
                                        Asmaa Harfoush;Karl R. Haapala;Ali Tabei
                                        (606-617)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Effect of Ultra-High Pulse Frequency on the resolution in the Electrochemical Deposition of Nickel
                                    
                                
                                    
                                        Abishek Kamaraj;Natalie Reed;Murali Sundaram
                                        (59-63)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Efficient manufacturing processes and performance qualification via active learning: Application to a cylindrical plunge grinding platform
                                    
                                
                                    
                                        Bhaskar Botcha;Ashif Sikandar Iquebal;Satish T.S. Bukkapatnam
                                        (716-725)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A Review of the Anomalies in Directed Energy Deposition (DED) Processes & Potential Solutions - Part Quality & Defects
                                    
                                
                                    
                                        Michael Liu;Abhishek Kumar;Satish Bukkapatnam;Mathew Kuttolamadom
                                        (507-518)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A Bayesian Framework for Milling Stability Prediction and Reverse Parameter Identification
                                    
                                
                                    
                                        Aaron Cornelius;Jaydeep Karandikar;Michael Gomez;Tony Schmitz
                                        (760-772)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Relaxation of residual stress in fused filament fabrication part with in-process laser heating
                                    
                                
                                    
                                        Pu Han;Sihan Zhang;Alireza Tofangchi;Keng Hsu
                                        (466-471)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Data-driven Design of Customized Porous Lattice Sole Fabricated by Additive Manufacturing
                                    
                                
                                    
                                        Yunlong Tang;Guoying Dong;Yi Xiong;Qiusen Wang
                                        (318-326)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Multi-Material Topology Optimization Using Variable Density Lattice Structures for Additive Manufacturing
                                    
                                
                                    
                                        Vysakh Venugopal;Nathan Hertlein;Sam Anand
                                        (327-337)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Fabrication of drug-loaded ultrafine polymer fibers via solution blowing and their drug release kinetics
                                    
                                
                                    
                                        Karl Schuchard;Abhay Joijode;Vincent P. Willard;Bruce Anderson;Pierre Grondin
                                        (128-135)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Monitoring and Diagnosis of Multistage Manufacturing Processes Using Hierarchical Bayesian Networks
                                    
                                
                                    
                                        Partha Protim Mondal;Placid Matthew Ferreira;Shiv Gopal Kapoor;Patrick N Bless
                                        (32-43)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        History of NAMRI and NAMRC
                                    
                                
                                    
                                        
                                        (4-6)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A digital twin strategy for major failure detection in fused deposition modeling processes
                                    
                                
                                    
                                        Christopher M. Henson;Nathan I. Decker;Qiang Huang
                                        (359-367)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        An Implementation of OPC UA for Machine-to-Machine Communications in a Smart Factory
                                    
                                
                                    
                                        Santhana Pandiyan Muniraj;Xun Xu
                                        (52-58)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Sharpening of the diamond tool edge by the Ar ion beam machine tool
                                    
                                
                                    
                                        Takenori ONO
                                        (246-250)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Influence of the forming induced hardening on the wear behavior of aluminum gears within a metal-plastic material pairing and targeted adaption
                                    
                                
                                    
                                        A. Rohrmoser;H. Hagenah;M. Merklein
                                        (189-196)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Characterisation of drilling-induced damage in GFRP Honeycomb Sandwich Composites using Acoustic Emission
                                    
                                
                                    
                                        Rishikesan V;Bhagyesh Chaturvedi;Arunachalam N
                                        (664-672)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A Layer Image Auditing System Secured by Blockchain
                                    
                                
                                    
                                        Jinwoo Song;Young Moon
                                        (585-593)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        The affordably connected factory: A brief evaluation of sensors and hardware deployed in industrial applications
                                    
                                
                                    
                                        Russell K. Waddell;Taylor W. Fry
                                        (741-747)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Wearable shear force-sensing for augmenting manual hose connections in an automotive assembly
                                    
                                
                                    
                                        Suryanarayanan Gunasekar;Scott Kerner;Matthew Krugh;Laine Mears
                                        (782-789)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Machine Fault Diagnosis of Fused Filament Fabrication Process with Physics-Constrained Dictionary Learning
                                    
                                
                                    
                                        Yanglong Lu;Yan Wang
                                        (726-734)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Hydroforming of Ti-6Al-4V Acetabular Cups
                                    
                                
                                    
                                        K. Lalka;A. Dunn;H. Skrbis;N. Langmack;J. Budzinski
                                        (174-181)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Real-time Process Authentication for Additive Manufacturing Processes based on In-situ Video Analysis
                                    
                                
                                    
                                        Abdullah Al Mamun;Chenang Liu;Chen Kan;Wenmeng Tian
                                        (697-704)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Manufacturing Plant Layout Improvement: Case study of a High-Temperature Heat Treatment Tooling Manufacturer in Northeast Indiana
                                    
                                
                                    
                                        Behin Elahi
                                        (24-31)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Friction element riveting: a novel aluminum to aluminum joining process
                                    
                                
                                    
                                        Tyler J. Grimm;Gowtham V. Parvathy;Laine Mears
                                        (99-106)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        In-situ monitoring of Direct Energy Deposition via Structured Light System and its application in remanufacturing industry
                                    
                                
                                    
                                        Xiao Zhang;Weijun Shen;Vignesh Suresh;Jakob Hamilton;Li-Hsin Yeh
                                        (64-71)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Estimation of cBN grinding wheel condition using image sensor
                                    
                                
                                    
                                        Eddie Taewan Lee;Zhaoyan Fan;Burak Sencer
                                        (286-292)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        An Overview of Scaffolds for Retinal Pigment Epithelium Research
                                    
                                
                                    
                                        Hang Liu;Linzhi Jing;Jie Sun;Dejian Huang
                                        (492-499)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Optimizing the Expected Utility of Shape Distortion Compensation Strategies for Additive Manufacturing
                                    
                                
                                    
                                        Nathan Decker;Qiang Huang
                                        (348-358)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        The Effect of Cryogenic Cooling and Drill Bit on the Hole Quality when Drilling Magnesium-based Fiber Metal Laminates
                                    
                                
                                    
                                        R. Bertolini;E. Savio;A. Ghiotti;S. Bruschi
                                        (118-127)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Preface
                                    
                                
                                    
                                        Ihab Ragai;Robert X. Gao;Livan Fratini
                                        (1-3)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A novel melt pool mapping technique towards the online monitoring of Directed Energy Deposition operations
                                    
                                
                                    
                                        Kandice S.B. Ribeiro;Henrique H.L. Núñez;Jason B. Jones;Peter Coates;Reginaldo T. Coelho
                                        (576-584)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Mechanism of epitaxial growth of silica nanowires reinforcing agent in porous SiC scaffold
                                    
                                
                                    
                                        Ahmed El-Ghannam;Sujithra Chandrasekaran;Farjana Sultana
                                        (535-560)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Curved Layer Slicing based on Isothermal Surface
                                    
                                
                                    
                                        Yujie Shan;Dongming Gan;Huachao Mao
                                        (484-491)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Predictive Modeling of Laser Shock Peening Induced Near-Surface Residual Stress in Alumina
                                    
                                
                                    
                                        Sumair Sunny;Glenn Gleason;Karuna Sitaula;Arif Malik
                                        (80-91)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Application of image processing methods for the characterization of selected features and wear analysis in surface topography measurements
                                    
                                
                                    
                                        Przemysław Podulka
                                        (136-147)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Experimental investigation into tool wear, cutting forces, and resulting surface finish during dry and flood coolant slot milling of Inconel 718
                                    
                                
                                    
                                        M. Gueli;J. Ma;N. Cococcetta;D. Pearl;M.P. Jahan
                                        (236-245)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Direct Droplet Writing – A Novel Droplet-punching Capillary-splitting 3D Printing Method for Highly Viscous Materials
                                    
                                
                                    
                                        Yang Xu;Fangjie Qi;Xiangyun Gao;Yujie Shan;Yun Zhou
                                        (472-483)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Propagation of Johnson-Cook flow stress model uncertainty to milling force uncertainty using finite element analysis and time domain simulation
                                    
                                
                                    
                                        Timothy No;Michael Gomez;Jaydeep Karandikar;Jarred Heigel;Ryan Copenhaver
                                        (223-235)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Effect of spreading of the melt pool on the deposition characteristics in laser directed energy deposition
                                    
                                
                                    
                                        Chaitanya Vundru;Ramesh Singh;Wenyi Yan;Shyamprasad Karagadde
                                        (407-416)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Multi-Robot System for Automated Fluorescent Penetrant Indication Inspection with Deep Neural Nets
                                    
                                
                                    
                                        John Karigiannis;Shaopeng Liu;Stephane Harel;Xiao Bian;Peihong Zhu
                                        (735-740)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Manufacturing of Stereolithography Enabled Soft Tools for Point of Care Micromixing and Sensing Chambers for Underwater Vehicles
                                    
                                
                                    
                                        Edisson A. Naula;Biali Lima Rodríguez;Luis E. Garza-Castañon;J. Israel Martínez-López
                                        (443-449)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Hybrid Blockchain Architecture for Cloud Manufacturing-as-a-service (CMaaS) Platforms with Improved Data Storage and Transaction Efficiency
                                    
                                
                                    
                                        Mahmud Hasan;Kemafor Ogan;Binil Starly
                                        (594-605)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Material extrusion 3D printing of carbon material reinforced PDMS matrix composites and their mechanical properties
                                    
                                
                                    
                                        Chao Liu;Junjun Ding
                                        (450-455)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        High-speed synchrotron X-ray imaging of directed energy deposition of titanium: effects of processing parameters on the formation of entrapped-gas pores
                                    
                                
                                    
                                        Hui Wang;Benjamin Gould;Niranjan Parab;Cang Zhao;Aaron Greco
                                        (148-154)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Sustainability assessment of difficult-to-cut materials using rotary tools: a step towards sustainable machining environment
                                    
                                
                                    
                                        Waleed Ahmed;Hussien Hegab;Atef Mohany;Hossam Kishawy
                                        (92-98)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A Study of Particle Size Metrics Using Non-Spherical Feedstock for Metal Additive Manufacturing
                                    
                                
                                    
                                        Marcus Jackson;Aishwarya Deshpande;Aaron Kim;Frank Pfefferkorn
                                        (519-524)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Surface Morphology Analysis Using Convolutional Autoencoder in Additive Manufacturing with Laser Engineered Net Shaping
                                    
                                
                                    
                                        Zhangyue Shi;Soumya Mandal;Sandip Harimkar;Chenang Liu
                                        (16-23)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Assessing laser powder bed fusion system geometric errors through artifact-based methods
                                    
                                
                                    
                                        J. Berez;M. Praniewicz;C. Saldana
                                        (395-406)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Statistical Analysis of Porosity and Process Parameter Relationships in Metal Additive Manufacturing
                                    
                                
                                    
                                        S. Ball;M. Ghayoor;S. Pasebani;A. Tabei
                                        (343-347)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Power spectral analysis of surface microtopography formed in CW Laser surface texturing
                                    
                                
                                    
                                        Nakul D Ghate;Amber Shrivastava
                                        (197-203)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Quality 4.0 — Green, Black and Master Black Belt Curricula
                                    
                                
                                    
                                        Carlos A. Escobar;Debejyo Chakraborty;Megan McGovern;Daniela Macias;Ruben Morales-Menendez
                                        (748-759)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Modeling and optimization of process parameters in face milling of Ti6Al4V alloy using Taguchi and grey relational analysis
                                    
                                
                                    
                                        Al Mazedur Rahman;S M Abdur Rob;Anil K. Srivastava
                                        (204-212)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Random forest regression for predicting an anomalous condition on a UR10 cobot end-effector from purposeful failure data
                                    
                                
                                    
                                        Ethan Wescoat;Matthew Krugh;Laine Mears
                                        (644-655)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        In-situ Droplet Monitoring of Inkjet 3D Printing Process using Image Analysis and Machine Learning Models
                                    
                                
                                    
                                        Michael Ogunsanya;Joan Isichei;Santosh Kumar Parupelli;Salil Desai;Yi Cai
                                        (427-434)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        WEAR MECHANISMS OF DIAMOND-LIKE CARBON COATED TOOLS IN TAPPING OF AA6351 T6 ALUMINIUM ALLOY
                                    
                                
                                    
                                        Gustavo H.N. Fernandes;Guilherme H.F. Lopes;Lucas M.Q. Barbosa;Paulo S. Martins;Álisson R. Machado
                                        (293-298)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Image Processing-based Method for Automatic Design of Patient-Specific Cranial Implant for Additive Manufacturing
                                    
                                
                                    
                                        Vysakh Venugopal;Omkar Ghalsasi;Matthew McConaha;Alice Xu;Jonathan Forbes
                                        (375-386)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        In-Situ Print Characterization and Defect Monitoring of 3D Printing via Conductive Filament and Ohm’s Law
                                    
                                
                                    
                                        Helen Parker;Sean Psulkowski;Phong Tran;Tarik Dickens
                                        (417-426)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Micromilling-induced Surface Integrity of Porous Additive Manufactured Ti6Al4V Alloy
                                    
                                
                                    
                                        Vinay Varghese;Soham Mujumdar
                                        (387-394)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Characterization of aluminum flow during friction element welding
                                    
                                
                                    
                                        Tyler J. Grimm;Ankit Varma;Amit B. Deshpande;Laine Mears;Xin Zhao
                                        (107-117)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Influence of a local short-term heat treatment on the formability of orbital formed functional components
                                    
                                
                                    
                                        Andreas Hetzel;Marion Merklein;Michael Lechner
                                        (72-79)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Teaching Manufacturing Processes from an Innovation Perspective
                                    
                                
                                    
                                        Brian K. Paul;Laine Mears;Albert Shih
                                        (814-824)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Filling Friction Stir Welding In-Process Exit Holes in Copper Squirrel Cage Rotors for Electric Motors
                                    
                                
                                    
                                        John S. Agapiou
                                        (802-813)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Applying Task-Oriented Safety Field Calibration in Human Robot Collaborative Systems
                                    
                                
                                    
                                        Cheng Zhu;Tian Yu;Qing Chang
                                        (673-679)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Novel riser designs via 3D sand printing to improve casting performance
                                    
                                
                                    
                                        Md Moinuddin Shuvo;Guha Manogharan
                                        (500-506)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Surface extraction from micro-computed tomography data for additive manufacturing
                                    
                                
                                    
                                        Weijun Shen;Xiao Zhang;Xuepeng Jiang;Li-Hsin Yeh;Zhan Zhang
                                        (568-575)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Hatch Pattern Optimization of Powder Bed Fusion Additive Manufacturing Process for Minimizing Flatness error
                                    
                                
                                    
                                        Lun Li;Sam Anand
                                        (456-465)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Non-destructive quality monitoring of 3D printed tissue scaffolds via dielectric impedance spectroscopy and supervised machine learning
                                    
                                
                                    
                                        Shohanuzzaman Shohan;Jordan Harm;Mahmud Hasan;Binil Starly;Rohan Shirwaiker
                                        (636-643)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Data-Enabled Real-Time Modeling for Production Systems with Variable Cycle Time
                                    
                                
                                    
                                        Chen Li;Jing Huang;Qing Chang
                                        (561-567)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        An evolutionary neural network approach to machining process planning: A proof of concept
                                    
                                
                                    
                                        Niechen Chen
                                        (690-696)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Modeling in-process machining data using spatial point cloud vs. time series data structures
                                    
                                
                                    
                                        Mohammed S. Shafae;Lee J. Wells;Jaime A. Camelio
                                        (44-51)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Fabrication of Micro-channels on Polymethyl Methacrylate (PMMA) Plates by Thermal Softening Process Using Nichrome Wire: Tool Design and Surface Property Evaluation
                                    
                                
                                    
                                        T. Aravind;S. Boominathasellarajan;N. Arunachalam
                                        (182-188)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        IIoT based Augmented Reality for Factory Data Collection and Visualization
                                    
                                
                                    
                                        Jonathan Rosales;Sourabh Deshpande;Sam Anand
                                        (618-627)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Evaluation of the tool wear in the turning process of INCONEL 718 using PCD tools
                                    
                                
                                    
                                        Leonardo Rosa Ribeiro da Silva;Felipe dos Anjos Rodrigues Cam;Wisley Falco Sales;Alisson Rocha Machado
                                        (276-285)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Pervasive environmental sensing for Industry 4.0 as an educational tool
                                    
                                
                                    
                                        Matthew Krugh;Laine Mears
                                        (790-801)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Integrated method of generalized demodulation and artificial neural network for robust bearing fault recognition
                                    
                                
                                    
                                        Dongdong Liu;Weidong Cheng;Jianjing Zhang;Robert X. Gao;Weigang Wen
                                        (628-635)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Balancing trade-offs in one-stage production with processing time uncertainty
                                    
                                
                                    
                                        Wei Li;Barrie R. Nault;Jingjing You;Briscoe Bilderback
                                        (8-15)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Novel Fatigue Tester for Additively Manufactured Metals
                                    
                                
                                    
                                        Shyam-Sundar Balasubramanian;Chris Philpott;James Hyder;Mike Corliss;Bruce Tai
                                        (525-534)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Teaching Manufacturing Processes Using a Flipped Classroom Model
                                    
                                
                                    
                                        A. John Hart;Dawn Wendell;John Liu;John Lewandowski;Miguel Funes-Lora
                                        (773-781)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A Novel Iterative-Based Field Search Technique for Roundness Evaluation
                                    
                                
                                    
                                        Deep Singh;N. Arunachalam;D.S. Srinivasu
                                        (268-275)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Effect of ultrasonic vibration on the performance of deep hole drilling process
                                    
                                
                                    
                                        J. Rajaguru;N. Arunachalam
                                        (260-267)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        NAMRC 49 Fast-Tracked Research Papers to Journal of Manufacturing Systems and Journal of Manufacturing Processes
                                    
                                
                                    
                                        Ihab Ragai;Robert X. Gao;Livan Fratini
                                        (7-7)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Comparison of microstructure and properties of CoCrFeMnNi high-entropy alloy from selective laser melting and directed energy deposition processes
                                    
                                
                                    
                                        Roman Savinov;Yachao Wang;Jin Wang;Jing Shi
                                        (435-442)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Cobot attack: a security assessment exemplified by a specific collaborative robot
                                    
                                
                                    
                                        Siegfried Hollerer;Clara Fischer;Bernhard Brenner;Maximilian Papa;Sebastian Schlund
                                        (191-196)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        The use of online business models
                                    
                                
                                    
                                        Roland Schmuck
                                        (45-51)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Cost engineering in practice – Empirical investigation of cost calculation tools
                                    
                                
                                    
                                        Manuel Lutz;Frank Bodendorf;Niklas Stepanek;Jörg Franke
                                        (13-18)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Design and simulation of a flexible manufacturing system for manufacturing operations of railcar subassemblies
                                    
                                
                                    
                                        Ilesanmi Daniyan;Khumbulani Mpofu;Boitumelo Ramatsetse;Emanuel Zeferino;Giovani Monzambe
                                        (112-117)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Multi-modal interfaces for natural Human-Robot Interaction
                                    
                                
                                    
                                        Dionisis Andronas;George Apostolopoulos;Nikos Fourtakas;Sotiris Makris
                                        (197-202)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Automated identification of circular value chains and synergies
                                    
                                
                                    
                                        Luca Gentilini;Carlo Polidori;Matteo Fervorari;Marcello Colledani
                                        (76-81)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Method for quantifying the value of information for production control in cross-company value-adding networks
                                    
                                
                                    
                                        Alexander Zipfel;Daniel Herdeg;Philipp Theumer
                                        (1-6)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Developing a maturity-based workflow for the implementation of ML-applications using the example of a demand forecast
                                    
                                
                                    
                                        Felix Schreckenberg;Nikolas Ulrich Moroff
                                        (31-38)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Towards the implementation of the Digital Twin in CMM inspection process: opportunities, challenges and proposals
                                    
                                
                                    
                                        Raoudha Gaha;Alexandre Durupt;Benoit Eynard
                                        (216-221)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Adaptive AGV fleet management in a dynamically changing production environment
                                    
                                
                                    
                                        Júlia Bergmann;Dávid Gyulai;József Váncza
                                        (148-153)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A simultaneous localization and mapping algorithm for sensors with low sampling rate and its application to autonomous mobile robots
                                    
                                
                                    
                                        Krisztián Balázs Kis;János Csempesz;Balázs Csanád Csáji
                                        (154-159)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A slag prediction model in an electric arc furnace process for special steel production
                                    
                                
                                    
                                        Maialen Murua;Fernando Boto;Eva Anglada;Jose Mari Cabero;Leixuri Fernandez
                                        (178-183)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Digitalization as an enabler of the Circular Economy of electronics
                                    
                                
                                    
                                        Laura Talens Peiró;Francesco Baiguera;Andrea Maci;Marco Olivieri;Paola Villa
                                        (58-63)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Digital Manufacturing in SMEs based on the context of the Industry 4.0 framework – one approach
                                    
                                
                                    
                                        Vidosav Majstorovic;Goran Jankovic;Srdjan Zivkov;Slavenko Stojadinovic
                                        (52-57)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Thermal behavior determination for wire arc additive manufacturing process
                                    
                                
                                    
                                        Ahmet Suat Yildiz;Barış Koc;Oguzhan Yilmaz
                                        (233-237)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A scalable cost modelling architecture for evaluating the production cost-effectiveness of novel joining techniques for aircraft structures
                                    
                                
                                    
                                        Christopher Tierney;Colm Higgins;Damian Quinn;Jeroen De Backer;Chris Allen
                                        (7-12)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Digital twin technology - external data resources in creating the model and classification of different digital twin types in manufacturing
                                    
                                
                                    
                                        Csaba Ruzsa
                                        (209-215)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Production rescheduling through product quality prediction
                                    
                                
                                    
                                        Maik Frye;Dávid Gyulai;Júlia Bergmann;Robert H. Schmitt
                                        (142-147)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Gap volume prediction for aircraft wing assembly
                                    
                                
                                    
                                        Ye Yang;Yan Jin;Mark Price;Gasser Abdelal;Paul Maropoulos
                                        (227-232)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Detection of exact and near duplicates in phased-array ultrasound weld scan
                                    
                                
                                    
                                        Etienne Provencal;Luc Laperrière
                                        (263-268)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Design and development of an IoT enabled platform for remote monitoring and predictive maintenance of industrial equipment
                                    
                                
                                    
                                        Dimitris Mourtzis;John Angelopoulos;Nikos Panopoulos
                                        (166-171)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Design and additive manufacturing of a fatigue-critical aerospace part using topology optimization and L-PBF process
                                    
                                
                                    
                                        Akin Dagkolu;Istemihan Gokdag;Oguzhan Yilmaz
                                        (238-243)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        The influence of 3D printing process parameters on the mechanical performance of PLA polymer and its correlation with hardness
                                    
                                
                                    
                                        Muammel M. Hanon;József Dobos;László Zsidai
                                        (244-249)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Analysis of an assembly line by mixed integer programming and discrete event-based simulation
                                    
                                
                                    
                                        Norbert Ibriksz;Tibor Szalay;Lajos Kutrovácz;Ferenc Boór
                                        (100-105)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Industry 4.0 readiness in manufacturing: Company Compass 2.0, a renewed framework and solution for Industry 4.0 maturity assessment
                                    
                                
                                    
                                        Gábor Nick;Tibor Kovács;Andrea Kő;Botond Kádár
                                        (39-44)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        An accurate tool wear prediction method under different cutting conditions based on network architecture search
                                    
                                
                                    
                                        Jianmin Wang;Yingguang Li;Jiaqi Hua;Changqing Liu;Xiaozhong Hao
                                        (274-278)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Modelling sources of operational noise in production systems
                                    
                                
                                    
                                        Mohamed Afy-Shararah;John Patsavellas;Konstantinos Salonitis
                                        (95-99)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        An approach to airline MRO operators planning and scheduling during aircraft line maintenance checks using discrete event simulation
                                    
                                
                                    
                                        Salah Albakkoush;Emanuele Pagone;Konstantinos Salonitis
                                        (160-165)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Drilling of carbon fibre reinforced polymer (CFRP) composites: Difficulties, challenges and expectations
                                    
                                
                                    
                                        Norbert Geier;Jinyang Xu;Csongor Pereszlai;Dániel István Poór;J. Paulo Davim
                                        (284-289)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Application of the STRAY statistical learning algorithm for the evaluation of in-situ process monitoring data during L-PBF additive manufacturing.
                                    
                                
                                    
                                        Aoife C. Doyle;Darragh S. Egan;Caitríona M. Ryan;Andrew C. Parnell;Denis P. Dowling
                                        (250-256)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Robustness evaluation of production plans using Monte Carlo simulation
                                    
                                
                                    
                                        Susanne Franke;Felix Franke;Ralph Riedel
                                        (130-135)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Enhance of OEE by hybrid analysis at the automotive semi-automatic assembly lines
                                    
                                
                                    
                                        Péter Dobra;János Jósvai
                                        (184-190)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Work in Progress Level Prediction with Long Short-Term Memory Recurrent Neural Network
                                    
                                
                                    
                                        Viola Gallina;Lukas Lingitz;Johannes Breitschopf;Elisabeth Zudor;Wilfried Sihn
                                        (136-141)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Transformation of traditional assembly lines into interoperable CPPS for MES: an OPC UA enabled scenario
                                    
                                
                                    
                                        N. Szántó;G. Pedone;G. Monek;B. Háy;J. Jósvai
                                        (118-123)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A novel machine tool concept: Robotic electrochemical machining
                                    
                                
                                    
                                        Abdulkadir Cebi;Hasan Demirtas;Muhammed Turan Aslan;Oguzhan Yilmaz;Bahattin Kanber
                                        (203-208)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A two-step digitalization level assessment approach for manufacturing companies
                                    
                                
                                    
                                        Günther Schuh;Thomas Scheuer;Gábor Nick;Ádám Szaller;Tamás Várgedő
                                        (25-30)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Global supply chain quality integration strategies and the case of the Boeing 787 Dreamliner development
                                    
                                
                                    
                                        Roland Schmuck
                                        (88-94)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A two-stage decision support system for manufacturing processes integration in microfactories for electric vehicles
                                    
                                
                                    
                                        P. Stavropoulos;A. Papacharalampopoulos;C. Michail;V. Vassilopoulos;K. Alexopoulos
                                        (106-111)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Suitability of Self-Organization for Different Types of Production
                                    
                                
                                    
                                        Martin Krockert;Marvin Matthes;Torsten Munkelt
                                        (124-129)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Demand-supply matching through auctioning for the circular economy
                                    
                                
                                    
                                        Ulf Bodin;Siddhant Dhanrajani;Abdelrahman H. Abdalla;Marco Diani;Felix Klenk
                                        (82-87)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Residual stresses field estimation based on deformation force data using Gaussian Process Latent Variable Model
                                    
                                
                                    
                                        Xiaoxue Hu;Yingguang Li;Zhiwei Zhao;Changqing Liu;Konstantinos Salonitis
                                        (279-283)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A digital platform for cross-sector collaborative value networks in the circular economy
                                    
                                
                                    
                                        John Soldatos;Nikos Kefalakis;Angela-Maria Despotopoulou;Ulf Bodin;Andrea Musumeci
                                        (64-69)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Roughness prediction of laser cut edges by image processing and artificial neural networks
                                    
                                
                                    
                                        Alberto Tomás García;Nikita Levichev;Vitalii Vorkov;Gonçalo Costa Rodrigues;Dirk Cattrysse
                                        (257-262)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Lean industry 4.0: a digital value stream approach to process improvement
                                    
                                
                                    
                                        Daniel Arey;Chi Hieu Le;James Gao
                                        (19-24)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Enabling cross-sectorial, circular economy transition in SME via digital platform integrated operational services
                                    
                                
                                    
                                        Gianfranco Pedone;Richárd Beregi;Krisztián Balázs Kis;Marcello Colledani
                                        (70-75)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A modified Weibull model for service life prediction and spare parts forecast in heat treatment industry
                                    
                                
                                    
                                        Klaudia Kovacs;Fazel Ansari;Wilfried Sihn
                                        (172-177)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Requirements analysis for automating product testing in aerospace manufacturing
                                    
                                
                                    
                                        Mohammed Elsouri;James Gao;Alister Wilson;Lancelot Martin;Robin Pyee
                                        (222-226)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Surface roughness prediction model of GH4169 superalloy abrasive belt grinding based on multilayer perceptron(MLP)
                                    
                                
                                    
                                        Guijian Xiao;Jiazheng Xing;Youdong Zhang
                                        (269-273)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        New Knowledge Management framework for manufacturing SMEs working in strictly regulated sectors
                                    
                                
                                    
                                        Sam John Abraham
                                        (290-295)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Open source systems and 3D computer design applicable in the dental medical engineering Industry 4.0 – sustainable concept
                                    
                                
                                    
                                        Beata Mrugalska;Tihomir Dovramadjiev;Diana Pavlova;Rusko Filchev;Mariana Stoeva
                                        (296-301)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        The DigiPrime KPIs’ framework for a circular economy transition in the automotive industry
                                    
                                
                                    
                                        Eleni Kanellou;Konstantinos Alexakis;Panagiotis Kapsalis;Panagiotis Kokkinakos;Dimitris Askounis
                                        (302-307)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        The Impact of Logistics 4.0 on Performance in Manufacturing Companies: A Pilot Study
                                    
                                
                                    
                                        Manuel Woschank;Patrick Dallasega
                                        (487-491)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Comparing software frameworks of Augmented Reality solutions for manufacturing
                                    
                                
                                    
                                        Sri Sudha Vijay Keshav Kolla;Andre Sanchez;Peter Plapper
                                        (312-318)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Application and role of ergonomic innovations in small and medium-sized enterprises
                                    
                                
                                    
                                        Aleksandra Dewicka-Olszewska
                                        (521-526)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Cognitive Human-Robot-Collaboration in Assembly: A Framework for Cognitive Interaction Planning and Subject Study
                                    
                                
                                    
                                        Longfei Han;Simiao Yang;Quirin Tyroller
                                        (24-31)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Agents of innovation: Clusters in Industry 4.0
                                    
                                
                                    
                                        Mariza Tsakalerou;Saltanat Akhmadi
                                        (319-327)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Digital twin-driven decision support system for opportunistic preventive maintenance scheduling in manufacturing
                                    
                                
                                    
                                        Anis Assad Neto;Bruna Sprea Carrijo;João Guilherme Romanzini Brock;Fernando Deschamps;Edson Pinheiro de Lima
                                        (439-446)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Process design and evaluation for the automation of interphase insulation for distributed windings
                                    
                                
                                    
                                        Alexander Mahr;Maximilian Kneidl;Johannes Regler;Jörg Franke
                                        (226-231)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Mapping the microstructure evolution of nickel deformed by orthogonal cutting
                                    
                                
                                    
                                        Luis Felipe Hernández Rivera;Sepideh Abolghasem;Fabio Arturo Rojas Mora
                                        (238-246)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Testing Platform of Chains and Sprockets for Conveyer System Designs
                                    
                                
                                    
                                        Zhuming Bi;Bongsu Kang
                                        (96-101)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        After sales service: key settings for improving profitability and customer satisfaction
                                    
                                
                                    
                                        C.G.S. Rebelo;M.T. Pereira;J.F.G. Silva;L.P. Ferreira;J.C. Sá
                                        (463-470)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Innovation Propensity and Firm Size: Evidence from Manufacturing
                                    
                                
                                    
                                        Saltanat Akhmadi;Mariza Tsakalerou
                                        (543-549)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        An Auto-weighting FWI Fuzzy Collaborative Intelligence Approach for Forecasting DRAM Yield
                                    
                                
                                    
                                        Toly Chen;Chi-Wei Lin;Yi-Chi Wang
                                        (102-109)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A simulation study of local powder bed gas shielding in Selective Laser Sintering / Melting machines
                                    
                                
                                    
                                        Iason Sideris;George-Christopher Vosniakos
                                        (88-95)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A Framework of Dynamic Data Driven Digital Twin for Complex Engineering Products: the Example of Aircraft Engine Health Management
                                    
                                
                                    
                                        Zhenhua Wu;Jianzhi Li
                                        (139-146)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Building Blocks for Blockchain Adoption in Digital Transformation of Sustainable Supply Chains
                                    
                                
                                    
                                        Funlade T Sunmola;Patrick Burgess;Albert Tan
                                        (513-520)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Pick capacity model for cutting machine tools stored in a next generation Vertical Storage Machine
                                    
                                
                                    
                                        Pieter Vanhauwermeiren;Marc Juwet;Eric Demeester
                                        (479-486)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Using Model Based Design as an Enabler for Digital Validation of Discrete State Machines in Regulated Manufacturing Environments
                                    
                                
                                    
                                        D.J. McCarthy;E.P. Hinchy;N.P. O’Dowd;C.T. McCarthy;D. McMorrow
                                        (365-370)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        UAVs for Industrial Applications: Identifying Challenges and Opportunities from the Implementation Point of View
                                    
                                
                                    
                                        Dimitris Mourtzis;John Angelopoulos;Nikos Panopoulos
                                        (183-190)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Natural Language Processing for comprehensive service composition in cloud manufacturing systems
                                    
                                
                                    
                                        Hamed Bouzary;F. Frank Chen;Mohammad Shahin
                                        (343-349)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Improving Lean Manufacturing Systems and Tools Engagement Through the Utilisation of Industry 4.0, Improved Communication and a People Recognition Methodology in a UK Engine Manufacturing Centre
                                    
                                
                                    
                                        M.G. McKie;R. Jones;J. Miles;I.R. Jones
                                        (371-382)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Stable Allocation of Services in Public Cloud Manufacturing Platforms: A Game Theory View
                                    
                                
                                    
                                        Jalal Delaram;Mahmoud Houshamnd;Farid Ashtiani;Omid Fatahi Valilai
                                        (306-311)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Panorama Image Based Code-Free Programming of Robotic Operations
                                    
                                
                                    
                                        Alexander Viktor Pöschl;Markus Ikeda;Andreas Pichler
                                        (2-8)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Design of a Test Rig for Tuning and Optimization of High Dynamics Servo-Mechanisms Employed in Manufacturing Automation
                                    
                                
                                    
                                        Mattia Belloni;Pietro Bilancia;Roberto Raffaeli;Margherita Peruzzini;Marcello Pellicciari
                                        (48-55)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Demand forecasting methods for spare parts logistics for aviation: a real-world implementation of the Bootstrap method
                                    
                                
                                    
                                        M. Baisariyev;A. Bakytzhanuly;Y. Serik;B. Mukhanova;M.Z. Babai
                                        (500-506)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A decision-making framework for the design of local production networks under largescale disruptions
                                    
                                
                                    
                                        Yousef Haddad;Konstantinos Salonitis;Christos Emmanouilidis
                                        (393-400)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Information Asymmetry in Product-Service System Design - Example of the Pharmaceutical Industry
                                    
                                
                                    
                                        Mariusz Salwin;Michał Andrzejewski;Andrzej Kraslawski
                                        (282-289)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Development of a Morphological Box to Describe Worker Assistance Systems in Manufacturing
                                    
                                
                                    
                                        Lennart Späker;Benedikt G. Mark;Erwin Rauch
                                        (168-175)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Inventory control models for spare parts in aviation logistics
                                    
                                
                                    
                                        Z. Kenzhevayeva;A. Katayeva;K. Kaikenova;A. Sarsembayeva;M.Z. Babai
                                        (507-512)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Manufacturing Process Innovation Deployment Readiness from an Extended People, Process, and Technology Framework Viewpoint
                                    
                                
                                    
                                        Funlade T. Sunmola;Alireza Javahernia
                                        (409-416)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Knowledge Based Accuracy Improvement in Programming by Demonstration of Point Based Processes
                                    
                                
                                    
                                        Markus Ikeda;Naresh Chitturi;Markus Ganglbauer;Andreas Pichler
                                        (16-23)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Numerical validation of cohesive laws for adhesive layers with varying thickness in bonded structures
                                    
                                
                                    
                                        R.P.R.O. Antunes;R.D.S.G. Campilho;F.J.G. Silva;A.L.N. Vieira
                                        (213-220)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A Human-Robot Interface for Industrial Robot Programming using RGB-D Sensor
                                    
                                
                                    
                                        K. Arsenopoulos;P. Benardos
                                        (9-15)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Trends for Low-Cost and Open-Source IoT Solutions Development for Industry 4.0
                                    
                                
                                    
                                        Antti Martikkala;Joe David;Andrei Lobov;Minna Lanz;Iñigo Flores Ituarte
                                        (298-305)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A TOGAF-based Framework for the Development of Sustainable Product-Service Systems
                                    
                                
                                    
                                        Kaio Vasconcelos de Oliveira;Ederson Carvalhar Fernandes;Milton Borsato
                                        (274-281)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Exploring the optimal condition-based maintenance policy under the gamma degradation process
                                    
                                
                                    
                                        David Han
                                        (132-138)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A systematic approach for planning, analyzing and evaluating internal material provision
                                    
                                
                                    
                                        Meike Herbert;Pascal Heinlein;Jens Fürst;Jörg Franke
                                        (447-454)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A method for cutting force estimation through joint current signals in robotic machining
                                    
                                
                                    
                                        Panagiotis Stavropoulos;Harry Bikas;Thanassis Souflas;Mani Ghassempouri
                                        (124-131)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Evaluation of microstructural complex geometry of robot laser hardened materials through a genetic programming model
                                    
                                
                                    
                                        M. Babič;G. Lesiuk;D. Marinkovic;M. Calì
                                        (253-259)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Identifying Challenges Related to Industry 4.0 in Five Manufacturing Companies
                                    
                                
                                    
                                        Ramona Dogea;Roland Stolt
                                        (328-334)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Making Additively Manufactured Cores with Conformal Tooling Directly on a Die-base
                                    
                                
                                    
                                        Roland Stolt;Milad Ashour Pour;Dimitrios Siafakas
                                        (200-204)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Worker assistance systems in the automotive prototype assembly – A case study
                                    
                                
                                    
                                        Stephan Rupp;Rainer Müller
                                        (350-357)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Surface pretreatment for adhesive bonding by conventional methods and lasers: a comparative study on human and environmental safety
                                    
                                
                                    
                                        Barbara Ciecińska
                                        (550-554)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Digital game-based examination for sensor placement in context of an Industry 4.0 lecture using the Unity 3D engine – a case study
                                    
                                
                                    
                                        Julian Koch;Martin Gomse;Thorsten Schüppstuhl
                                        (563-570)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Positioning sustainable automation in production of customized products
                                    
                                
                                    
                                        Kerstin Johansen;Milad Ashourpour;Sagar Rao
                                        (358-364)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Comparison of nominal and real 2D contours of manufactured products using Ant Colony Optimisation of shape landmarks
                                    
                                
                                    
                                        Emmanuel Stathatos;George-Christopher Vosniakos
                                        (154-159)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Simulation and Control of a Cyber-Physical System under IEC 61499 Standard
                                    
                                
                                    
                                        Adriano A. Santos;António Ferreira da Silva
                                        (72-79)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Quality Prediction of Continuous Ultrasonic Welded Seams of High-Performance Thermoplastic Composites by means of Artificial Intelligence
                                    
                                
                                    
                                        D. Görick;L. Larsen;M. Engelschall;A. Schuster
                                        (116-123)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        An OPC UA Model of the Skill Execution Interaction Protocol for the Active Asset Administration Shell
                                    
                                
                                    
                                        Aleksandr Sidorenko;Magnus Volkmann;William Motsch;Achim Wagner;Martin Ruskowski
                                        (191-199)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Design of a thermoplastic micro over injection machine for the automotive component industry
                                    
                                
                                    
                                        A.L.N. Vieira;R.D.S.G. Campilho;F.J.G. Silva;N.M.S. Faria;L.P. Ferreira
                                        (56-63)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Parametric and reinforcement learning control for degrading multi-stage systems
                                    
                                
                                    
                                        Panagiotis D. Paraschos;Georgios K. Koulinas;Dimitrios E. Koulouriotis
                                        (401-408)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Bayesian inference for the simple step-stress accelerated life tests under order-restriction
                                    
                                
                                    
                                        Crystal Wiedner;David Han
                                        (147-153)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Framework for implementation of Enterprise Resource Planning (ERP) Systems in Small and Medium Enterprises (SMEs): A Case Study
                                    
                                
                                    
                                        O. Alaskari;R. Pinedo-Cuenca;M.M. Ahmad
                                        (424-430)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        MUL 4.0: Systematic Digitalization of a Value Chain from Raw Material to Recycling
                                    
                                
                                    
                                        Benjamin James Ralph;Manuel Woschank;Philipp Miklautsch;Alexander Kaiblinger;Corina Pacher
                                        (335-342)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        The relevance of space analysis in warehouse management
                                    
                                
                                    
                                        C.G.S. Rebelo;M.T. Pereira;F.J.G. Silva;L.P. Ferreira;J.C. Sá
                                        (471-478)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Assembly of film coverlays: development of a configurable gripper for process automation
                                    
                                
                                    
                                        Marcello Valori;Vito Basile;Serena Ruggeri;Gianmauro Fontana;Simone Pio Negri
                                        (80-87)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Smart Material Delivery Unit for the Production Supplying Logistics of Aircraft
                                    
                                
                                    
                                        Daniel Schoepflin;Julian Koch;Martin Gomse;Thorsten Schüppstuhl
                                        (455-462)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Decision Models for Supplier Selection in Industry 4.0 Era: A Systematic Literature Review
                                    
                                
                                    
                                        Carlos H.L. Resende;Carla A.S. Geraldes;Francisco Rodrigues Lima
                                        (492-499)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Examination for post-sharpening adjustment of cutting edge of a worm gear hob with circle arched profile in axial section
                                    
                                
                                    
                                        Zsuzsa Balajti;József Ábel;Illés Dudás
                                        (260-265)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Bayesian Inference-based Approach for Sustainable Product Design Risk Assessment
                                    
                                
                                    
                                        Christian Enyoghasi;Fazleena Badurdeen
                                        (290-297)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Comparison of creasing and scoring in the manufacturing of folding cartons
                                    
                                
                                    
                                        Ville Leminen;Arvo Niini;Panu Tanninen;Sami Matthews
                                        (221-225)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Electrical Energy Consumption Interface in Modular Skill-Based Production Systems with the Asset Administration Shell
                                    
                                
                                    
                                        William Motsch;Aleksandr Sidorenko;Alexander David;Pascal Rübel;Achim Wagner
                                        (535-542)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Geometric Reasoning enabled One Shot Learning for Robotic Tasks
                                    
                                
                                    
                                        Markus Ikeda;Markus Ganglbauer;Naresh Chitturi;Andreas Pichler
                                        (32-39)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A simulation driven development framework for parallel kinematics
                                    
                                
                                    
                                        Lukas Bath;Thorsten Schüppstuhl
                                        (64-71)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        QR code-based material flow monitoring in a subcontractor manufacturer network
                                    
                                
                                    
                                        Jaakko Peltokorpi;Lauri Isojärvi;Kai Häkkinen;Esko Niemi
                                        (110-115)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Proposed solution to eliminate pitch fluctuation in case of conical screw surface machining by apex adjustment
                                    
                                
                                    
                                        Zsuzsa Balajti;Zoltán Mándy
                                        (266-273)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Hybrid Environment Reconstruction Improving User Experience and Workload in Augmented Virtuality Teleoperation
                                    
                                
                                    
                                        Andreas Blank;Emir Kosar;Engin Karlidag;Qiang Guo;Sebastian Kohn
                                        (40-47)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Evaluating the effects of inventory stockouts in the performance of production control systems
                                    
                                
                                    
                                        Ana Sofia Fernandes;Célia Marina Oliveira;Hugo Miguel Costa;Joana Margarida Coelho;Leonilde Rocha Varela
                                        (417-423)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        The Loop Gripper: A Soft Gripper for Honeycomb Materials
                                    
                                
                                    
                                        Franziska Roth;Henrik Eschen;Thorsten Schüppstuhl
                                        (160-167)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Environment representation and path planning for unmanned aircraft in industrial indoor applications
                                    
                                
                                    
                                        Markus Lieret;Matthias Kalenberg;Christian Hofmann;Jörg Franke
                                        (176-182)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Education and training of manufacturing and supply chain processes using business simulation games
                                    
                                
                                    
                                        Roland Schmuck
                                        (555-562)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Stereolithography (SLA) utilised to print injection mould tooling in order to evaluate thermal and mechanical properties of commercial polypropylene
                                    
                                
                                    
                                        Michael Hopkins;Suzan Gunbay;Conor Hayes;Vicente F. Moritz;Evert Fuenmayor
                                        (205-212)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Analysis of paperboard creasing properties with a novel device
                                    
                                
                                    
                                        Panu Tanninen;Sami Matthews;Ville Leminen;Juha Varis
                                        (232-237)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        A machine learning-based framework for data mining and optimization of a production system
                                    
                                
                                    
                                        Georgios Koulinas;Panagiotis Paraschos;Dimitrios Koulouriotis
                                        (431-438)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Reconfiguration of assembly lines using Lean Thinking in an electronics components’ manufacturer for the automotive industry
                                    
                                
                                    
                                        N.M. Bastos;A.C. Alves;F.X. Castro;J. Duarte;L.P. Ferreira
                                        (383-392)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Implementing Digitalised Lean Manufacturing Training in a UK Engine Manufacturing Centre During the SARS-CoV2 Pandemic of 2020
                                    
                                
                                    
                                        M.G. McKie;R. Jones;J. Miles;I.R. Jones
                                        (571-579)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Optimizing the metastability of high-strength ultrafine grained microstructure from large strain machining
                                    
                                
                                    
                                        Sepideh Abolghasem;Luis Felipe Hernández Rivera;Shashank Shekhar
                                        (247-252)
                                    
                                            
                                         
                                    
                                    
                                    
                                
                                
                                    
                                        Virtual training for assembly tasks: a framework for the analysis of the cognitive impact on operators
                                    
                                
                                    
                                        Agnese Brunzini;Fabio Grandi;Margherita Peruzzini;Marcello Pellicciari
                                        (527-534)
                                    
                                            
                                         
                                    
                                    
                                    
                                


