index - Artificial Intelligence for Sustainable and Resilient Production Systems PART IV, IFIP WG 5.7 International Conference, APMS 2021

Table of Contents
Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems *Alexandre Dolgui, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero*	Front Matter
Artificial Intelligence Based Optimization Techniques for Demand-Driven Manufacturing
Goods and Activities Tracking Through Supply Chain Network Using Machine Learning Models *Lahcen Tamym , Ahmed Nait Sidi Moh , Lyes Benyoucef , Moulay Driss El Ouadghiri*	1-12
Long Term Demand Forecasting System for Demand Driven Manufacturing *Sleiman Rita , Kim Phuc Tran, Thomassey Sébastien*	13-20
FBD_Bmodel Digital Platform: A Web-Based Application for Demand Driven Fashion Supply Chain *Sebastien Thomassey, Xianyi Zeng*	21-30
Data-Driven Approach for Credit Card Fraud Detection with Autoencoder and One-Class Classification Techniques *Abdoul-Fatao Ouedraogo, Cédric Heuchenne, Quoc-Thông Nguyen, Hien Tran*	31-38
A Model for a Multi-level Disassembly System Under Random Disassembly Lead Times *Ilhem Slama, Oussama Ben-Ammar, Alexandre Dolgui*	39-50
Hybrid Approaches for Production Planning and Scheduling
Scheduling of Parallel 3D-Printing Machines with Incompatible Job Families: A Matheuristic Algorithm *Mohammad Rohaninejad, Zdeněk Hanzálek, Reza Tavakkoli-Moghaddam*	51-61
An Iterated Greedy Matheuristic for Scheduling in Steelmaking-Continuous Casting Process *Juntaek Hong, Kwansoo Lee, Kangbok Lee, Kyungduk Moon*	62-72
Hybridization of mixed-integer linear program and discrete event systems for robust scheduling on parallel machines *Alexis Aubry, Pascale Marangé, David Lemoine , Sara Himmiche , Sylvie Norre*	73-80
An Unrelated Parallel Machines Rescheduling Problem: An Industrial Case Study *Alice Berthier , Alice Yalaoui, Hicham Chehade, Farouk Yalaoui, Lionel Amodeo, Christian Bouillot*	82-91
Tactical Planning and Predictive Maintenance: Towards an Integrated Model Based on $\epsilon$-reliability *David Lemoine, Bruno Castanier*	92-104
Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0
Comparison between product and process oriented Zero-Defect Manufacturing (ZDM) approaches *Foivos Psarommatis, Dimitris Kiritsis*	105-112
Industry 4.0: An Indian Perspective *Anbesh Jamwal, Rajeev Agrawal, Monica Sharma, Saurabh Pratap*	113-123
Opportunities of Blockchain Traceability Data for Environmental Impact Assessment in a Context of Sustainable Production *Vincent Carrières, Andrée-Anne Lemieux, Robert Pellerin*	124-133
Demand Forecasting for an Automotive Company with Neural Network and Ensemble Classifiers Approaches *Eleonora Bottani, Monica Mordonini, Beatrice Franchi, Mattia Pellegrino*	134-142
A Deep Learning Algorithm for the Throughput Estimation of a CONWIP Line *Silvestro Vespoli, Andrea Grassi, Guido Guizzi, Valentina Popolo*	143-151
Dynamic scheduling in a flow shop using Deep Reinforcement Learning *Maria Grazia Marchesano, Guido Guizzi, Liberatina Carmela Santillo, Silvestro Vespoli*	152-160
A Text Understandability Approach for Improving Reliability-Centered Maintenance in Manufacturing Enterprises *Theresa Madreiter, Linus Kohl, Fazel Ansari*	161-170
Manufacturing Strategy Dimensions as I4.0 Performance Antecedents in Developing Economies *Amit Kumar Gupta, Narain Gupta*	171-179
Exploring Interdependency Effects of Production Orders as Central Impact Factors of Logistics Performance in Manufacturing Systems *Victor Vican, Julia Arlinghaus*	180-187
Design of a Li-Fi Transceiver for Distributed Factory Planning Applications *Vasu Dev Mukku, Sebastian Lang, Tobias Reggelin, Paul Reichardt*	188-197
Metamodeling of Deteriorating Reusable Articles in a Closed Loop Supply Chain *Eoin Glennane, John Geraghty*	198-207
Risk Assessment and Mitigation for Industry 4.0: Implementation of a Digital Risk Quick Check *Julia Arlinghaus, Falko Bendik*	208-217
Digital Twin Framework for Machine Learning-Enabled Integrated Production and Logistics Processes *Noel P. Greis, Monica L. Nogueira, Wolfgang Rohde*	218-227
A Smart Contracts and Tokenization Enabled Permissioned Blockchain Framework for the Food Supply Chain *Akshay Patidar, Monica Sharma, Rajeev Agrawal, Kuldip Singh Sangwan*	228-235
Learning and Robust Decision Support Systems for Agile Manufacturing environments
Due Date-Related Order Prioritization for Scheduling with Decision Support in Dynamic Environments *Michael Bojko, Susanne Franke, Luigi Pelliccia, Ralph Riedel*	239-248
Knowledge Graphs in Digital Twins for AI in Production *Pieter Lietaert, Bart Meyers, Johan Van Noten, Joren Sips, Klaas Gadeyne*	249-257
Smart Short Term Capacity Planning: A Reinforcement Learning Approach *Manuel Schneckenreither, Sebastian Windmueller, Stefan Haeussler*	258-266
Reactive Scheduling by Intelligent DSS *Yumin He, Yaohu Lin, Hongbo Liu, Mengpeng Guo*	267-274
Worker in the Loop: A Framework for Enabling Human-Robot Collaborative Assembly *Sotiris Makris, Panagiotis Angelakis, George Veloudis, Christos Gkournelos, Sotiris Makris*	275-283
Decision Support on the Shop Floor Using Digital Twins *Franz Georg Listl, Jan Fischer, Roland Rosen, Annelie Sohr, Jan C. Wehrstedt, Michael Weyrich*	284-292
A Taxonomy for Resistance Concepts in Manufacturing Networks *Ferdinand Deitermann, Thomas Friedli*	293-302
Real-Time Machine Learning Automation Applied to Failure Prediction in Automakers Supplier Manufacturing System *Arthur Beltrame Canciglierie, Tainá da Rocha, Anderson L. Szejka, Leandro Dos Santos Coelho, Osiris Junior Canciglieri Canciglieri*	303-310
Resilient Project Scheduling Using Artificial Intelligence: A Conceptual Framework *Sarrah Dahmani, Oussama Ben-Ammar, Aida Jebali*	311-320
Towards Development Platforms for Digital Twins: A Model-Driven Low-Code Approach *Judith Michael , Andreas Wortmann*	321-332
Low-Code and Model-Driven Engineering for Production System
Towards Development Platforms for Digital Twins: A Model-Driven Low-Code Approach *Judith Michael, Andreas Wortmann*	333-341
A Low-Code Development Environment to Orchestrate Model Management Services *Arsene Indamutsa, Davide Di Ruscio, Alfonso Pierantonio*	342-350
Towards Twin-Driven Engineering: Overview of the State-of-the-Art and Research Directions *Massimo Tisi, Hugo Bruneliere, Juan de Lara, Davide Di Ruscio, Dimitris Kolovos*	351-362
Meta-Heuristics and Optimization Techniques for Energy-Oriented Manufacturing Systems
Developing a Bi-objective Model to Configure a Scalable Manufacturing Line Considering Energy Consumption *Atefeh Jamiri, Mehdi Mahmoodjanloo, Armand Baboli*	363-371
Single Machine Order Acceptance Scheduling with Periodic Energy Consumption Limits *Mariam Bouzidi, Oussama Masmoudi, Alice Yalaoui*	372-377
A MILP Model for Energy-Efficient Job Shop Scheduling Problem and Transport Resources *S. Mahdi Homayouni, Dalila Fontes*	378-386
Designing Bioenergy Supply Chains Under Social Constraints *Sobhan Razm, Nadjib Brahimi, Alexandre Dolgui, Ramzi Hammami*	387-396
Metaheuristics for Production Systems
Multi-objective Genetic Algorithm to Reduce Setup Waste in a Single Machine with Coupled-Tasks Scheduling Problem *Corentin Le Hesran, Anne-Laure Ladier, Valérie Botta-Genoulaz*	399-408
Tabu Search Algorithm for Single and Multi-model Line Balancing Problems *Mohamed Amine Abdeljaouad, Nathalie Klement*	409-415
A Distributed Model for Manufacturing Scheduling: Approaching the EDGE *Pedro Coelho, Cristovão Silva*	416-423
Scheduling Jobs on Unrelated Machines with Job Splitting and Setup Resource Constraints for Weaving in Textile Manufacturing *Ioannis Mourtos, Stavros Vatikiotis, Georgios Zois*	424-434
Comparison of Metaheuristics and Exact Method for the Dynamic Line Rebalancing Problem *Mohand Lounes Bentaha, Salma El Abdellaoui*	435-446
Modern Analytics and New AI-Based Smart Techniques for Replenishment and Production Planning Under Uncertainty
A Probabilistic Estimation of Perfect Order Parameters *Valery Lukinskiy, Vladislav Lukinskiy, Boris Sokolov, Darya Bazhina*	447-454
Inventory and Commitment Decisions for On-Demand Warehousing System *Junhyeok Lee, Junseok Park, Ilkyeong Moon*	455-463
Effect of Informed Demand Lead Time Under Imperfect Advance Demand Information *Koichi Nakade, Tsubasa Seino*	464-474
Tool for Nervousness Analysis in a Rolling Planning Environment via Historical Data *Walid Khellaf, Jacques Lamothe, Romain Guillaume*	475-484
A Preliminary Overview of Ramp-Up Management Practices in Crisis Context *Doae Riffi Maher, Khaled Medini*	484-493
Optimization of a Periodic Review Joint Replenishment Policy for a Stochastic Inventory System> *Lei Wang, Haoxun Chen*	493-501
CGA-Based Optimal (r, Q) Policy Tuning in Goods Distribution Systems with Complex Topologies *Łukasz Wieczorek, Przemysław Ignaciuk*	502-510
System Identification for Manufacturing Control Applications
Multi-step Problem of Inventory Control with Returns *Alexander Mandel, Sergey Granin*	521-527
Expert-Classification Methods for Estimation of the Structure and Parameters of Controlled Queueing Systems *Alexander Mandel, Sergey Granin, Viktor Laptin*	528-534
Simulation Experiment in a Virtual Laboratory Environment as a Ground for Production Competencies Acquiring *Natalia Bakhtadze, Oleg Zaikin, Andrzey Żylawski*	535-545
Identification of Nonlinear Dynamic Systems Structured by Expanded Wiener Model *Besarion Shanshiashvili, Beka Avazneli*	546-554
Data Analysis and Production Process Control *Bo Yang, Yumin He, Honghao Yin*	555-562
Management Projects for Digital Ecosystems of Automotive Enterprises: Truck Sharing *Natalia Bakhtadze, Denis Elpashev, Alexandre Suleykin, Rustem Sabitov, Gulnara Smirnova, Mikhail Kuchinskii, Shamil Sabitov*	563-571
Formation of Work Plans and Schedules at Enterprises with Conveyor Assembly *E. N. Khobotov, M. A. Ermolova*	572-579
Resolution Estimates for Selected Coordinate Descent: Identification of Seismic Structure in the Area of Geothermal Plants *Tatyana A. Smaglichenko, Alexander Smaglichenko*	580-588
Product Quality Improvement Based on Process Capability Analysis *Na Zhao, Yumin He, Mingxin Zhang, Gaosheng Cui, Fuman Pan*	589-595
Software Architecture for an Active Device Driver in Reconfigurable Manufacturing Systems *Jeongha Shin, Duck Young Kim*	596-603
Price-to-Quality Ratio Dependent Demand: Keeping the Intensity of Demand Constant *Anna V. Kitaeva, Natalia V. Stepanova, Alexandra O. Zhukovskaya*	604-609
Identification of Integrated Rating Mechanisms on Complete Data Sets *Nikolay Korgin, Vladimir Sergeev*	610-616
Application of Linear Random Processes to Construction of Diagnostic System for Power Engineering Equipment *Valerij Zvaritch, Mykhailo Myslovych, Yuri Gyzhko*	617-622
Construction of Multi-step Price Forecasts in Commodity Markets Based on Qualitative and Quantitative Data Analysis Methods *Zinaida K. Avdeeva, Elena A. Grebenyuk, Svetlana V. Kovriga*	623-631
The Future of Lean Thinking and Practice
More Checks for Less Waste in the Lamination Process of a Shipbuilding Company Pursuing Lean Thinking *Inês Freitas, Isabelle Leão, João Eduardo Marinho, Leonor Pacheco, Margarida Gonçalves, Maria João Castro, Pedro Duarte Silva, Rafael Moreira, Anabela C. Alves*	635-644
Implementation of 5S+S for Knowledge Work in Engineering Projects *Daria Larsson, R. Ratnayake*	645-655
A Lean Approach for Multi-criteria Decision-Making in Public Services’ Strategy Deployment *F. P. Santhiapillai, R. Ratnayake*	656-664
Lean Six Sigma in Knowledge Work: A Case Study from Policing and Prosecution Services *F. P. Santhiapillai, R. Ratnayake*	665-673
Industry and Services: Different Organizational Cultures, Same Openness to Lean Implementation? *Paulo Amaro, Anabela C. Alves, Rui M. Sousa*	674-682
An Enhanced Data-Driven Algorithm for Shifting Bottleneck Detection *Christoph Roser, Mukund Subramaniyan, Anders Skoogh, Björn Johansson*	683-689
Practical Estimation of the Impact of a Reduction of the Number of Kanban Cards on the Delivery Performance *Christoph Roser, Yannik Regending, Bernd Langer, Claas-Christian Wuttke*	690-696
Lean Production and Industry 4.0 Technologies: Link and Interactions *Anne Zouggar Amrani, Bruno Vallespir*	697-703
Heijunka 4.0 – Key Enabling Technologies for Production Levelling in the Process Industry *Håkon S. Kjellsen, Quentin Ramillon, Heidi C. Dreyer, Daryl Powell*	704-711
Towards an Economic Theory of Lean *Eivind Reke, Daryl Powell, Kodo Yokozawa*	712-720
Reshaping the Concepts of Job Enrichment and Job Enlargement: The Impacts of Lean and Industry 4.0 *Alexandra Lagorio, Chiara Cimini, Paolo Gaiardelli*	721-729
Managing Variability in Production *Ralph Richter, Jochen Deuse, Peter Willats, Marius Syberg, David Lenze*	730-738
Realizing Value Opportunities for a Circular Economy: Integrating Extended Value Stream Mapping and Value Uncaptured Framework *Nina Pereira Kvadsheim, Bella B. Nujen, Daryl Powell, Eivind Reke*	739-747
Exploring the Link Between Lean Practices and Sources of Uncertainty in Supply Chain *Claudia del Monte, Matteo Zanchi, Paolo Gaiardelli*	748-757
Transition Towards Circular Economy: An Intraorganizational Perspective Identifying Knowledge Wastes *Bella B. Nujen, Nina Pereira Kvadsheim, Deodat Mwesiumo, Eivind Reke, Daryl Powell*	758-766

Artificial Intelligence Based Optimization Techniques for Demand-Driven Manufacturing

Hybrid Approaches for Production Planning and Scheduling

Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0

Learning and Robust Decision Support Systems for Agile Manufacturing environments

Low-Code and Model-Driven Engineering for Production System

Meta-Heuristics and Optimization Techniques for Energy-Oriented Manufacturing Systems

Metaheuristics for Production Systems

Modern Analytics and New AI-Based Smart Techniques for Replenishment and Production Planning Under Uncertainty

System Identification for Manufacturing Control Applications

The Future of Lean Thinking and Practice

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