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

 


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