Table of Contents
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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 |