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APMS 2021: Nantes, France
- Alexandre Dolgui
, Alain Bernard
Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems - IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5-9, 2021, Proceedings, Part I. IFIP Advances in Information and Communication Technology 630, Springer 2021, ISBN 978-3-030-85873-5
Artificial Intelligence Based Optimization Techniques for Demand-Driven Manufacturing
- Lahcen Tamym
Goods and Activities Tracking Through Supply Chain Network Using Machine Learning Models. 3-12 - Rita Sleiman, Kim Phuc Tran
Long Term Demand Forecasting System for Demand Driven Manufacturing. 13-20 - Sébastien Thomassey
FBD_Bmodel Digital Platform: A Web-Based Application for Demand Driven Fashion Supply Chain. 21-30 - Abdoul-Fatao Ouedraogo, Cédric Heuchenne, Quoc-Thông Nguyen
Data-Driven Approach for Credit Card Fraud Detection with Autoencoder and One-Class Classification Techniques. 31-38 - Ilhem Slama, Oussama Ben-Ammar
A Model for a Multi-level Disassembly System Under Random Disassembly Lead Times. 39-47
Hybrid Approaches for Production Planning and Scheduling
- Mohammad Rohaninejad
Scheduling of Parallel 3D-Printing Machines with Incompatible Job Families: A Matheuristic Algorithm. 51-61 - Juntaek Hong
An Iterated Greedy Matheuristic for Scheduling in Steelmaking-Continuous Casting Process. 62-72 - Alexis Aubry, Pascale Marangé, David Lemoine, Sara Himmiche
Hybridization of Mixed-Integer Linear Program and Discrete Event Systems for Robust Scheduling on Parallel Machines. 73-80 - Alice Berthier, Alice Yalaoui, Hicham Chehade, Farouk Yalaoui, Lionel Amodeo, Christian Bouillot:
An Unrelated Parallel Machines Rescheduling Problem: An Industrial Case Study. 81-91 - David Lemoine, Bruno Castanier
Tactical Planning and Predictive Maintenance: Towards an Integrated Model Based on ε-reliability. 92-101
Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0
- Foivos Psarommatis
Comparison Between Product and Process Oriented Zero-Defect Manufacturing (ZDM) Approaches. 105-112 - Anbesh Jamwal
Industry 4.0: An Indian Perspective. 113-123 - Vincent Carrières, Andrée-Anne Lemieux, Robert Pellerin:
Opportunities of Blockchain Traceability Data for Environmental Impact Assessment in a Context of Sustainable Production. 124-133 - Eleonora Bottani
Demand Forecasting for an Automotive Company with Neural Network and Ensemble Classifiers Approaches. 134-142 - Silvestro Vespoli
A Deep Learning Algorithm for the Throughput Estimation of a CONWIP Line. 143-151 - Maria Grazia Marchesano
Dynamic Scheduling in a Flow Shop Using Deep Reinforcement Learning. 152-160 - Theresa Madreiter
A Text Understandability Approach for Improving Reliability-Centered Maintenance in Manufacturing Enterprises. 161-170 - Amit Kumar Gupta, Narain Gupta:
Manufacturing Strategy Dimensions as I4.0 Performance Antecedents in Developing Economies. 171-179 - Victor Vican
Exploring Interdependency Effects of Production Orders as Central Impact Factors of Logistics Performance in Manufacturing Systems. 180-187 - Vasu Dev Mukku
Design of a Li-Fi Transceiver for Distributed Factory Planning Applications. 188-197 - Eoin Glennane, John Geraghty:
Metamodeling of Deteriorating Reusable Articles in a Closed Loop Supply Chain. 198-207 - Julia C. Arlinghaus
Risk Assessment and Mitigation for Industry 4.0: Implementation of a Digital Risk Quick Check. 208-217 - Noel P. Greis
Digital Twin Framework for Machine Learning-Enabled Integrated Production and Logistics Processes. 218-227 - Akshay Patidar
A Smart Contracts and Tokenization Enabled Permissioned Blockchain Framework for the Food Supply Chain. 228-235
Learning and Robust Decision Support Systems for Agile Manufacturing environments
- Michael Bojko, Susanne Franke, Luigi Pelliccia, Ralph Riedel:
Due Date-Related Order Prioritization for Scheduling with Decision Support in Dynamic Environments. 239-248 - Pieter Lietaert
Knowledge Graphs in Digital Twins for AI in Production. 249-257 - Manuel Schneckenreither
Smart Short Term Capacity Planning: A Reinforcement Learning Approach. 258-266 - Yumin He, Yaohu Lin, Hongbo Liu, Mengpeng Guo:
Reactive Scheduling by Intelligent DSS. 267-274 - Eleni Tzavara, Panagiotis Angelakis, George Veloudis, Christos Gkournelos
Worker in the Loop: A Framework for Enabling Human-Robot Collaborative Assembly. 275-283 - Franz Georg Listl, Jan Fischer, Roland Rosen, Annelie Sohr, Jan Christoph Wehrstedt, Michael Weyrich:
Decision Support on the Shop Floor Using Digital Twins - Architecture and Functional Components for Simulation-Based Assistance. 284-292 - Ferdinand Deitermann, Thomas Friedli:
A Taxonomy for Resistance Concepts in Manufacturing Networks. 293-302 - Arthur Beltrame Canciglieri, Tainá da Rocha, Anderson Luis Szejka, Leandro dos Santos Coelho, Osíris Canciglieri Júnior
Real-Time Machine Learning Automation Applied to Failure Prediction in Automakers Supplier Manufacturing System. 303-310 - Sarra Dahmani
Resilient Project Scheduling Using Artificial Intelligence: A Conceptual Framework. 311-320 - Dan Luo, Simon Thevenin, Alexandre Dolgui:
A Digital Twin-Driven Methodology for Material Resource Planning Under Uncertainties. 321-329
Low-Code and Model-Driven Engineering for Production System
- Judith Michael
Towards Development Platforms for Digital Twins: A Model-Driven Low-Code Approach. 333-341 - Arsene Indamutsa, Davide Di Ruscio
A Low-Code Development Environment to Orchestrate Model Management Services. 342-350 - Massimo Tisi, Hugo Bruneliere
Towards Twin-Driven Engineering: Overview of the State-of-The-Art and Research Directions. 351-359
Meta-Heuristics and Optimization Techniques for Energy-Oriented Manufacturing Systems
- Atefeh Jamiri, Mehdi Mahmoodjanloo
Developing a Bi-objective Model to Configure a Scalable Manufacturing Line Considering Energy Consumption. 363-371 - Mariam Bouzid, Oussama Masmoudi, Alice Yalaoui:
Single Machine Order Acceptance Scheduling with Periodic Energy Consumption Limits. 372-377 - Seyed Mahdi Homayouni
A MILP Model for Energy-Efficient Job Shop Scheduling Problem and Transport Resources. 378-386 - Sobhan Razm
Designing Bioenergy Supply Chains Under Social Constraints. 387-396
Metaheuristics for Production Systems
- Corentin Le Hesran, Anne-Laure Ladier
Multi-objective Genetic Algorithm to Reduce Setup Waste in a Single Machine with Coupled-Tasks Scheduling Problem. 399-408 - Mohamed Amine Abdeljaouad, Nathalie Klement
Tabu Search Algorithm for Single and Multi-model Line Balancing Problems. 409-415 - Pedro Coelho
A Distributed Model for Manufacturing Scheduling: Approaching the EDGE. 416-423 - Ioannis Mourtos
Scheduling Jobs on Unrelated Machines with Job Splitting and Setup Resource Constraints for Weaving in Textile Manufacturing. 424-434 - Mohand Lounes Bentaha
Comparison of Metaheuristics and Exact Method for the Dynamic Line Rebalancing Problem. 435-443
Modern Analytics and New AI-Based Smart Techniques for Replenishment and Production Planning Under Uncertainty
- Valery Lukinskiy, Vladislav Lukinskiy, Boris V. Sokolov, Darya Bazhina:
A Probabilistic Estimation of Perfect Order Parameters. 447-454 - Junhyeok Lee
Inventory and Commitment Decisions for On-Demand Warehousing System. 455-463 - Koichi Nakade
Effect of Informed Demand Lead Time Under Imperfect Advance Demand Information. 464-474 - Walid Khellaf
Tool for Nervousness Analysis in a Rolling Planning Environment via Historical Data. 475-483 - Doae Riffi Maher, Khaled Medini:
A Preliminary Overview of Ramp-Up Management Practices in Crisis Context. 484-492 - Lei Wang
Optimization of a Periodic Review Joint Replenishment Policy for a Stochastic Inventory System. 493-501 - Lukasz Wieczorek
CGA-Based Optimal (r, Q) Policy Tuning in Goods Distribution Systems with Complex Topologies. 502-510 - Belgacem Bettayeb
Multi-period Multi-sourcing Supply Planning with Stochastic Lead-Times, Quantity-Dependent Pricing, and Delivery Flexibility Costs. 511-518
System Identification for Manufacturing Control Applications
- Alexander S. Mandel'
Multi-step Problem of Inventory Control with Returns. 521-527 - Alexander S. Mandel'
Expert-Classification Methods for Estimation of the Structure and Parameters of Controlled Queueing Systems. 528-534 - Natalia Bakhtadze
Simulation Experiment in a Virtual Laboratory Environment as a Ground for Production Competencies Acquiring. 535-545 - Besarion Shanshiashvili
Identification of Nonlinear Dynamic Systems Structured by Expanded Wiener Model. 546-554 - Bo Yang, Yumin He, Honghao Yin:
Data Analysis and Production Process Control. 555-562 - Natalia Bakhtadze
Management Projects for Digital Ecosystems of Automotive Enterprises: Truck Sharing. 563-571 - Evgeny N. Khobotov, M. A. Ermolova:
Formation of Work Plans and Schedules at Enterprises with Conveyor Assembly. 572-579 - Tatyana A. Smaglichenko
Resolution Estimates for Selected Coordinate Descent: Identification of Seismic Structure in the Area of Geothermal Plants. 580-588 - Na Zhao, Yumin He, Mingxin Zhang, Gaosheng Cui, Fuman Pan:
Product Quality Improvement Based on Process Capability Analysis. 589-595 - Jeongha Shin
Software Architecture for an Active Device Driver in Reconfigurable Manufacturing Systems. 596-603 - Anna V. Kitaeva, Natalia V. Stepanova, Alexandra O. Zhukovskaya:
Price-to-Quality Ratio Dependent Demand: Keeping the Intensity of Demand Constant. 604-609 - Nikolay A. Korgin
Identification of Integrated Rating Mechanisms on Complete Data Sets. 610-616 - Valeriy M. Zvaritch
Application of Linear Random Processes to Construction of Diagnostic System for Power Engineering Equipment. 617-622 - Zinaida K. Avdeeva
Construction of Multi-step Price Forecasts in Commodity Markets Based on Qualitative and Quantitative Data Analysis Methods. 623-631
The Future of Lean Thinking and Practice
- Inês Freitas, Isabelle Leão, João Eduardo Marinho, Leonor Pacheco, Margarida Gonçalves, Maria João Castro, Pedro Duarte Silva, Rafael Moreira, Anabela C. Alves
More Checks for Less Waste in the Lamination Process of a Shipbuilding Company Pursuing Lean Thinking. 635-644 - Daria Larsson, R. M. Chandima Ratnayake:
Implementation of 5S+S for Knowledge Work in Engineering Projects. 645-655 - Felix P. Santhiapillai, R. M. Chandima Ratnayake:
A Lean Approach for Multi-criteria Decision-Making in Public Services' Strategy Deployment. 656-664 - Felix P. Santhiapillai, R. M. Chandima Ratnayake:
Lean Six Sigma in Knowledge Work: A Case Study from Policing and Prosecution Services. 665-673 - Paulo Amaro
Industry and Services: Different Organizational Cultures, Same Openness to Lean Implementation? 674-682 - Christoph Roser, Mukund Subramaniyan
An Enhanced Data-Driven Algorithm for Shifting Bottleneck Detection. 683-689 - Christoph Roser, Yannik Regending, Bernd Langer, Claas-Christian Wuttke:
Practical Estimation of the Impact of a Reduction of the Number of Kanban Cards on the Delivery Performance. 690-696 - Anne Zouggar Amrani, Bruno Vallespir:
Lean Production and Industry 4.0 Technologies: Link and Interactions. 697-703 - Håkon S. Kjellsen, Quentin J. L. Ramillon, Heidi C. Dreyer, Daryl J. Powell:
Heijunka 4.0 - Key Enabling Technologies for Production Levelling in the Process Industry. 704-711 - Eivind Reke, Daryl Powell, Kodo Yokozawa
Towards an Economic Theory of Lean. 712-720 - Alexandra Lagorio
Reshaping the Concepts of Job Enrichment and Job Enlargement: The Impacts of Lean and Industry 4.0. 721-729 - Ralph Richter
Managing Variability in Production. 730-738 - Nina Pereira Kvadsheim, Bella Belerivana Nujen
Realizing Value Opportunities for a Circular Economy: Integrating Extended Value Stream Mapping and Value Uncaptured Framework. 739-747 - Claudia Del Monte, Matteo Zanchi, Paolo Gaiardelli
Exploring the Link Between Lean Practices and Sources of Uncertainty in Supply Chain. 748-757 - Bella Belerivana Nujen
Transition Towards Circular Economy: An Intraorganizational Perspective Identifying Knowledge Wastes. 758-766
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