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ORCIDAPMS 2021: Nantes, France
- Alexandre Dolgui
, Alain Bernard, David Lemoine, Gregor von Cieminski, David Romero:
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, Ahmed Nait-Sidi-Moh, Lyès Benyoucef, Moulay Driss El Ouadghiri:
Goods and Activities Tracking Through Supply Chain Network Using Machine Learning Models. 3-12 - Rita Sleiman, Kim Phuc Tran, Sébastien Thomassey:
Long Term Demand Forecasting System for Demand Driven Manufacturing. 13-20 - Sébastien Thomassey, Xianyi Zeng:
FBD_Bmodel Digital Platform: A Web-Based Application for Demand Driven Fashion Supply Chain. 21-30 - Abdoul-Fatao Ouedraogo, Cédric Heuchenne, Quoc-Thông Nguyen, Hien Tran:
Data-Driven Approach for Credit Card Fraud Detection with Autoencoder and One-Class Classification Techniques. 31-38 - Ilhem Slama, Oussama Ben-Ammar, Alexandre Dolgui:
A Model for a Multi-level Disassembly System Under Random Disassembly Lead Times. 39-47
Hybrid Approaches for Production Planning and Scheduling
- Mohammad Rohaninejad, Zdenek Hanzálek, Reza Tavakkoli-Moghaddam:
Scheduling of Parallel 3D-Printing Machines with Incompatible Job Families: A Matheuristic Algorithm. 51-61 - Juntaek Hong, Kwansoo Lee, Kangbok Lee, Kyungduk Moon:
An Iterated Greedy Matheuristic for Scheduling in Steelmaking-Continuous Casting Process. 62-72 - Alexis Aubry, Pascale Marangé, David Lemoine, Sara Himmiche, Sylvie Norre:
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, Dimitris Kiritsis:
Comparison Between Product and Process Oriented Zero-Defect Manufacturing (ZDM) Approaches. 105-112 - Anbesh Jamwal, Rajeev Agrawal, Monica Sharma, Saurabh Pratap:
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, Monica Mordonini, Beatrice Franchi, Mattia Pellegrino:
Demand Forecasting for an Automotive Company with Neural Network and Ensemble Classifiers Approaches. 134-142 - Silvestro Vespoli, Andrea Grassi, Guido Guizzi, Valentina Popolo:
A Deep Learning Algorithm for the Throughput Estimation of a CONWIP Line. 143-151 - Maria Grazia Marchesano, Guido Guizzi, Liberatina Carmela Santillo, Silvestro Vespoli:
Dynamic Scheduling in a Flow Shop Using Deep Reinforcement Learning. 152-160 - Theresa Madreiter, Linus Kohl, Fazel Ansari:
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, Julia C. Arlinghaus:
Exploring Interdependency Effects of Production Orders as Central Impact Factors of Logistics Performance in Manufacturing Systems. 180-187 - Vasu Dev Mukku, Sebastian Lang, Tobias Reggelin, Paul Reichardt:
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, Falko Bendik:
Risk Assessment and Mitigation for Industry 4.0: Implementation of a Digital Risk Quick Check. 208-217 - Noel P. Greis, Monica L. Nogueira, Wolfgang Rohde:
Digital Twin Framework for Machine Learning-Enabled Integrated Production and Logistics Processes. 218-227 - Akshay Patidar, Monica Sharma, Rajeev Agrawal, Kuldip Singh Sangwan:
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, Bart Meyers, Johan Van Noten, Joren Sips, Klaas Gadeyne:
Knowledge Graphs in Digital Twins for AI in Production. 249-257 - Manuel Schneckenreither, Sebastian Windmueller, Stefan Haeussler:
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, Sotiris Makris:
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, Oussama Ben-Ammar, Aida Jebali:
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, Andreas Wortmann:
Towards Development Platforms for Digital Twins: A Model-Driven Low-Code Approach. 333-341 - Arsene Indamutsa, Davide Di Ruscio, Alfonso Pierantonio:
A Low-Code Development Environment to Orchestrate Model Management Services. 342-350 - Massimo Tisi, Hugo Bruneliere, Juan de Lara, Davide Di Ruscio, Dimitris S. Kolovos:
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, Armand Baboli:
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, Dalila B. M. M. Fontes:
A MILP Model for Energy-Efficient Job Shop Scheduling Problem and Transport Resources. 378-386 - Sobhan Razm, Nadjib Brahimi, Alexandre Dolgui, Ramzi Hammami:
Designing Bioenergy Supply Chains Under Social Constraints. 387-396
Metaheuristics for Production Systems
- Corentin Le Hesran, Anne-Laure Ladier, Valerie Botta-Genoulaz:
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, Cristóvão Silva:
A Distributed Model for Manufacturing Scheduling: Approaching the EDGE. 416-423 - Ioannis Mourtos, Stavros Vatikiotis, Georgios Zois:
Scheduling Jobs on Unrelated Machines with Job Splitting and Setup Resource Constraints for Weaving in Textile Manufacturing. 424-434 - Mohand Lounes Bentaha, Salma El Abdellaoui:
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, Junseok Park, Ilkyeong Moon:
Inventory and Commitment Decisions for On-Demand Warehousing System. 455-463 - Koichi Nakade, Tsubasa Seino:
Effect of Informed Demand Lead Time Under Imperfect Advance Demand Information. 464-474 - Walid Khellaf, Jacques Lamothe, Romain Guillaume:
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, Haoxun Chen:
Optimization of a Periodic Review Joint Replenishment Policy for a Stochastic Inventory System. 493-501 - Lukasz Wieczorek, Przemyslaw Ignaciuk:
CGA-Based Optimal (r, Q) Policy Tuning in Goods Distribution Systems with Complex Topologies. 502-510 - Belgacem Bettayeb, Oussama Ben-Ammar, Alexandre Dolgui:
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', Sergey S. Granin:
Multi-step Problem of Inventory Control with Returns. 521-527 - Alexander S. Mandel', Sergey S. Granin, Viktor A. Laptin:
Expert-Classification Methods for Estimation of the Structure and Parameters of Controlled Queueing Systems. 528-534 - Natalia Bakhtadze, Oleg Zaikin, Andrzej Zylawski:
Simulation Experiment in a Virtual Laboratory Environment as a Ground for Production Competencies Acquiring. 535-545 - Besarion Shanshiashvili, Beka Avazneli:
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, Denis Elpashev, Alexandre Suleykin, Rustem A. Sabitov, Gulnara S. Smirnova, Mikhail Kuchinskii, Shamil R. Sabitov:
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, Alexander V. 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, Duck Young Kim:
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, Vladimir Sergeev:
Identification of Integrated Rating Mechanisms on Complete Data Sets. 610-616 - Valeriy M. Zvaritch, Mykhailo V. Myslovych, Yuri Gyzhko:
Application of Linear Random Processes to Construction of Diagnostic System for Power Engineering Equipment. 617-622 - Zinaida K. Avdeeva, Elena A. Grebenyuk, Svetlana Kovriga:
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, Anabela C. Alves, Rui M. Sousa:
Industry and Services: Different Organizational Cultures, Same Openness to Lean Implementation? 674-682 - Christoph Roser, Mukund Subramaniyan, Anders Skoogh, Björn Johansson:
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, Chiara Cimini, Paolo Gaiardelli:
Reshaping the Concepts of Job Enrichment and Job Enlargement: The Impacts of Lean and Industry 4.0. 721-729 - Ralph Richter, Jochen Deuse, Peter Willats, Marius Syberg, David Lenze:
Managing Variability in Production. 730-738 - Nina Pereira Kvadsheim, Bella Belerivana Nujen, Daryl Powell, Eivind Reke:
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, Nina Pereira Kvadsheim, Deodat Mwesiumo, Eivind Reke, Daryl Powell:
Transition Towards Circular Economy: An Intraorganizational Perspective Identifying Knowledge Wastes. 758-766
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