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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
Long Term Demand Forecasting System for Demand Driven Manufacturing
Sleiman Rita , Kim Phuc Tran, Thomassey Sébastien
FBD_Bmodel Digital Platform: A Web-Based Application for Demand Driven Fashion Supply Chain
Sebastien Thomassey, Xianyi Zeng
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
A Model for a Multi-level Disassembly System Under Random Disassembly Lead Times
Ilhem Slama, Oussama Ben-Ammar, Alexandre Dolgui

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
An Iterated Greedy Matheuristic for Scheduling in Steelmaking-Continuous Casting Process
Juntaek Hong, Kwansoo Lee, Kangbok Lee, Kyungduk Moon
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
An Unrelated Parallel Machines Rescheduling Problem: An Industrial Case Study
Alice Berthier , Alice Yalaoui, Hicham Chehade, Farouk Yalaoui, Lionel Amodeo, Christian Bouillot
Tactical Planning and Predictive Maintenance: Towards an Integrated Model Based on $\epsilon$-reliability
David Lemoine, Bruno Castanier

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
Industry 4.0: An Indian Perspective
Anbesh Jamwal, Rajeev Agrawal, Monica Sharma, Saurabh Pratap
Opportunities of Blockchain Traceability Data for Environmental Impact Assessment in a Context of Sustainable Production
Vincent Carrières, Andrée-Anne Lemieux, Robert Pellerin
Demand Forecasting for an Automotive Company with Neural Network and Ensemble Classifiers Approaches
Eleonora Bottani, Monica Mordonini, Beatrice Franchi, Mattia Pellegrino
A Deep Learning Algorithm for the Throughput Estimation of a CONWIP Line
Silvestro Vespoli, Andrea Grassi, Guido Guizzi, Valentina Popolo
Dynamic scheduling in a flow shop using Deep Reinforcement Learning
Maria Grazia Marchesano, Guido Guizzi, Liberatina Carmela Santillo, Silvestro Vespoli
A Text Understandability Approach for Improving Reliability-Centered Maintenance in Manufacturing Enterprises
Theresa Madreiter, Linus Kohl, Fazel Ansari
Manufacturing Strategy Dimensions as I4.0 Performance Antecedents in Developing Economies
Amit Kumar Gupta, Narain Gupta
Exploring Interdependency Effects of Production Orders as Central Impact Factors of Logistics Performance in Manufacturing Systems
Victor Vican, Julia Arlinghaus
Design of a Li-Fi Transceiver for Distributed Factory Planning Applications
Vasu Dev Mukku, Sebastian Lang, Tobias Reggelin, Paul Reichardt
Metamodeling of Deteriorating Reusable Articles in a Closed Loop Supply Chain
Eoin Glennane, John Geraghty
Risk Assessment and Mitigation for Industry 4.0: Implementation of a Digital Risk Quick Check
Julia Arlinghaus, Falko Bendik
Digital Twin Framework for Machine Learning-Enabled Integrated Production and Logistics Processes
Noel P. Greis, Monica L. Nogueira, Wolfgang Rohde
A Smart Contracts and Tokenization Enabled Permissioned Blockchain Framework for the Food Supply Chain
Akshay Patidar, Monica Sharma, Rajeev Agrawal, Kuldip Singh Sangwan

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
Knowledge Graphs in Digital Twins for AI in Production
Pieter Lietaert, Bart Meyers, Johan Van Noten, Joren Sips, Klaas Gadeyne
Smart Short Term Capacity Planning: A Reinforcement Learning Approach
Manuel Schneckenreither, Sebastian Windmueller, Stefan Haeussler
Reactive Scheduling by Intelligent DSS
Yumin He, Yaohu Lin, Hongbo Liu, Mengpeng Guo
Worker in the Loop: A Framework for Enabling Human-Robot Collaborative Assembly
Sotiris Makris, Panagiotis Angelakis, George Veloudis, Christos Gkournelos, Sotiris Makris
Decision Support on the Shop Floor Using Digital Twins
Franz Georg Listl, Jan Fischer, Roland Rosen, Annelie Sohr, Jan C. Wehrstedt, Michael Weyrich
A Taxonomy for Resistance Concepts in Manufacturing Networks
Ferdinand Deitermann, Thomas Friedli
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
Resilient Project Scheduling Using Artificial Intelligence: A Conceptual Framework
Sarrah Dahmani, Oussama Ben-Ammar, Aida Jebali
Towards Development Platforms for Digital Twins: A Model-Driven Low-Code Approach
Judith Michael , Andreas Wortmann

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
A Low-Code Development Environment to Orchestrate Model Management Services
Arsene Indamutsa, Davide Di Ruscio, Alfonso Pierantonio
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

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
Single Machine Order Acceptance Scheduling with Periodic Energy Consumption Limits
Mariam Bouzidi, Oussama Masmoudi, Alice Yalaoui
A MILP Model for Energy-Efficient Job Shop Scheduling Problem and Transport Resources
S. Mahdi Homayouni, Dalila Fontes
Designing Bioenergy Supply Chains Under Social Constraints
Sobhan Razm, Nadjib Brahimi, Alexandre Dolgui, Ramzi Hammami

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
Tabu Search Algorithm for Single and Multi-model Line Balancing Problems
Mohamed Amine Abdeljaouad, Nathalie Klement
A Distributed Model for Manufacturing Scheduling: Approaching the EDGE
Pedro Coelho, Cristovão Silva
Scheduling Jobs on Unrelated Machines with Job Splitting and Setup Resource Constraints for Weaving in Textile Manufacturing
Ioannis Mourtos, Stavros Vatikiotis, Georgios Zois
Comparison of Metaheuristics and Exact Method for the Dynamic Line Rebalancing Problem
Mohand Lounes Bentaha, Salma El Abdellaoui

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
Inventory and Commitment Decisions for On-Demand Warehousing System
Junhyeok Lee, Junseok Park, Ilkyeong Moon
Effect of Informed Demand Lead Time Under Imperfect Advance Demand Information
Koichi Nakade, Tsubasa Seino
Tool for Nervousness Analysis in a Rolling Planning Environment via Historical Data
Walid Khellaf, Jacques Lamothe, Romain Guillaume
A Preliminary Overview of Ramp-Up Management Practices in Crisis Context
Doae Riffi Maher, Khaled Medini
Optimization of a Periodic Review Joint Replenishment Policy for a Stochastic Inventory System>
Lei Wang, Haoxun Chen
CGA-Based Optimal (r, Q) Policy Tuning in Goods Distribution Systems with Complex Topologies
Łukasz Wieczorek, Przemysław Ignaciuk

System Identification for Manufacturing Control Applications

Multi-step Problem of Inventory Control with Returns
Alexander Mandel, Sergey Granin
Expert-Classification Methods for Estimation of the Structure and Parameters of Controlled Queueing Systems
Alexander Mandel, Sergey Granin, Viktor Laptin
Simulation Experiment in a Virtual Laboratory Environment as a Ground for Production Competencies Acquiring
Natalia Bakhtadze, Oleg Zaikin, Andrzey Żylawski
Identification of Nonlinear Dynamic Systems Structured by Expanded Wiener Model
Besarion Shanshiashvili, Beka Avazneli
Data Analysis and Production Process Control
Bo Yang, Yumin He, Honghao Yin
Management Projects for Digital Ecosystems of Automotive Enterprises: Truck Sharing
Natalia Bakhtadze, Denis Elpashev, Alexandre Suleykin, Rustem Sabitov, Gulnara Smirnova, Mikhail Kuchinskii, Shamil Sabitov
Formation of Work Plans and Schedules at Enterprises with Conveyor Assembly
E. N. Khobotov, M. A. Ermolova
Resolution Estimates for Selected Coordinate Descent: Identification of Seismic Structure in the Area of Geothermal Plants
Tatyana A. Smaglichenko, Alexander Smaglichenko
Product Quality Improvement Based on Process Capability Analysis
Na Zhao, Yumin He, Mingxin Zhang, Gaosheng Cui, Fuman Pan
Software Architecture for an Active Device Driver in Reconfigurable Manufacturing Systems
Jeongha Shin, Duck Young Kim
Price-to-Quality Ratio Dependent Demand: Keeping the Intensity of Demand Constant
Anna V. Kitaeva, Natalia V. Stepanova, Alexandra O. Zhukovskaya
Identification of Integrated Rating Mechanisms on Complete Data Sets
Nikolay Korgin, Vladimir Sergeev
Application of Linear Random Processes to Construction of Diagnostic System for Power Engineering Equipment
Valerij Zvaritch, Mykhailo Myslovych, Yuri Gyzhko
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

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
Implementation of 5S+S for Knowledge Work in Engineering Projects
Daria Larsson, R. Ratnayake
A Lean Approach for Multi-criteria Decision-Making in Public Services’ Strategy Deployment
F. P. Santhiapillai, R. Ratnayake
Lean Six Sigma in Knowledge Work: A Case Study from Policing and Prosecution Services
F. P. Santhiapillai, R. Ratnayake
Industry and Services: Different Organizational Cultures, Same Openness to Lean Implementation?
Paulo Amaro, Anabela C. Alves, Rui M. Sousa
An Enhanced Data-Driven Algorithm for Shifting Bottleneck Detection
Christoph Roser, Mukund Subramaniyan, Anders Skoogh, Björn Johansson
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
Lean Production and Industry 4.0 Technologies: Link and Interactions
Anne Zouggar Amrani, Bruno Vallespir
Heijunka 4.0 – Key Enabling Technologies for Production Levelling in the Process Industry
Håkon S. Kjellsen, Quentin Ramillon, Heidi C. Dreyer, Daryl Powell
Towards an Economic Theory of Lean
Eivind Reke, Daryl Powell, Kodo Yokozawa
Reshaping the Concepts of Job Enrichment and Job Enlargement: The Impacts of Lean and Industry 4.0
Alexandra Lagorio, Chiara Cimini, Paolo Gaiardelli
Managing Variability in Production
Ralph Richter, Jochen Deuse, Peter Willats, Marius Syberg, David Lenze
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
Exploring the Link Between Lean Practices and Sources of Uncertainty in Supply Chain
Claudia del Monte, Matteo Zanchi, Paolo Gaiardelli
Transition Towards Circular Economy: An Intraorganizational Perspective Identifying Knowledge Wastes
Bella B. Nujen, Nina Pereira Kvadsheim, Deodat Mwesiumo, Eivind Reke, Daryl Powell


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