Table of Contents

• A Review of Multi-agent Systems Used in Industrial ApplicationsSilviu Raileanu, Theodor Borangiu. 3-22 [doi]
• Alignment of Digital Twin Systems with the RAMI 4.0 Model Using Multi-agent SystemsVictória Melo, Fernando de la Prieta, Paulo Leitão. 23-35 [doi]
• A Design Process for Holonic Cyber-Physical Systems Using the ARTI and BASE ArchitecturesT. W. Defty, Karel Kruger, Anton Herman Basson. 36-47 [doi]
• A Recommendation Strategy Proposal for an Energy Community Modeled as a Multi-agent SystemMircea Stefan Simoiu, Ioana Fagarasan, Stéphane Ploix, Vasile Calofir, Sergiu Stelian Iliescu. 48-58 [doi]
• Toward a Sawmill Digital Shadow Based on Coupled Simulation and Supervised Learning ModelsSylvain Chabanet, Hind Bril El Haouzi, Philippe Thomas 0001. 59-70 [doi]
• A Digital Twin Generic Architecture for Data-Driven Cyber-Physical Production SystemsMiruna-Elena Iliuta, Eugen Pop, Simona Iuliana Caramihai, Mihnea Alexandru Moisescu. 71-82 [doi]
• Modelling Manufacturing Systems for Digital Twin Through Communicating Finite State MachinesLorenzo Ragazzini, Elisa Negri, Luca Fumagalli. 85-95 [doi]
• An Architecture for Integrating Virtual Reality and a Digital Twin SystemG. S. da Silva, Anton Herman Basson, Karel Kruger. 96-106 [doi]
• Integrating Lean Data and Digital Sobriety in Digital Twins Through Dynamic Accuracy ManagementNathalie Julien, Mohammed Adel Hamzaoui. 107-117 [doi]
• Handling Uncertainties with and Within Digital TwinsFarah Abdoune, Leah Rifi, Franck Fontanili, Olivier Cardin. 118-129 [doi]
• Requirements for a Digital Twin for an Emergency DepartmentGuillaume Bouleux, Hind Bril El Haouzi, Vincent Cheutet, Guillaume Demesure, William Derigent, Thierry Moyaux, Lorraine Trilling. 130-141 [doi]
• A Digital Twin System to Integrate Data Silos in Railway InfrastructureG. Christiaan Doubell, Anton Herman Basson, Karel Kruger, Pieter D. F. Conradie. 142-153 [doi]
• Digital Twin Lifecycle: Core Challenges and Open IssuesFarah Abdoune, Maroua Nouiri, Olivier Cardin, Pierre Castagna. 157-167 [doi]
• Distributed Control Architecture for Managing Internal Risks in Hazardous IndustriesAuwal Shehu Tijjani, Eddy Bajic, Thierry Berger, Michael Defoort, Yves Sallez, Mohamed Djemai, Clément Rup, Kais Mekki. 168-180 [doi]
• Blockchain Adoption for Autonomous Train: Opportunities and ChallengesMelissa Hassoun, Yassine Idel Mahjoub, Damien Trentesaux. 181-195 [doi]
• Solving a Job Shop Scheduling Problem Using Q-Learning AlgorithmManal Abir Belmamoune, Latéfa Ghomri, Zakaria Yahouni. 196-209 [doi]
• Semantic Approach to Formalize Knowledge from Building Renovation Domain: Application to the IsoBIM ProjectHaya Naanaa, Hind Bril El Haouzi, William Derigent, Mario Lezoche. 210-221 [doi]
• Physical Internet Supply Chain: Short Literature Review and Research Perspective on Strategic and Operational LevelsMaroua Nouiri, Tarik Chargui, Abdelghani Bekrar, Damien Trentesaux. 222-230 [doi]
• A Systems Engineering-Oriented Learning Factory for Industry 4.0Theodor Borangiu, Silviu Raileanu, Florin Anton, Iulia Iacob, Silvia Anton. 233-253 [doi]
• Exploring the Implications of OpenAI Codex on Education for Industry 4.0Robert W. Brennan, Jonathan Lesage. 254-266 [doi]
• On Practical Activities for Education in Industry 4.0Carlos Pascal, Doru Panescu. 267-277 [doi]
• The Immersive Mixed Reality: A New Opportunity for Experimental Labs in Engineering Education Using HoloLens 2Constantin-Catalin Dosoftei. 278-287 [doi]
• Challenges of Material Handling System Design in the Context of Industry 4.0Zakarya Soufi, Pierre David, Zakaria Yahouni. 291-303 [doi]
• Integration of Ethical Issues in the 4.0 Transition of Internal Logistics OperationsCindy Toro Salamanca, Lamia Berrah, Pierre David, Damien Trentesaux. 304-316 [doi]
• Ethical Internal Logistics 4.0: Observations and Suggestions from a Working Internal Logistics CaseMarc M. Anderson, Karën Fort. 317-328 [doi]
• Predicting Medicine Demand Fluctuations Through Markov ChainDaniel Vélez, Siao-Leu Phouratsamay, Zakaria Yahouni, Gülgün Alpan. 329-340 [doi]
• The Role of Low-Cost Digitalisation in Improving Operations ManagementJaime Macias-Aguayo, Gökçen Yilmaz, Anandarup Mukherjee, Duncan C. McFarlane. 343-355 [doi]
• Function-as-a-Service on Edge for Industrial Digitalization: An Off-the-Shelf Case StudyPallav Kumar Deb, Himanshu Kumar Singh. 356-367 [doi]
• Control of Open Mobile Robotic Platform Using Deep Reinforcement LearningMihai-Daniel Pavel, Sabin Rosioru, Nicoleta Arghira, Grigore Stamatescu. 368-379 [doi]
• Investigations on Real-Time Image Recognition with Convolutional Neural Networks on Industrial ControllersRando Raßmann, Christoph Wree, Fabian Bause, Brian Hansen. 380-391 [doi]
• A Reinforcement Learning Approach for Solving Integrated Mass Customization Process Planning and Job-Shop Scheduling Problem in a Reconfigurable Manufacturing SystemSini Gao, Joanna Daaboul, Julien Le Duigou. 395-406 [doi]
• Generic Aggregation Model for Reconfigurable Holonic Control Architecture - The GARCIA FrameworkWilliam Derigent, Michael David, Pascal André, Olivier Cardin. 407-422 [doi]
• Safety Design and Verification in Reconfigurable Assembly SystemsYassine Idel Mahjoub, Thierry Berger, Thérèse Bonte, Yves Sallez. 423-433 [doi]
• Designing a Multi-agent Control System for a Reconfigurable Manufacturing SystemAlexandru Matei, Bogdan-Constantin Pirvu, Radu Emanuil Petruse, Ciprian Candea, Bala-Constantin Zamfirescu. 434-445 [doi]