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SOHOMA 2021: Cluny, France
- Theodor Borangiu, Damien Trentesaux, Paulo Leitão

, Olivier Cardin, Laurent Joblot:
Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future - Proceedings of SOHOMA 2021, Cluny, France, 18-19 November 2021. Studies in Computational Intelligence 1034, Springer 2022, ISBN 978-3-030-99107-4
Multi-agent and Holonic Approaches in Smart Manufacturing
- Pascal André, Olivier Cardin

:
Aggregation Patterns in Holonic Manufacturing Systems. 3-15 - Daniel van Niekerk, Karel Kruger

, Anton Basson:
Generalising Service Interactions in the BASE Architecture for Holonic Manufacturing Systems. 17-29 - Theodor Borangiu, Silviu Raileanu, Mihai Stan:

Virtualizing Product-On-Pallet Distribution Systems in Logistics 4.0 Vision. 31-49 - Luis Piardi, Paulo Leitão

, Pedro Costa
, André Schneider de Oliveira:
Fault-Tolerance in Cyber-Physical Systems Using Holonic Multi-agent Systems. 51-63 - Carlos Pascal, Doru Panescu:

Applying Learning-Assisted Systems in Manufacturing. 65-76 - Filipe Alves

, Ana Maria A. C. Rocha
, Ana I. Pereira
, Paulo Leitão:
Multi-agent System Specification for Distributed Scheduling in Home Health Care. 77-88
Digital Twins in Cyber-Physical Industrial Systems
- Farah Abdoune

, Olivier Cardin
, Maroua Nouiri, Pierre Castagna:
About Perfection of Digital Twin Models. 91-101 - Ksenia Pystina, Aicha Sekhari

, Lilia Gzara, Vincent Cheutet
:
Digital Twin for Production Systems: A Literature Perspective. 103-117 - Jonathan Lesage

, Robert W. Brennan:
Digital Twins for Distributed Intelligent Sensing and Control Systems. 119-130 - Karel Kruger

, Carlo Human, Anton Basson:
Towards the Integration of Digital Twins and Service-Oriented Architectures. 131-143 - Flavia Pires

, António Paulo Moreira, Paulo Leitão
:
Trust Model for Digital Twin Based Recommendation System. 145-159 - Nathalie Julien, Eric Martin:

Typology of Manufacturing Digital Twins: A First Step Towards a Deployment Methodology. 161-172
Human-Systems Integration in Cyber-Physical Systems
- Travis Defty, Karel Kruger

, Anton Basson:
Classification of Technical Challenges to Human-System Integration in Cyber-Physical Systems. 175-186 - Dale Sparrow, Karel Kruger

, Anton Basson:
Effective Human Integration in Modern Manufacturing Environments: A Problem of Administrative Logistics. 187-200 - Monica-Juliana Perez

, Sebastian-Mateo Meza, Flor-Angela Bravo, Damien Trentesaux, Jose-Fernando Jimenez
:
Evolution of the Human Digital Representation in Manufacturing Production Systems. 201-211 - Gabriel Zambrano Rey, Marie-Pierre Pacaux-Lemoine:

Modelling Human and Artificial Entities for Cyber-Physical Production and Human Systems Cooperation. 213-227
Digital Manufacturing
- Jan Kaiser

, Duncan C. McFarlane, Gregory Hawkridge:
Review and Classification of Digital Manufacturing Reference Architectures. 231-247 - Gregory Hawkridge, Duncan C. McFarlane, Jan Kaiser

, Lavindra de Silva, Germán Terrazas:
Designing Shoestring Solutions: An Approach for Designing Low-Cost Digital Solutions for Manufacturing. 249-262 - Zhengyang Ling, Lavindra de Silva, Gregory Hawkridge, Duncan C. McFarlane, Giovanna Martínez-Arellano, Benjamin Schönfuß, Alan Thorne:

A Graphical Environment to Support the Development of Affordable Digital Manufacturing Solutions. 263-275 - Giovanna Martínez-Arellano, Michael J. McNally, Jack C. Chaplin

, Zhengyang Ling, Duncan C. McFarlane, Svetan M. Ratchev
:
Visualisation on a Shoestring: A Low-Cost Approach for Building Visualisation Components of Industrial Digital Solutions. 277-289 - Harry Avila-Echeverria, Jorge-Alberto Gómez-Vigoya, Alexander Cardenas-Ramos, Jose-Fernando Jimenez

:
SI4M: An Approach of Maturity Assessment Model in Industry 4.0 for Small and Medium Enterprises. 291-302 - Sebastian Häberer, Julia C. Arlinghaus

:
Maturity Evaluation for Workforce Management. An Integrated Approach to Assess Digital Maturity of Workforce Management Systems. 303-316
Industry of the Future: Ethics
- Damien Trentesaux, Emmanuel Caillaud, Raphaël Rault:

A Vision of Applied Ethics in Industrial Cyber-Physical Sytems. 319-331 - Odile Bellenguez, Olivier Cardin

, Toinon Vigier, Colin de la Higuera
:
Ethical Principles in Industry 4.0 Automated Decision-Making Systems. 333-347 - Damien Trentesaux, Emmanuel Caillaud, Raphaël Rault:

A Framework Fostering the Consideration of Ethics During the Design of Industrial Cyber-Physical Systems. 349-362 - Donna Burnett, Nicole El-Haber, Damminda Alahakoon, Stamatis Karnouskos, Daswin De Silva:

Advancing an Artificial Intelligence Ethics Framework for Operator 4.0 in Sustainable Factory Automation. 363-375 - Enka Blanchard

:
Cripping Assistive Tech Design: How the Current Disability Framework Limits Our Ability to Create Emancipatory Technology. 377-388
Reconfigurable Manufacturing Systems
- Thierry Berger, Jean-Jacques Santin, Sondes Chaabane, Antoine Dequidt, Yves Sallez:

SmartLab: A Concept of Reconfigurable Assembly System Designed at INSA Hauts-de-France. 391-402 - Isabel Barros Garcia, Joanna Daaboul, Antoine Jouglet, Julien Le Duigou:

An Approach to Jointly Optimize the Process Plan, Scheduling, and Layout Design in Reconfigurable Manufacturing Systems. 403-415 - Oliver Antons

, Julia C. Arlinghaus
:
Machine Learning and Autonomous Control - A Synergy for Manufacturing. 417-428 - Jeannette Flayfel, Guillaume Demesure, Hind Bril El Haouzi:

Contribution of the Omnidirectional Autonomous Mobile Robot to Manufacturing Systems Agility. 429-440
Efficient and Intelligent Monitoring and Control of Industrial Systems
- Florin Anton, Theodor Borangiu, Silvia Anton, Silviu Raileanu, Andrei Lisita:

An Evaluation of Pick on the Fly Methods for High-Speed Part Processing in Low Cost Digital Manufacturing. 443-455 - Alexandre Parant

, François Gellot, Alexandre Philippot, Véronique Carré-Ménétrier:
Model-Based Engineering for Designing Cyber-Physical Systems Control Architecture and Improving Adaptability from Requirements. 457-469 - Christoph Wree

, Rando Raßmann
, Janis Daâs, Fabian Bause, Tobias Schönfeld:
Real-Time Image Analysis with Neural Networks on Industrial Controllers for Individualized Production. 471-481 - Yufei Gong

, Khac Tuan Huynh, Yves Langeron, Antoine Grall:
Health Indices Construction for Stochastically Deteriorating Feedback Control Systems. 483-494 - Radu-Florin Negoita, Theodor Borangiu, Iulia Iacob, Maximilian Nicolae:

Robotic Process Automation for Efficient Enterprise Business Management. 495-509 - Ikhlasse Hamzaoui, Benjamin Duthil, Vincent Courboulay, Hicham Medromi:

Predicting Instances Demand and Occupancy Toward Efficient VMs Rightsizing and Resources Allocation Strategies: Amazon Case Study. 511-524
Intelligent Control for Sustainable and Efficient Supply Chain of the Future
- Antoine Plissonneau, Damien Trentesaux, Waël Ben-Messaoud, Abdelghani Bekrar:

An Imitation Learning Approach for Vehicles Longitudinal Obstacle Avoidance in Logistics and Transportation. 527-543 - Yassine Idel Mahjoub

, Tarik Chargui
, Abdelghani Bekrar, Damien Trentesaux:
Supply Chain Application of Blockchain-Based Solutions for Cyber-Physical Systems: Review and Prospects. 545-558 - Wassim Bouazza

, Yves Sallez, Damien Trentesaux:
Toward Efficient FMS Scheduling Through Rules Combination Using an Optimization-Simulation Mechanism. 559-571 - Kader Sanogo

, Abdelkader Mekhalef Benhafssa
, M'hammed Sahnoun
, Belgacem Bettayeb, Abdelghani Bekrar:
Multi-agent Simulation for Flexible Job-Shop Scheduling Problem with Traffic-Aware Routing. 573-583 - Haya Naanaa, Hind Bril El Haouzi, William Derigent:

Impact of Intelligent Product and BIM4D Technologies on Construction Site Monitoring: An Experimentation Framework. 585-597

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