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SOHOMA 2022: Bucharest, Romania
- Theodor Borangiu, Damien Trentesaux, Paulo Leitão:

Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future - Proceedings of SOHOMA 2022, Bucharest, Romania, 22-23 September 2022. Studies in Computational Intelligence 1083, Springer 2023, ISBN 978-3-031-24290-8
Applications of Multi-Agent and Holonic Systems in Smart Manufacturing
- Silviu Raileanu, Theodor Borangiu:

A Review of Multi-agent Systems Used in Industrial Applications. 3-22 - Victória Melo

, Fernando De la Prieta
, Paulo Leitão:
Alignment of Digital Twin Systems with the RAMI 4.0 Model Using Multi-agent Systems. 23-35 - T. W. Defty, Karel Kruger, Anton Herman Basson:

A Design Process for Holonic Cyber-Physical Systems Using the ARTI and BASE Architectures. 36-47 - Mircea Stefan Simoiu, Ioana Fagarasan

, Stéphane Ploix, Vasile Calofir
, Sergiu Stelian Iliescu:
A Recommendation Strategy Proposal for an Energy Community Modeled as a Multi-agent System. 48-58 - Sylvain Chabanet, Hind Bril El Haouzi, Philippe Thomas:

Toward a Sawmill Digital Shadow Based on Coupled Simulation and Supervised Learning Models. 59-70 - Miruna-Elena Iliuta

, Eugen Pop
, Simona Iuliana Caramihai
, Mihnea Alexandru Moisescu
:
A Digital Twin Generic Architecture for Data-Driven Cyber-Physical Production Systems. 71-82
Digital Twins in Industrial Systems
- Lorenzo Ragazzini, Elisa Negri, Luca Fumagalli:

Modelling Manufacturing Systems for Digital Twin Through Communicating Finite State Machines. 85-95 - G. S. da Silva, Anton Herman Basson, Karel Kruger:

An Architecture for Integrating Virtual Reality and a Digital Twin System. 96-106 - Nathalie Julien, Mohammed Adel Hamzaoui:

Integrating Lean Data and Digital Sobriety in Digital Twins Through Dynamic Accuracy Management. 107-117 - Farah Abdoune, Leah Rifi

, Franck Fontanili, Olivier Cardin
:
Handling Uncertainties with and Within Digital Twins. 118-129 - Guillaume Bouleux, Hind Bril El Haouzi, Vincent Cheutet

, Guillaume Demesure, William Derigent, Thierry Moyaux, Lorraine Trilling:
Requirements for a Digital Twin for an Emergency Department. 130-141 - G. Christiaan Doubell, Anton Herman Basson, Karel Kruger, Pieter D. F. Conradie:

A Digital Twin System to Integrate Data Silos in Railway Infrastructure. 142-153
Factory - Product Lifecycle Value Stream for Industry 4.0
- Farah Abdoune, Maroua Nouiri, Olivier Cardin

, Pierre Castagna:
Digital Twin Lifecycle: Core Challenges and Open Issues. 157-167 - Auwal Shehu Tijjani, Eddy Bajic, Thierry Berger, Michael Defoort, Yves Sallez, Mohamed Djemai, Clément Rup, Kais Mekki:

Distributed Control Architecture for Managing Internal Risks in Hazardous Industries. 168-180 - Melissa Hassoun, Yassine Idel Mahjoub

, Damien Trentesaux:
Blockchain Adoption for Autonomous Train: Opportunities and Challenges. 181-195 - Manal Abir Belmamoune, Latéfa Ghomri, Zakaria Yahouni:

Solving a Job Shop Scheduling Problem Using Q-Learning Algorithm. 196-209 - Haya Naanaa, Hind Bril El Haouzi, William Derigent, Mario Lezoche:

Semantic Approach to Formalize Knowledge from Building Renovation Domain: Application to the IsoBIM Project. 210-221 - Maroua Nouiri, Tarik Chargui, Abdelghani Bekrar, Damien Trentesaux:

Physical Internet Supply Chain: Short Literature Review and Research Perspective on Strategic and Operational Levels. 222-230
Education for Industry 4.0
- Theodor Borangiu, Silviu Raileanu, Florin Anton, Iulia Iacob, Silvia Anton:

A Systems Engineering-Oriented Learning Factory for Industry 4.0. 233-253 - Robert W. Brennan, Jonathan Lesage:

Exploring the Implications of OpenAI Codex on Education for Industry 4.0. 254-266 - Carlos Pascal, Doru Panescu:

On Practical Activities for Education in Industry 4.0. 267-277 - Constantin-Catalin Dosoftei:

The Immersive Mixed Reality: A New Opportunity for Experimental Labs in Engineering Education Using HoloLens 2. 278-287
Performance, Ethics and Operations Management in Internal Logistics 4.0
- Zakarya Soufi

, Pierre David, Zakaria Yahouni:
Challenges of Material Handling System Design in the Context of Industry 4.0. 291-303 - Cindy Toro Salamanca, Lamia Berrah, Pierre David, Damien Trentesaux:

Integration of Ethical Issues in the 4.0 Transition of Internal Logistics Operations. 304-316 - Marc M. Anderson, Karën Fort:

Ethical Internal Logistics 4.0: Observations and Suggestions from a Working Internal Logistics Case. 317-328 - Daniel Vélez, Siao-Leu Phouratsamay

, Zakaria Yahouni, Gülgün Alpan:
Predicting Medicine Demand Fluctuations Through Markov Chain. 329-340
Industry 4.0 Technologies and Low-Cost Digitization
- Jaime Macias-Aguayo, Gökçen Yilmaz, Anandarup Mukherjee

, Duncan C. McFarlane:
The Role of Low-Cost Digitalisation in Improving Operations Management. 343-355 - Pallav Kumar Deb, Himanshu Kumar Singh:

Function-as-a-Service on Edge for Industrial Digitalization: An Off-the-Shelf Case Study. 356-367 - Mihai-Daniel Pavel, Sabin Rosioru, Nicoleta Arghira, Grigore Stamatescu:

Control of Open Mobile Robotic Platform Using Deep Reinforcement Learning. 368-379 - Rando Raßmann

, Christoph Wree
, Fabian Bause, Brian Hansen:
Investigations on Real-Time Image Recognition with Convolutional Neural Networks on Industrial Controllers. 380-391
Reconfigurable Manufacturing Systems
- Sini Gao, Joanna Daaboul, Julien Le Duigou:

A Reinforcement Learning Approach for Solving Integrated Mass Customization Process Planning and Job-Shop Scheduling Problem in a Reconfigurable Manufacturing System. 395-406 - William Derigent, Michaël David, Pascal André, Olivier Cardin

:
Generic Aggregation Model for Reconfigurable Holonic Control Architecture - The GARCIA Framework. 407-422 - Yassine Idel Mahjoub

, Thierry Berger, Thérèse Bonte, Yves Sallez:
Safety Design and Verification in Reconfigurable Assembly Systems. 423-433 - Alexandru Matei

, Bogdan-Constantin Pirvu
, Radu Emanuil Petruse
, Ciprian Candea
, Bala-Constantin Zamfirescu
:
Designing a Multi-agent Control System for a Reconfigurable Manufacturing System. 434-445

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