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  • Conference proceedings
  • © 2023

Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future

Proceedings of SOHOMA 2022

  • Presents recent research on service orientation in holonic and multi-agent manufacturing

  • Provides results from 12th International Workshop on Service Oriented

  • Written by experts in the field of service orientation in holonic and multi-agent manufacturing

Conference proceedings info: SOHOMA 2022.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xiv
  2. Applications of Multi-Agent and Holonic Systems in Smart Manufacturing

    1. Front Matter

      Pages 1-1
    2. A Review of Multi-agent Systems Used in Industrial Applications

      • Silviu Răileanu, Theodor Borangiu
      Pages 3-22
    3. Alignment of Digital Twin Systems with the RAMI 4.0 Model Using Multi-agent Systems

      • Victória Melo, Fernando de la Prieta, Paulo Leitão
      Pages 23-35
    4. A Recommendation Strategy Proposal for an Energy Community Modeled as a Multi-agent System

      • Mircea Ştefan Simoiu, Ioana Făgărăşan, Stephane Ploix, Vasile Calofir, Sergiu Stelian Iliescu
      Pages 48-58
    5. Toward a Sawmill Digital Shadow Based on Coupled Simulation and Supervised Learning Models

      • Sylvain Chabanet, Hind Bril El Haouzi, Philippe Thomas
      Pages 59-70
    6. A Digital Twin Generic Architecture for Data-Driven Cyber-Physical Production Systems

      • Miruna Iliuţă, Eugen Pop, Simona Iuliana Caramihai, Mihnea Alexandru Moisescu
      Pages 71-82
  3. Digital Twins in Industrial Systems

    1. Front Matter

      Pages 83-83
    2. An Architecture for Integrating Virtual Reality and a Digital Twin System

      • G. S. da Silva, A. H. Basson, Karel Kruger
      Pages 96-106
    3. Handling Uncertainties with and Within Digital Twins

      • Farah Abdoune, Leah Rifi, Franck Fontanili, Olivier Cardin
      Pages 118-129
    4. Requirements for a Digital Twin for an Emergency Department

      • Guillaume Bouleux, Hind Bril El Haouzi, Vincent Cheutet, Guillaume Demesure, William Derigent, Thierry Moyaux et al.
      Pages 130-141
    5. A Digital Twin System to Integrate Data Silos in Railway Infrastructure

      • G. Christiaan Doubell, Anton H. Basson, Karel Kruger, Pieter D. F. Conradie
      Pages 142-153
  4. Factory – Product Lifecycle Value Stream for Industry 4.0

    1. Front Matter

      Pages 155-155
    2. Digital Twin Lifecycle: Core Challenges and Open Issues

      • Farah Abdoune, Maroua Nouiri, Olivier Cardin, Pierre Castagna
      Pages 157-167
    3. Distributed Control Architecture for Managing Internal Risks in Hazardous Industries

      • Auwal Shehu Tijjani, Eddy Bajic, Thierry Berger, Michael Defoort, Yves Sallez, Mohamed Djemai et al.
      Pages 168-180
    4. Blockchain Adoption for Autonomous Train: Opportunities and Challenges

      • Melissa Hassoun, Yassine Idel Mahjoub, Damien Trentesaux
      Pages 181-195
    5. Solving a Job Shop Scheduling Problem Using Q-Learning Algorithm

      • Manal Abir Belmamoune, Latéfa Ghomri, Zakaria Yahouni
      Pages 196-209

Other Volumes

  1. Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future

About this book

The scientific theme of the book is “Virtualisation – a multifaceted key enabler of Industry 4.0 from holonic to cloud manufacturing” which is addressed in the framework of cyber-physical system development.
 
The book approaches cyber-physical systems for manufacturing with emergent digital technologies: Internet of Things, digital twins (based on the virtualization of production models embedded in the design, virtual commissioning, optimization and resilience of processes and fault tolerance of resources), big data, cloud control and computing, machine learning and cobots, that are applied in the book’s chapters to industry and service sectors such as manufacturing, energy, logistics, construction and health care.
 
The novelty of this approach consists in interpreting and applying the characteristics of RAMI4.0—the reference architecture model of the Industry 4.0 framework—as combinations of virtualized cyber-physical system elements and IT components in life cycle value stream models.
 
The general scope of the book is to foster innovation in smart and sustainable manufacturing and logistics systems and in this context to promote concepts, methods and solutions for the digital transformation of manufacturing through service orientation in holonic and agent-based control with distributed intelligence.
 
The book’s readership is comprised by researchers and engineers working in the manufacturing value chain area who develop and use digital control solutions in the “Industry of the Future” vision. The book also addresses to master’s and Ph.D. students enrolled in Engineering Sciences programs.


Keywords

  • Computational Intelligence
  • Service Orientation in Holonic Manufacturing
  • Multi-agent Manufacturing
  • Holonic Manufacturing
  • SOHOMA’22
  • SOHOMA

Editors and Affiliations

  • Faculty of Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania

    Theodor Borangiu

  • LAMIH UMR CNRS 8201, Université Polytechnique Hauts de France UPHF, Valenciennes Cedex 9, France

    Damien Trentesaux

  • Research Centre in Digitalization and Intelligent Robotics (CeDRI), Instituto Politecnico de Bragança, Bragança, Portugal

    Paulo Leitão

Bibliographic Information

  • Book Title: Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future

  • Book Subtitle: Proceedings of SOHOMA 2022

  • Editors: Theodor Borangiu, Damien Trentesaux, Paulo Leitão

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-031-24291-5

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Hardcover ISBN: 978-3-031-24290-8Published: 02 February 2023

  • Softcover ISBN: 978-3-031-27434-3Due: 16 February 2024

  • eBook ISBN: 978-3-031-24291-5Published: 01 February 2023

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XIV, 448

  • Number of Illustrations: 37 b/w illustrations, 138 illustrations in colour

  • Topics: Computational Intelligence, Industrial and Production Engineering, Multiagent Systems

Buy it now

Buying options

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access