IFIP Advances in Information and Communication Technology
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Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems

IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5–9, 2021, Proceedings, Part II

Editors: Dolgui, A., Bernard, A., Lemoine, D., von Cieminski, G., Romero, D. (Eds.)

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Hardcover 145,59 €
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  • ISBN 978-3-030-85901-5
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About this book

The five-volume set IFIP AICT 630, 631, 632, 633, and 634 constitutes the refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2021, held in Nantes, France, in September 2021.*

The 378 papers presented were carefully reviewed and selected from 529 submissions. They discuss artificial intelligence techniques, decision aid and new and renewed paradigms for sustainable and resilient production systems at four-wall factory and value chain levels. The papers are organized in the following topical sections:

Part I: artificial intelligence based optimization techniques for demand-driven manufacturing; hybrid approaches for production planning and scheduling; intelligent systems for manufacturing planning and control in the industry 4.0; learning and robust decision support systems for agile manufacturing environments; low-code and model-driven engineering for production system; meta-heuristics and optimization techniques for energy-oriented manufacturing systems; metaheuristics for production systems; modern analytics and new AI-based smart techniques for replenishment and production planning under uncertainty; system identification for manufacturing control applications; and the future of lean thinking and practice

Part II: digital transformation of SME manufacturers: the crucial role of standard; digital transformations towards supply chain resiliency; engineering of smart-product-service-systems of the future; lean and Six Sigma in services healthcare; new trends and challenges in reconfigurable, flexible or agile production system; production management in food supply chains; and sustainability in production planning and lot-sizing

Part III: autonomous robots in delivery logistics; digital transformation approaches in production management; finance-driven supply chain; gastronomic service system design; modern scheduling and applications in industry 4.0; recent advances in sustainable manufacturing; regular session: green production and circularity concepts; regular session: improvement models and methods for green and innovative systems; regular session: supply chain and routing management; regular session: robotics and human aspects; regular session: classification and data management methods; smart supply chain and production in society 5.0 era; and supply chain risk management under coronavirus

Part IV: AI for resilience in global supply chain networks in the context of pandemic disruptions; blockchain in the operations and supply chain management; data-based services as key enablers for smart products, manufacturing and assembly; data-driven methods for supply chain optimization; digital twins based on systems engineering and semantic modeling; digital twins in companies first developments and future challenges; human-centered artificial intelligence in smart manufacturing for the operator 4.0; operations management in engineer-to-order manufacturing; product and asset life cycle management for smart and sustainable manufacturing systems; robotics technologies for control, smart manufacturing and logistics; serious games analytics: improving games and learning support; smart and sustainable production and supply chains; smart methods and techniques for sustainable supply chain management; the new digital lean manufacturing paradigm; and the role of emerging technologies in disaster relief operations: lessons from COVID-19

Part V: data-driven platforms and applications in production and logistics: digital twins and AI for sustainability; regular session: new approaches for routing problem solving; regular session: improvement of design and operation of manufacturing systems; regular session: crossdock and transportation issues; regular session: maintenance improvement and lifecycle management; regular session: additive manufacturing and mass customization; regular session: frameworks and conceptual modelling for systems and services efficiency; regular session: optimization of production and transportation systems; regular session: optimization of supply chain agility and reconfigurability; regular session: advanced modelling approaches; regular session: simulation and optimization of systems performances; regular session: AI-based approaches for quality and performance improvement of production systems; and regular session: risk and performance management of supply chains

*The conference was held online.

Table of contents (75 chapters)

Table of contents (75 chapters)
  • Strategic Roadmapping Towards Industry 4.0 for Manufacturing SMEs

    Pages 3-12

    Verhulst, Elli (et al.)

  • Developing Digital Supply Network’s Visibility Towards Transparency and Predictability

    Pages 13-21

    Radke, Andreas M. (et al.)

  • Proposing a Gamified Solution for SMEs’ Use of Messaging Technology in Smart Manufacturing

    Pages 22-30

    Keepers, Makenzie (et al.)

  • Lean First … then Digitalize: A Standard Approach for Industry 4.0 Implementation in SMEs

    Pages 31-39

    Powell, Daryl (et al.)

  • Analyzing the Impact Level of SMEs Features Over Digital Transformation: A Case Study

    Pages 40-48

    Liborio Zapata, Melissa (et al.)

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-030-85902-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-030-85901-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems
Book Subtitle
IFIP WG 5.7 International Conference, APMS 2021, Nantes, France, September 5–9, 2021, Proceedings, Part II
Editors
  • Alexandre Dolgui
  • Alain Bernard
  • David Lemoine
  • Gregor von Cieminski
  • David Romero
Series Title
IFIP Advances in Information and Communication Technology
Series Volume
631
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
IFIP International Federation for Information Processing
eBook ISBN
978-3-030-85902-2
DOI
10.1007/978-3-030-85902-2
Hardcover ISBN
978-3-030-85901-5
Series ISSN
1868-4238
Edition Number
1
Number of Pages
XXVI, 713
Number of Illustrations
54 b/w illustrations, 109 illustrations in colour
Topics