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Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action

IFIP WG 5.7 International Conference, APMS 2022, Gyeongju, South Korea, September 25–29, 2022, Proceedings, Part I

Conference proceedings info: APMS 2022.

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Table of contents (70 papers)

  1. Front Matter

    Pages i-xxiii
  2. AI and Data-Driven Production Management

    1. Front Matter

      Pages 1-1
    2. Improving Accuracy of Time Series Forecasting by Applying an ARIMA-ANN Hybrid Model

      • Hadid Wahedi, Kacper Wrona, Mads Heltoft, Sarkaft Saleh, Thomas Roum Knudsen, Ulrik Bendixen et al.
      Pages 3-10
    3. An Automated Machine Learning Framework for Predictive Analytics in Quality Control

      • Mattheos Fikardos, Katerina Lepenioti, Alexandros Bousdekis, Enrica Bosani, Dimitris Apostolou, Gregoris Mentzas
      Pages 19-26
    4. Geometric Design Process Automation with Artificial Intelligence

      • Jörg Brünnhäußer, Pascal Lünnemann, Ursina Bisang, Ruslan Novikov, Florian Flachmeier, Mario Wolff
      Pages 35-42
    5. Case-Study-Based Requirements Analysis of Manufacturing Companies for Auto-ML Solutions

      • Günther Schuh, Max-Ferdinand Stroh, Justus Benning
      Pages 43-50
    6. Average Flow Time Estimation and Its Application for Storage Relocation in an Order Picking System

      • Jeongwon Park, Permata Vallentino Eko Joatiko, Chiwoo Park, Soondo Hong
      Pages 60-66
  3. Smart Manufacturing and Industry 4.0

    1. Front Matter

      Pages 67-67
    2. Analyzing Operations on a Manufacturing Line Using Geospatial Intelligence Technologies

      • Takeshi Kurata, Munenori Harada, Katsuko Nakahira, Takashi Maehata, Yoshinori Ito, Hideki Aso
      Pages 69-76
    3. Strategic Alignment and Industry 4.0: An Exploratory Study with Eleven Companies

      • Gilberto Francisco de Oliveira, Rodrigo Franco Gonçalves, Fernando José Barbin Laurindo
      Pages 77-84
    4. Industry 4.0: A Case Study on Strategy and Innovation in a Brazilian Auto Parts Company

      • Sergio Miele Ruggero, Nilza Aparecida dos Santos, Marcia Terra da Silva
      Pages 85-92
    5. Industry 4.0 and Supply Chain Integration: A Case Study in an Auto Parts Company in Brazil

      • Nilza Aparecida dos Santos, Sergio Miele Ruggero, Marcia Terra da Silva
      Pages 93-100
    6. Building Digital Shadows for Production Control

      • Günther Schuh, Andreas Gützlaff, Judith Fulterer, Annkristin Hermann
      Pages 110-117
    7. Automating Quality Control Based on Machine Vision Towards Automotive 4.0

      • Dimitris Mourtzis, John Angelopoulos, Angelos Nektarios Arvanitis, Nikos Panopoulos
      Pages 126-134
    8. Evaluation of Potential Benefits of Augmented Reality for Industrial Services

      • Stephan Bollinger, Volker Stich, Lennard Holst, Florian Defèr, Florian Schuldt
      Pages 135-144

Other Volumes

  1. Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action

About this book

This two-volume set, IFIP AICT 663 and 664, constitutes the thoroughly refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2022, held in Gyeongju, South Korea in September 2022.

The 139 full papers presented in these volumes were carefully reviewed and selected from a total of 153 submissions. The papers of APMS 2022 are organized into two parts. The topics of special interest in the first part included: AI & Data-driven Production Management; Smart Manufacturing & Industry 4.0; Simulation & Model-driven Production Management; Service Systems Design, Engineering & Management; Industrial Digital Transformation; Sustainable Production Management; and Digital Supply Networks. The second part included the following subjects: Development of Circular Business Solutions and Product-Service Systems through Digital Twins; “Farm-to-Fork” Production Management in Food Supply Chains; Urban Mobility and City Logistics; Digital Transformation Approaches in Production Management; Smart Supply Chain and Production in Society 5.0 Era; Service and Operations Management in the Context of Digitally-enabled Product-Service Systems; Sustainable and Digital Servitization; Manufacturing Models and Practices for Eco-Efficient, Circular and Regenerative Industrial Systems; Cognitive and Autonomous AI in Manufacturing and Supply Chains; Operators 4.0 and Human-Technology Integration in Smart Manufacturing and Logistics Environments; Cyber-Physical Systems for Smart Assembly and Logistics in Automotive Industry; and Trends, Challenges and Applications of Digital Lean Paradigm.

Editors and Affiliations

  • Pohang University of Science and Technology, Pohang, Korea (Republic of)

    Duck Young Kim

  • ZF Friedrichshafen AG, Friedrichshafen, Germany

    Gregor von Cieminski

  • Tecnológico de Monterrey, Mexico City, Mexico

    David Romero

Bibliographic Information

  • Book Title: Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action

  • Book Subtitle: IFIP WG 5.7 International Conference, APMS 2022, Gyeongju, South Korea, September 25–29, 2022, Proceedings, Part I

  • Editors: Duck Young Kim, Gregor von Cieminski, David Romero

  • Series Title: IFIP Advances in Information and Communication Technology

  • DOI: https://doi.org/10.1007/978-3-031-16407-1

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: IFIP International Federation for Information Processing 2022

  • Hardcover ISBN: 978-3-031-16406-4Published: 19 September 2022

  • Softcover ISBN: 978-3-031-16409-5Published: 20 September 2023

  • eBook ISBN: 978-3-031-16407-1Published: 18 September 2022

  • Series ISSN: 1868-4238

  • Series E-ISSN: 1868-422X

  • Edition Number: 1

  • Number of Pages: XXIII, 613

  • Number of Illustrations: 45 b/w illustrations, 109 illustrations in colour

  • Topics: Computer Systems Organization and Communication Networks

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
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