Industrial Internet of Things

Cybermanufacturing Systems

ISBN: 978-3-319-42558-0 (Print) 978-3-319-42559-7 (Online)

Table of contents (30 chapters)

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  1. Front Matter

    Pages i-xvii

  2. Introduction and Overview

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-19

      Industrial Internet of Things and Cyber Manufacturing Systems

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      Chapter

      Pages 21-46

      An Application Map for Industrial Cyber-Physical Systems

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      Chapter

      Pages 47-78

      Cyber-Physical Electronics Production

  3. Modeling for CPS and CMS

    1. Front Matter

      Pages 79-79

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      Chapter

      Pages 81-110

      Cyber-Physical Systems Engineering for Manufacturing

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      Chapter

      Pages 111-136

      Model-Based Engineering of Supervisory Controllers for Cyber-Physical Systems

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      Chapter

      Pages 137-167

      Formal Verification of SystemC-based Cyber Components

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      Chapter

      Pages 169-199

      Evaluation Model for Assessment of Cyber-Physical Production Systems

  4. Architectural Design Patterns for CMS and IIoT

    1. Front Matter

      Pages 201-201

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      Chapter

      Pages 203-229

      CPS-Based Manufacturing with Semantic Object Memories and Service Orchestration for Industrie 4.0 Applications

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      Chapter

      Pages 231-260

      Integration of a Knowledge Database and Machine Vision Within a Robot-Based CPS

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      Chapter

      Pages 261-286

      Interoperability in Smart Automation of Cyber Physical Systems

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      Chapter

      Pages 287-313

      Enhancing Resiliency in Production Facilities Through Cyber Physical Systems

  5. Communication and Networking

    1. Front Matter

      Pages 315-315

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      Chapter

      Pages 317-346

      Communication and Networking for the Industrial Internet of Things

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      Chapter

      Pages 347-372

      Communications for Cyber-Physical Systems

  6. Artificial Intelligence and Data Analytics for Manufacturing

    1. Front Matter

      Pages 373-373

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      Chapter

      Pages 375-400

      Application of CPS in Machine Tools

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      Chapter

      Pages 401-422

      Going Smart—CPPS for Digital Production

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      Chapter

      Pages 423-445

      Manufacturing Cyber-Physical Systems (Industrial Internet of Things)

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      Chapter

      Pages 447-472

      Cyber-Physical System Intelligence

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      Chapter

      Pages 473-485

      Big Data and Machine Learning for the Smart Factory—Solutions for Condition Monitoring, Diagnosis and Optimization

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      Chapter

      Pages 487-504

      Overview of the CPS for Smart Factories Project: Deep Learning, Knowledge Acquisition, Anomaly Detection and Intelligent User Interfaces

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      Chapter

      Pages 505-517

      Applying Multi-objective Optimization Algorithms to a Weaving Machine as Cyber-Physical Production System

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