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Handbook of Research on Industrial Informatics and Manufacturing Intelligence

Book Description

As industrial systems become more widespread, they are quickly becoming network-enabled, and their behavior is becoming more complex and intelligent.The Handbook of Research on Industrial Informatics and Manufacturing Intelligence: Innovations and Solutions is the best source for the most current, relevant, cutting-edge research in the field of industrial informatics. The book focuses on different methodologies of information technologies to enhance industrial fabrication, intelligence, and manufacturing processes. Industrial informatics uses the infrastructure of information technology for analysis, effectiveness, reliability, higher efficiency, security enhancement in the industrial environment, and this book collects the latest publications relevant to academics and practitioners alike.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Editorial Advisory Board and List of Reviewers
    1. Editorial Advisory Board
  5. Foreword
  6. Preface
    1. ORGANIZATION OF THE BOOK
    2. WHO AND HOW TO READ THIS BOOK
  7. Acknowledgment
  8. Section 1: Fundamentals of Industrial Informatics and Design
    1. Chapter 1: Fundamentals of Industrial Informatics and Communication Technologies
      1. ABSTRACT
      2. INTRODUCTION
      3. DESIGN OF INDUSTRIAL NETWORK
      4. WIRELESS COMMUNICATIONS IN INDUSTRIAL NETWORK
      5. CONCLUSION
    2. Chapter 2: Industrial Information Security, Safety, and Trust
      1. ABSTRACT
      2. INTRODUCTION TO INFORMATION SECURITY
      3. SECURITY DESIGN AND ARCHITECHTURE
      4. ANALYSIS AND RECOMMENDATIONS
      5. CONCLUSION
    3. Chapter 10: Industrial Informatics
      1. ABSTRACT
      2. INTRODUCTION
      3. WHAT ARE SEMANTIC TECHNOLOGIES, SEMANTIC WEB, AND ONTOLOGIES?
      4. BUSINESS DATA
  9. Section 2: Computational Intelligence in Informatics Algorithms
    1. Chapter 3: Fuzzy Logic
      1. ABSTRACT
      2. INTRODUCTION
      3. FUZZY SET THEORY: CONCEPTS AND TERMINOLOGIES
      4. TYPES OF MEMBERSHIP FUNCTIONS
      5. FUZZY OPERATORS
      6. FUZZY MEASURES
      7. FUZZY LOGIC
      8. FUZZY CONTROL
      9. APPLICATIONS OF FUZZY SETS AND FUZZY LOGIC BASED SYSTEMS
      10. DISCUSSIONS AND CONCLUSION
    2. Chapter 4: ANNs for Identifying Shock Loads in Continuously Operated Biofilters
      1. ABSTRACT
      2. BACKGROUND
      3. INTRODUCTION
      4. MATHEMATICAL MODELS FOR WASTE GAS TREATMENT SYSTEMS
      5. ARTIFICIAL NEURAL NETWORKS
      6. MATERIALS AND METHODS
      7. RESULTS AND DISCUSSIONS
      8. CONCLUSION
    3. Chapter 5: Novel Meta-Heuristic Optimization Techniques for Solving Fuzzy Programming Problems
      1. ABSTRACT
      2. INTRODUCTION
      3. GENETIC ALGORITHMS
      4. PROBLEM STATEMENT
      5. EXPERIMENTAL RESULTS
      6. CONCLUSION
    4. Chapter 6: Functional Safety of Distributed Embedded Control Systems
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. INDUSTRIAL CASE STUDY: BENCHMARK PRODUCTION SYSTEMS FESTO AND ENAS
      5. TEMPORAL LOGIC
      6. CONTROL COMPONENT
      7. MULTI-AGENT ARCHITECTURE FOR RECONFIGURABLE EMBEDDED CONTROL SYSTEM
      8. MODEL-CHECKING OF DISTRIBUTED EMBEDDED CONTROL SYSTEM
      9. IMPLEMENTATION
      10. FUTURE RESEARCH DIRECTIONS
      11. CONCLUSION
    5. Chapter 7: Integration of Fuzzy Logic Techniques into DSS for Profitability Quantification in a Manufacturing Environment
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. FUZZY SYSTEM
      5. FUZZY MODEL
      6. CASE STUDY
      7. RESULTS AND DISCUSSION
      8. FUTURE RESEARCH DIRECTIONS
      9. CONCLUSION
    6. Chapter 8: Rough Set Based Aggregation for Effective Evaluation of Web Search Systems
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND AND RELATED WORK
      4. ROUGH SET THEORY
      5. LIMITATIONS OF ROUGH SET BASED RANK AGGREGATION
      6. AN IMPROVED VERSION OF ROUGH SET BASED RANK AGGREGATION
      7. EXPERIMENTS AND RESULTS
      8. CONCLUSION
    7. Chapter 9: Technology Support for Knowledge Management in Industrial Settings
      1. ABSTRACT
      2. INTRODUCTION
      3. MOTIVATION
      4. KNOWLEDGE MANAGEMENT IN ORGANIZATIONS
      5. KNOWLEDGE MANAGEMENT IN INDUSTIRAL SETTINGS
      6. KNOWLEDGE FLOW IN INDUSTRY
      7. CONCLUSION
    8. Chapter 11: Adaptive Network Based Fuzzy Interference System (ANFIS) Modeling of an Anaerobic Wastewater Treatment Process
      1. ABSTRACT
      2. INTRODUCTION
      3. FUZZY MODELING
      4. NEURAL NETWORKS (NNs)
      5. ANFIS MODELING
      6. CONCLUSION
    9. Chapter 12: Evolutionary Computing
      1. ABSTRACT
      2. INTRODUCTION
      3. EVOLUTIONARY COMPUTING: PRINCIPLES, CONCEPTS, AND ALGORITHMS
      4. APPLICATION PERSPECTIVES
      5. PORTFOLIO OPTIMIZATION: A CASE STUDY
      6. RESULTS
      7. DISCUSSION AND CONCLUSION
  10. Section 3: Emerging Trends in Industrial Informatics
    1. Chapter 13: Widespread Adoption of RFID Technology
      1. ABSTRACT
      2. INTRODUCTION
      3. RFID TECHNOLOGY
      4. DISCUSSION ON OPPORTUNITIES AND CHALLENGES
      5. CONCLUSION
    2. Chapter 14: Application of Wireless Sensor Networks in Industrial Settings
      1. ABSTRACT
      2. INTRODUCTION
      3. TECHNICAL CHALLENGES
      4. INDUSTRIAL WSN DESIGN
      5. SYSTEM ARCHITECTURE AND PROTOCOL DESIGN
      6. WIRELESS TECHNOLOGY
      7. NEW INDUSTRIAL APPLICATIONS
      8. FUTURE APPLICATIONS
      9. CASE STUDIES
      10. CONCLUSION
  11. Section 4: Tools and Technologies in Industry
    1. Chapter 15: Linux Based Real-Time Control over Industrial Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. INTRODUCTION TO PLASMA CUTTING MACHINE
      4. HARDWARE CONFIGURATION
      5. SOFTWARE
      6. RANGE AND COST OF THE PROJECT
      7. INTRODUCTION TO CAN BUS MODELLING
      8. SEVERAL MODELS
      9. MOTIVATION FOR THESIS THEME
      10. CAN BUS LATENCY MODEL (DAVIS ET AL., 2007)
      11. SIMULATION RESULTS
      12. CONCLUSIONS FOR CAN BUS MODELING
      13. CONCLUSIONS FOR CAN BUS USAGE
      14. INTRODUCTION FOR ETHERCAT USAGE AS CAN BUS REPLACEMENT
      15. ETHERNET
      16. ETHERCAT
      17. ANALOG COMPUTER
      18. APPLICATION ARCHITECTURE
      19. APPLICATION
      20. CONCLUSIONS FOR ETHERCAT USAGE IN FUTURE PROJECTS
      21. INTRODUCTION TO THE NEW FRAMEWORK
      22. SEVERAL APPROACHES
      23. THE CHOICE
      24. MODULARITY AND MULTIPLE LEVELS
      25. CONCLUSIONS FOR NEW FRAMEWORK
      26. FUTURE RESEARCH DIRECTIONS
      27. FINAL CHAPTER CONCLUSION
    2. Chapter 16: Traffic Control of Two Parallel Stations Using the Optimal Dynamic Assignment Policy
      1. ABSTRACT
      2. INTRODUCTION
      3. MATHEMATICAL BACKGROUND OF THE QUEUE
      4. OPTIMAL CONTROL TO ACCESS USING THE CRITERIA OF THE ACTUALIZED COST
      5. CONCLUSION
    3. Chapter 17: Feasible Automatic Reconfigurations of Real-Time OS Tasks
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. PROBLEM
      5. CONTRIBUTIONS
      6. EXPERIMENTATION
      7. FUTURE RESEARCH DIRECTIONS
      8. CONCLUSION
    4. Chapter 18: Improving Industrial Product Lifecycle Management by Semantic Data Federations
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. CASE STUDY: INDUSTRIAL PRODUCT LIFECYCLE MANAGEMENT
      5. REFERENCE ARCHITECTURE
      6. DISCUSSION AND FUTURE RESEARCH DIRECTIONS
      7. CONCLUSION
    5. Chapter 19: SoftPLC-Based Control
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. THE ETHERCAT PROTOCOL
      5. COMMERCIAL VS. OPEN-SOURCE SOLUTIONS
      6. AN EXAMPLE OF APPLICATION WITH TWINCAT AND ETHERLAB EM
      7. CONCLUSION AND FUTURE DIRECTIONS
    6. Chapter 20: Performance Evaluation of a Dynamic Model of a Photovoltaic Module for Real-Time Maximum Power Tracking
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. PHOTOVOLTAIC MODULES
      5. PHOTOVOLTAIC MODELING
      6. MODELING AND SIMULATION
      7. EXPERIMENTAL VALIDATION
      8. DESIGN OF EXPERIMENT (DoE)
      9. FUTURE RESEARCH DIRECTIONS
      10. CONCLUSION
  12. Section 5: Case Studies in Industrial Informatics
    1. Chapter 21: III-V Nitride Based Novel Solid-State Terahertz Power-Source
      1. ABSTRACT
      2. INTRODUCTION
      3. SIMULATION TECHNIQUE
      4. RESULTS AND DISCUSSION
      5. FABRICATION ISSUES RELATED TO GAN IMPATT DIODE
      6. CONCLUSION
    2. Chapter 22: Secure RFID-Enablement in Modern Companies
      1. ABSTRACT
      2. INTRODUCTION
      3. CASE STUDY: COUNTERFEITS IN THE PHARMACEUTICAL SUPPLY CHAIN
      4. SECURITY THREATS IN RFID-AIDED SUPPLY CHAINS
      5. COSTS FOR RFID-ENABLEMENT
      6. COUNTERMEASURES FOR RFID-SPECIFIC SECURITY THREATS
      7. THE AUTHENTICATION PROCESS
      8. SECURITY EVALUATION
      9. SUMMARY
      10. THE AUTHENTICATION PROCESS
      11. SECURITY EVALUATION
      12. SUMMARY
      13. COST EVALUATION
      14. CONCLUSION
      15. APPENDIX I
    3. Chapter 23: An Intelligent Hybrid Model for Bus Load Forecasting in Electrical Short-Term Operation Tasks
      1. ABSTRACT
      2. INTRODUCTION
      3. THE ELECTRIC POWER OPERATION PLANNING
      4. THE LOAD FORECASTING PROBLEM
      5. THE SHORT-TERM BUS LOAD FORECASTING PROBLEM
      6. THE BUS LOAD FORECASTING METHODOLOGY
      7. CASE STUDY
      8. CONCLUSION AND FUTURE INVESTIGATION
    4. Chapter 24: Intelligent Techniques for the Analysis of Power Quality Data in Electrical Power Distribution System
      1. ABSTRACT
      2. INTRODUCTION
      3. POWER DISTRIBUTION NETWORK
      4. IMPORTANCE OF POWER QUALITY MONITORING IN ELECTRICAL POWER SYSTEM
      5. POWER QUALITY MONITORING IN ELECTRICAL POWER SYSTEM
      6. CONVENTIONAL METHODS OF POWER QUALITY MONITORING
      7. POWER QUALITY MONITORING IN FUTURE POWER DISTRIBUTION NETWORKS
      8. POWER QUALITY DATA
      9. PRINCIPAL COMPONENT ANALYSIS TECHNIQUE
      10. METHODOLOGY FOR ESTIMATION OF PQ DATA
      11. FEED FORWARD BACK PROPAGATION (FFBP)
      12. RECURRENT NEURAL NETWORK
      13. ESTIMATION OF HARMONICS
      14. CONCLUSION
  13. Compilation of References
  14. About the Contributors
  15. Index