Application of Artificial Intelligence in Process Control

1st Edition

Lecture Notes Erasmus Intensive Course

Authors:

  • L. Boullart
  • A. Krijgsman
  • R. A. Vingerhoeds
  • Application of Artificial Intelligence in Process Control

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    Description

    This book is the result of a united effort of six European universities to create an overall course on the appplication of artificial intelligence (AI) in process control. The book includes an introduction to key areas including; knowledge representation, expert, logic, fuzzy logic, neural network, and object oriented-based approaches in AI. Part two covers the application to control engineering, part three: Real-Time Issues, part four: CAD Systems and Expert Systems, part five: Intelligent Control and part six: Supervisory Control, Monitoring and Optimization.

    Readership

    For graduates, postgraduates and researchers in the areas of intelligent process control systems, computer-aided and control engineering, computer science and AI.

    Table of Contents

    Preface. Contributing authors. Part I: Artificial Intelligence. Roadmap. A gentle introduction to artificial intelligence, L. Boullart. Knowledge representation by logic, L. Boullart. Object orientation and object-oriented programming, L. Boullart. Expert system case study: the chocolate biscuit factory, J. Efstathiou. Using A.I.-formalisms in programming logic controllers, L. Boullart. An introduction to expert system development, M. Tomàs Saborido. Introduction to fuzzy logic and fuzzy sets, R. Vepa. An introduction to neural networks, G. Wells. Part II: Control Engineering. Roadmap. Computer control systems: an introduction, M. G. Rodd & G. J. Suski. Towards intelligent control: integration of AI in control, H. B. Verbruggen et al. Part III: Real-Time Issues. Roadmap. Real-time and communication issues, M. G. Rodd. Real-time expert systems, A. Crespo Lorente. Part IV: CAD Systems using Expert Systems. Roadmap. User interfaces and the role of artificial intelligence in computer aided control engineering, C. P. Jobling. Part V: Intelligent Control. Roadmap. Fuzzy controllers, P. Albertos. Adaptive fuzzy control, R. Jager. Neural networks for control, G. Cembrano & G. Wells. Associative memories: the CMAC approach, A. J. Krijgsman. Part VI: Supervisory Control - Monitoring - Optimization. Roadmap. Supervised adaptive control, F. Morant et al. Monitoring and fault diagnosis in control engineering, R. Vepa. Expert governed numerical optimization, R. A. Vingerhoeds. Author index. Subject index.

    Details

    No. of pages:
    544
    Language:
    English
    Copyright:
    © 1992
    Published:
    Imprint:
    Pergamon
    Print ISBN:
    9780080420172
    Electronic ISBN:
    9780080912639

    About the authors

    L. Boullart

    Affiliations and Expertise

    University of Ghent, Belgium

    A. Krijgsman

    Affiliations and Expertise

    Delft University of Technology, The Netherlands

    R. A. Vingerhoeds

    Affiliations and Expertise

    University of Ghent, Belgium