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| APPLICATION OF ARTIFICIAL INTELLIGENCE IN PROCESS CONTROL
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Edited By
L. Boullart, University of Ghent, Belgium
A. Krijgsman, Delft University of Technology, The Netherlands
R. A. Vingerhoeds, University of Ghent, Belgium
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.
Audience
For graduates, postgraduates and researchers in the areas of intelligent process control systems, computer-aided and control engineering, computer science and AI.
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.
| Bibliographic details |
Paperback, 0 pages, publication date: JUN-1993
ISBN-13: 978-0-08-042017-2
ISBN-10: 0-08-042017-6
Imprint: PERGAMON
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| Price and Ordering |
Price:
GBP 57
EUR 66.95
USD 93.95
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Last update: 4 Sep 2009
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