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E-raamat: Application of Artificial Intelligence in Process Control: Lecture Notes Erasmus Intensive Course

Edited by (Delft University of Technology, The Netherlands), Edited by (University of Ghent, Belgium), Edited by (University of Ghent, Belgium)
  • Formaat: PDF+DRM
  • Ilmumisaeg: 22-Oct-2013
  • Kirjastus: Pergamon Press
  • Keel: eng
  • ISBN-13: 9780080912639
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  • Formaat: PDF+DRM
  • Ilmumisaeg: 22-Oct-2013
  • Kirjastus: Pergamon Press
  • Keel: eng
  • ISBN-13: 9780080912639
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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.
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.
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