Application of Artificial Intelligence in Process Control

Application of Artificial Intelligence in Process Control Lecture Notes Erasmus Intensive Course

By: L. Boullart (Editor), A. Krijgsman (Editor), R. A. Vingerhoeds (Editor)

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Paperback | 14 June 1993

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544 Pages

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25.4 x 17.78 x 2.54

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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.

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Preface
Contributing authors
Artificial Intelligence
Roadmap
A gentle introduction to artificial intelligence
Knowledge representation by logic
Object orientation and object-oriented programming
Expert system case study: the chocolate biscuit factory
Using A.I.-formalisms in programming logic controllers
An introduction to expert system development
Introduction to fuzzy logic and fuzzy sets
An introduction to neural networks
Control Engineering
Roadmap
Computer control systems: an introduction
Towards intelligent control: integration of AI in control
Real-Time Issues
Roadmap
Real-time and communication issues
Real-time expert systems
CAD Systems using Expert Systems
Roadmap
User interfaces and the role of artificial intelligence in computer aided control engineering
Intelligent Control
Roadmap
Fuzzy controllers
Adaptive fuzzy control
Neural networks for control
Associative memories: the CMAC approach
Supervisory Control
Monitoring
Optimization
Roadmap
Supervised adaptive control
Monitoring and fault diagnosis in control engineering
Expert governed numerical optimization
Author index
Subject index
Table of Contents provided by Publisher. All Rights Reserved.

Application of Artificial Intelligence in Process Control