Intelligent control is a rapidly developing, complex and challenging
field with great practical importance and potential. Because of the rapidly
developing and interdisciplinary nature of the subject, there are only
a few edited volumes consisting of research papers on intelligent control
systems but little is known and published about the fundamentals and the
general know-how in designing, implementing and operating intelligent control
Intelligent control system emerged from artificial intelligence and
computer controlled systems as an interdisciplinary field. Therefore the
book summarizes the fundamentals of knowledge representation, reasoning,
expert systems and real-time control systems and then discusses the design,
implementation verification and operation of real-time expert systems using
G2 as an example. Special tools and techniques applied in intelligent control
are also described including qualitative modelling, Petri nets and fuzzy
controllers. The material is illlustrated with simple examples taken from
the field of intelligent process control.
Audience: The book is suitable for advanced undergraduate students
and graduate engineering students. In addition, practicing engineers will
find it appropriate for self-study.
1. Getting Started.
2. Knowledge Representation.
3. Reasoning and Search in Rule-Based Systems.
4. Verification and Validation of Rule-Bases.
5. Tools for Representation and Reasoning.
6. Real-Time Expert Systems.
7. Qualitative Reasoning.
8. Petri Nets.
9. Fuzzy Control Systems.
10. G2: An Example of a Real-Time Expert System.
About the Authors.