Self-testing and self-learning fuzzy expert system for technological process control

Computers in Industry

Volumn 37, Issue 2, 1998, Pages 135-141

  Lekova, Anna Kostadinova ^a   Batanov, D ^b  

^a BULGARIAN ACADEMY OF SCIENCES   (Bulgaria)

^b ASIAN INSTITUTE OF TECHNOLOGY   (Thailand)

Author keywords

Expert systems; Fuzzy control; Fuzzy rule generation; Intelligent manufacturing; Logic programming; Man machine systems

Indexed keywords

FUZZY CONTROL; FUZZY SETS; LEARNING SYSTEMS; LOGIC PROGRAMMING; MAN MACHINE SYSTEMS; PROCESS CONTROL;

FUZZY CERTAINTY FACTORS; INTELLIGENT MANUFACTURING; SELF-LEARNING FUZZY EXPERT SYSTEMS; SELF-TESTING FUZZY EXPERT SYSTEMS;

EXPERT SYSTEMS;

EID: 0032154962     PISSN: 01663615     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0166-3615(98)00089-x     Document Type: Article

References (10)

1. Sh. Abe, M. Lan, Fuzzy rules extraction directly from numerical data for function approximation, IEEE Trans, on Systems, Man and Cybernetics 25 (1) (1995) 119-129.
2. S. Chen, A weighted fuzzy reasoning algorithm for medical diagnosis, Decision Support Systems 11 (1994) 37-43.
3. R.A. Herrod, L. Tietz, On-line expert systems and their role in the control systems of the future, ISA Transactions 29 (1) (1990) 41-45.
4. K. Hirota (Ed.), Industrial Applications of Fuzzy Technology, Springer-Verlag, 1993.
5. Ch. Lee, Fuzzy logic in control system: fuzzy logic controller - Part I, IEEE Trans, on Systems, Man and Cybernetics 20 (2) (1990) 404-418.
6. Ch. Lee, Fuzzy logic in control system: fuzzy logic controller - Part II, IEEE Trans, on Systems, Man and Cybernetics 20 (2) (1990) 419-435.
7. A. Lekova, D. Batanov, Self-Learning Fuzzy-Expert System for Technological Process Control, Proc. of the First International Conference on Successes and Failures of Knowledge-Based Systems in Real-World Applications, Bangkok, October, 1996, pp. 117-123.
8. P.E. Lehner, On the role of artificial intelligence in command and control, IEEE Trans, on Systems, Man and Cybernetics 16 (6) (1986) 824-833.
9. L. Mikhailov, A. Lekova, A. Nabout, Method for Fuzzy Rules Extraction from Numerical Data, Complex Systems, no. 1, 1996, pp. 7-17.
10. L. Zadeh, The Concept of a Linguistic Variable and its Application to Approximate Reasoning, American Elsevier Publishing, New York, 1973.