Title :
Knowledge-base system approach to power electronic systems fault diagnosis
Author :
Szczesny, Romuald ; Kurzynski, P. ; Piqueb, H. ; Hwan, Krzysztof
Author_Institution :
Dept. of Electr. Eng., Tech. Univ. Gdansk, Poland
Abstract :
In this paper a knowledge-based system approach to fault diagnosis is presented. In this case, the knowledge base contains information about normal and fault system operation. The example of an induction motor drive fed by a three-phase diode rectifier and transistor inverter is chosen. Different faults of electric drives are classified and investigated. Simulation for fault diagnosis is applied. A knowledge-base is built using a tree structure with object oriented techniques. The presented problems allow the application of an expert system to the fault diagnosis of power electronic circuits
Keywords :
AC-AC power convertors; diagnostic expert systems; electric machine analysis computing; fault diagnosis; induction motor drives; invertors; object-oriented methods; rectifying circuits; fault diagnosis; induction motor drive; knowledge-based system approach; object oriented techniques; power electronic systems; simulation; three-phase diode rectifier; transistor inverter; tree structure; Circuit faults; Circuit simulation; Diodes; Fault diagnosis; Induction motor drives; Inverters; Knowledge based systems; Object oriented modeling; Power electronics; Rectifiers;
Conference_Titel :
Industrial Electronics, 1996. ISIE '96., Proceedings of the IEEE International Symposium on
Conference_Location :
Warsaw
Print_ISBN :
0-7803-3334-9
DOI :
10.1109/ISIE.1996.551082