Title :
Study on distilling fault character of converter based on genetic programming
Author :
Lu, Zhiguo ; Long, Zhiqiang ; Huan, Shang
Author_Institution :
Eng. Res. Center of Maglev, Nat. Univ. of Defense Technol., Changsha, China
Abstract :
The traction convertor is a key part to the whole system of the type CMS-3 maglev. Aming at the difficult problem of distilling the tractive fault character of the converter, the genetic programming method is adopted to distill the best fault character in this paper and the answers achieved by this method can effectively solve the problem. Compared with the method which uses the primitive fault characters to diagnose the traction converter, experiments show that the genetic programming method is proper, and it can find the best tractive fault character of the converter and distinguishably raise the diagnosing rate.
Keywords :
convertors; fault diagnosis; genetic algorithms; magnetic levitation; mathematical programming; traction; CMS-3 maglev; converter; distilling fault character; genetic programming; traction convertor; tractive fault character; Converters; Electronic mail; Genetic engineering; Genetic programming; Magnetic levitation;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1340987