Using immunology principles for fault detection

被引:49
作者
Branco, PJC [1 ]
Dente, JA
Mendes, RV
机构
[1] Inst Super Tecn, DEEC, Lab Mecatron, P-1096 Lisbon, Portugal
[2] Univ Bielefeld, Zentrum Interdisziplinare Forsch, D-33615 Bielefeld, Germany
关键词
fault diagnosis; immune-based systems; induction motors; learning systems;
D O I
10.1109/TIE.2003.809418
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The immune system is a cognitive system of complexity comparable to the brain and its computational algorithms suggest new solutions to engineering problems or new ways of looking at these problems. Using immunological principles, a two(or three-) module algorithm is developed which is capable of launching a specific response to an anomalous situation for diagnostic purposes. Experimental results concerning fault detection in an induction motor are presented as an example illustrating how the immune-based system operates, discussing its capabilities, drawbacks, and future developments.
引用
收藏
页码:362 / 373
页数:12
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