Using immunology principles for fault detection
Branco, P.J.C.
Dente, J.A.
Mendes, R.V.
Laboratorio de Mecatronica, Inst. Superior Tecnico, Lisbon, Portugal;
This paper appears in: Industrial Electronics, IEEE Transactions on
Publication Date: Apr 2003
Volume: 50,
Issue: 2
On page(s): 362- 373
ISSN: 0278-0046
INSPEC Accession Number: 7569981
Digital Object Identifier: 10.1109/TIE.2003.809418
Current Version Published: 2003-04-08
Abstract
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.
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