Paper Info
Title
An Immune Inspired Fault Diagnosis System for Analog Circuits using Wavelet Signatures
Abstract
This work focuses on fault diagnosis of electronic analog circuits. A fault diagnosis system for analog circuits based on wavelet decomposition and artificial immune systems is proposed. It is capable of detecting and identifying faulty components in analog circuits by analyzing its impulse response. The use of wavelet decomposition for preprocessing of the impulse response drastically reduces the size of the detector used by the Real-valued Negative Selection Algorithm (RNSA). Results have demonstrated that the proposed system is able to detect and identify faults in a Sallen-Key bandpass filter circuit.
Year
DOI
Venue
2004
10.1109/EH.2004.1310822
Evolvable Hardware
Keywords
Field
DocType
analogue circuits,band-pass filters,electronic engineering computing,fault diagnosis,fault location,transient response,wavelet transforms,Sallen-Key bandpass filter circuit,artificial immune systems,electronic analog circuits,fault diagnosis system,impulse response,real-valued negative selection algorithm,wavelet decomposition,wavelet signatures
Transient response,Impulse response,Artificial immune system,Analogue electronics,Fault detection and isolation,Electronic engineering,Engineering,Detector,Wavelet,Wavelet transform
Conference
Citations 
PageRank 
References 
8
0.63
2
Authors
4
Name
Order
Citations
PageRank
Jorge Luís Machado Do Amaral1152.80
José Franco Machado Do Amaral2306.52
Ricardo Tanscheit311821.53
Marco Aurélio Cavalcanti Pacheco414322.29