Abstract
A novel method of stimuli design for analogue circuit fault diagnosis is presented based on a genetic algorithm and wavelet packet decomposition. The method is characterised by reduced fault ambiguity and more accurate fault classification. Computation is also reduced because the method does not require matrix inversion and calculation. The proposed method is suitable for transient and AC input sources and can be applied to both linear and nonlinear circuits.
Original language | English |
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Pages (from-to) | 173-183 |
Journal | International Journal of Electronics |
Volume | 98 |
Issue number | 2 |
DOIs | |
Publication status | Published - 2010 |
Keywords
- fault diagnosis
- tolerance
- analogue circuits
- stimuli design
- wavelets
- GA