Multiple fault diagnosis in analogue circuits using time domainresponse features and multilayer perceptrons

摘要

A technique is described for diagnosing multiple faults innanalogue circuits from their impulse response function using multilayernperceptrons, in terms of a specific example. A Dirac impulse input tonthe circuit was simulated, and time domain features of the outputnresponse were classified by a system of two multilayer perceptrons tonproduce accurate numerical fault values