Study on Neural Network of Circuit Failure Diagnosis System

Combining the failure practical example, neural network analysis is used for diagnosis. Using the neural network in MATLAB to simulate the circuit fault system, this is using two different kinds of training functions. For the better analysis of failure diagnosis problems, firstly, using MATLAB softw...

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Bibliographische Detailangaben
Hauptverfasser: Chenghui Yang, Jianjun Meng, Wenzhe Qi
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:Combining the failure practical example, neural network analysis is used for diagnosis. Using the neural network in MATLAB to simulate the circuit fault system, this is using two different kinds of training functions. For the better analysis of failure diagnosis problems, firstly, using MATLAB software to simulate failure problems such as the emergence of regular power, short circuit and broken circuit. Through the training functions traingdm training function and trainglm training function, then, we get the conclusion that which function is better for the diagnoses of circuit failure, and the importance of the simulation of the circuit failure system.
DOI:10.1109/ISCSCT.2008.150