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The Application Research of Neural Networks to the Fault Diagnosis of Diesel Engine
Yue Min WANG;Qiang WEI;Wei Jian QIAN
Systems Engineering - Theory & Practice
2001, 21 (10):
52-57.
DOI: 10.12011/1000-6788(2001)10-52
This paper applies neural networks to diagnose the fault of diesel engines by using Scaled Conjugate Gradient Algorithm. First, the Scaled Conjugate Gradient Algorithm is discussed, then,the feature parameters and the kinds of fault used by diagnosing diesel engine fault are given. In addition, the best fit curve equations of feature parameters are extracted. At last, 6-135ZC diesel engine is exampled for this, and the neural networks is verified by using the fault data of diesel engine . Experimental resul...
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