Application of a Radial Basis Function (RBF) Neural Network for Fault Diagnosis in a HVDC System K. G. Narendra V. K. Sood* (Senior Member) K. Khorasani R. Pate1 (Fellow)
作者： Montee Ste Julie
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摘要: The application of a Radial Basis Function (RBF) Neural Network (NN) for fault diagnosis in HVDC system is presented this paper. To provide reliable pre- processed input to the RBF NN, new pre-classifier pro- posed. This consists an adaptive filter (to track proportional values fundamental and aver- age components sensed variables), sig- nal conditioner which uses expert Knowledge Base (KB) aid pre-classification signal. posed method evaluated using simula- tions performed with EMTP package.
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