Fault Detection and Classification on a Transmission Line using Wavelet Multi Resolution Analysis and Neural Network

作者: Mamta Patel , R. N. Patel

DOI: 10.5120/7489-0543

关键词: WaveletTelecommunicationsComputer scienceElectric power transmissionDiscrete wavelet transformArtificial intelligencePattern recognitionFault detection and isolationArtificial neural networkFault indicatorFault (power engineering)Transmission line

摘要: and distribution lines are vital links between generating units consumers. They exposed to atmosphere, hence chances of occurrence fault in transmission line is very high, which has be immediately taken care order minimize damage caused by it. In this paper discrete wavelet transform voltage signals at the two ends have been analyzed. Transient energies detail information for consecutive data windows used analysis. Four layer feed forward back propagation neural networks designed classify locate different single ground conditions.

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