发明名称 PARTIAL DISCHARGE SIGNAL PROCESSING METHOD AND APPARATUS EMPLOYING NEURAL NETWORK
摘要 A partial discharge signals processing method includes: setting a first discrimination criterion among the following criteria: discharge signals acquisition, discharge signals noise filtering, and discharge signals classification; providing a plurality of pulse waveforms associated with detected partial discharge waveform signals; defining at least a first reference pulse waveform in accordance with the first criterion; performing a first training of a neural network module based on the at least a first reference pulse waveform to produce a similarity index adapted to selectively assume a first value and a second value representative of a similarity/non similarity of an input pulse waveform with the at least a first reference pulse waveform, respectively; comparing the plurality of pulse waveforms with the at least a first reference pulse waveform by means of the neural network module to obtain first similarity index values; and memorizing/rejecting each compared pulse waveform on the basis of the obtained first similarity index values and on the second discrimination criterion.
申请公布号 US2016116520(A1) 申请公布日期 2016.04.28
申请号 US201314889983 申请日期 2013.05.10
申请人 PRYSMIAN S.P.A. 发明人 DI STEFANO Antonio;CANDELA Roberto;FISCELLI Giuseppe;GIACONIA Giuseppe Costantino
分类号 G01R31/02;G06N3/08;G06N3/04;G01R31/12 主分类号 G01R31/02
代理机构 代理人
主权项
地址 Milan IT