2024
DOI: 10.3390/en17020361
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Classification Algorithm for DC Power Quality Disturbances Based on SABO-BP

Xiaomeng Duan,
Wei Cen,
Peidong He
et al.

Abstract: To better address and improve the issues related to DC power quality, this paper proposes an identification method tailored for DC power quality disturbances. First, it explores the underlying mechanisms and waveform characteristics of common DC power disturbances. By integrating the results of time–frequency analysis obtained through the S-transform, five distinct features are designed and extracted to serve as classification indicators. The SABO algorithm is subsequently employed to optimize the BP neural ne… Show more

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