Research on non-intrusive unknown load identification technology based on deep learning

Bo Yin, Liwen Zhao,Xianqing Huang,Ying Zhang,Zehua Du

International Journal of Electrical Power & Energy Systems（2021）

引用 7|浏览6

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摘要

•A hybrid SIFC method is proposed to determine the unknown state or new load.•The isolated forest method is introduced to improve the judgment of unknown loads.•A shared parameter migration method is proposed to realize model self-updating.

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关键词

Load identification,Model self-update,Siamese neural network,Convex hull overlap rate,Migration learning

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