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Novel Application of Heterogeneous Ensemble Learning in Fault Diagnosis of Photovoltaic Modules

2021 International Conference on Smart-Green Technology in Electrical and Information Systems (ICSGTEIS)(2021)

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摘要
The existing fault diagnosis methods of photovoltaic modules have some limitations: they only consider the influence of the area size of fault array when determining the fault level, and ignore the impact of the strength of fault factor itself. Addressing the issues, and in order to surmount the limited performance caused by the reliance on a single method simultaneously, this study proposes a nov...
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关键词
photovoltaic modules,fault diagnosis,heterogeneous ensemble learning,current-voltage characteristic curves
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