Research into the Household Load Disaggregation Algorithm Based on Residual Convolution Module

Zhoujun Ma, Xianwei Hou,Hong Zhu,Lei Wei,Wei Huang, Junwei Niu

2021 IEEE Sustainable Power and Energy Conference (iSPEC)(2021)

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摘要
Among the grid users, residential user, with its large number and access to a wide variety of home appliances, consume a significant amount of electricity and feature strong demand response abilities. The non-intrusive load monitoring algorithm could be adopted to analyze the data of the household smart meters to extract useful information such as the types of household appliances and power consum...
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关键词
Home appliances,Load monitoring,Convolution,Time series analysis,Neural networks,Logic gates,Smart meters
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