Research into the Household Load Disaggregation Algorithm Based on Residual Convolution Module
2021 IEEE Sustainable Power and Energy Conference (iSPEC)(2021)
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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