Gateway electric energy metering missing data filling method and system fusing historical data

The invention discloses a historical data fused gateway electric energy metering missing data filling method and system. The method comprises the steps that a currently-collected one-dimensional electric energy data sequence Q containing missing data and a one-dimensional electric energy data sequen...

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Hauptverfasser: LIU ENPING, WANG HAIYUAN, LUO BINGXIANG, LUO YAZHUO, PENG XIAO, LU ZIHAO, LIANG WENTAO, WEN HE, TAN HAIBO, YAN ZHONGZONG, MAO JIAN, ZHANG LU, HUANG HONGQIAO, OUYANG JIE, GUO GUANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a historical data fused gateway electric energy metering missing data filling method and system. The method comprises the steps that a currently-collected one-dimensional electric energy data sequence Q containing missing data and a one-dimensional electric energy data sequence P collected in the same period of the last year are recombined into a one-dimensional electric energy data sequence E; the one-dimensional electric energy data sequence E is converted into a matrix Mp (e) with the same anti-diagonal element value, and the matrix Mp (e) is approximately decomposed into low-rank matrixes U and V and a residual matrix S; calculating an estimation matrix A according to A = UV + S; and estimating missing data in the one-dimensional electric energy data sequence E by using the estimation matrix A so as to obtain the missing data in the currently collected one-dimensional electric energy data sequence Q containing the missing data. The objective of the invention is to solve the problem