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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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 |
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