Non-intrusive abnormal load behavior monitoring method, electronic equipment and storage medium

The invention relates to a non-intrusive abnormal load behavior monitoring method, electronic equipment and a storage medium, and the method comprises the steps: obtaining real-time monitoring data of non-intrusive load monitoring equipment, and carrying out the denoising of the real-time monitoring...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: HAN YINGHUA, ZHAO QIANG, FENG HANTONG, LI KEKE
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention relates to a non-intrusive abnormal load behavior monitoring method, electronic equipment and a storage medium, and the method comprises the steps: obtaining real-time monitoring data of non-intrusive load monitoring equipment, and carrying out the denoising of the real-time monitoring data; the monitoring data comprises total voltage and total current data of a preselected power circuit monitored by the non-intrusive load monitoring equipment; aiming at the denoised monitoring data, taking the monitoring data with load state conversion as effective monitoring data; based on a pre-constructed power strategy, performing color coding processing on the effective monitoring data to obtain a V-I track image of total voltage and total current corresponding to each power circuit; and inputting the V-I track image into a trained conditional generative adversarial network, and judging whether each power circuit has an abnormal load based on a generated feature reconstruction image. The non-intrusive load