Lightweight artificial intelligence algorithm library construction method for power distribution area

The invention provides a lightweight artificial intelligence algorithm library construction method for a power distribution area. The method comprises the following steps: S1, reducing a transformer area historical operation scene based on dimensionality reduction and a clustering algorithm, and ext...

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Bibliographische Detailangaben
Hauptverfasser:	ZHU SHUJUAN, CHEN BEIBEI, WU CANXIONG, WU HAN, LI ZEWEN, LI LINGFEI, LU JIA'EN, FAN YUANLIANG, LIN JIANLI, CHEN WEIMING, ZHAO JIAN, HUANG XINGHUA, LI XIAOXIAN
Format:	Patent
Sprache:	chi ; eng
Schlagworte:	CALCULATING COMPUTING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC COMMUNICATION TECHNIQUE ELECTRIC DIGITAL DATA PROCESSING ELECTRICITY PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Beschreibung
Zusammenfassung:	The invention provides a lightweight artificial intelligence algorithm library construction method for a power distribution area. The method comprises the following steps: S1, reducing a transformer area historical operation scene based on dimensionality reduction and a clustering algorithm, and extracting a representative transformer area typical operation scene; s2, by recording real-time operation data of edge equipment when the artificial intelligence algorithm is applied to the low-voltage distribution transformer area, a matching relation between a transformer area operation state and each artificial intelligence algorithm application is constructed, and then matching between the artificial intelligence algorithm and a transformer area operation scene is achieved; s3, considering the data transmission bandwidth, the internal storage space size and the calculation speed difference of each fusion terminal, constructing a lightweight artificial intelligence algorithm by using an artificial intelligence alg