Power utilization evaluation method and system based on clustering algorithm, and medium

• Main Authors: ZHANG RAN, ZHANG JUNSHENG, XUE LISI, ZHONG LI, SUN XIAOLU, WU MENG, XIE ZHI, LI CHUNMIN, FANG JIANQUAN, LIU CHEN
• Format: Patent
• Language: Chinese; English
• Published: 08.08.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention discloses an electricity utilization evaluation method and system based on a clustering algorithm, and a medium. The method comprises the following steps: obtaining first data; performing iterative updating processing on the first data by adopting an AP clustering algorithm to obtain a first class load curve, a second class load curve and a third class load curve; performing difference operation on the first type of load curve and the second type of load curve to obtain an interruption curve; processing the third type of load curve by adopting a k-means clustering algorithm and a DTW algorithm to obtain a transfer curve; evaluating the power utilization characteristics and the adjustment capability of the user through the interruption curve and the transfer curve; the method has the beneficial effects that the interruption curve and the transfer curve which can integrate various indexes into a whole are constructed through a secondary clustering method, and the evaluation of the power utilizatio