Electricity consumption abnormal behavior analysis method and device under fusion model

• Main Authors: CHENG XUMIN, WANG FAN, ZHOU YUE, ZHENG ZHIDING
• Format: Patent
• Language: Chinese; English
• Published: 07.03.2023
• 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 relates to an electricity consumption abnormity analysis technology, and discloses an electricity consumption abnormity behavior analysis method under a fusion model, which comprises the following steps: carrying out data cleaning and data labeling on historical electricity consumption data to obtain standard historical electricity consumption data; extracting first abnormal data corresponding to the standard historical power consumption data, and extracting second abnormal data corresponding to the standard historical power consumption data; extracting first standard data corresponding to the first optimization data and second standard data corresponding to the second abnormal data by using a preset primary regression model; generating standard analysis data according to the first standard data and the second standard data, and iteratively updating the primary regression model into a logistic regression model according to the standard analysis data and the standard historical power consumption