Method and device for classifying electric power users, computer device and storage medium

Abstract

The invention relates to a method and device for classifying electric power users, a computer device and a storage medium, and belongs to the technical field of classification. The method includes: acquiring a plurality of power load data, wherein each power load data corresponds to one power user; performing cluster analysis of the power load data according to the number of clusters in a preset range and a corresponding initial cluster center, wherein the initial cluster center is determined by the distance between the power load data and the corresponding number of clusters; obtaining cluster results corresponding to the numbers of the clusters respectively, and determining contour coefficient indexes of the cluster results; and determining the cluster result of the highest contour coefficient index as a final cluster result, and determining the cluster category to which the power user belongs according to the final cluster result. The above technical solution solves the problem thatthe classification of power users by the cluster analysis method is not accurate, and realizes accurate classification of power users.

Description

technical field [0001] The invention relates to the technical field of classification, in particular to a classification method, device, computer equipment and storage medium for power users. Background technique [0002] With the realization of "full coverage" of electricity consumption information collection under the background of smart grid, and the continuous accumulation of load data in recent years, the classification of power users based on electricity consumption information collection is of great significance. At present, the classification of power users is mainly based on the shape changes of the daily power load curves of power users, and the similarity of different power user load curves is measured, and the cluster analysis method is used to classify the power load data of power users. In the process of realizing the present invention, the inventors have found that there are at least the following problems in the prior art: the current power user classificatio...

AI Technical Summary

Problems solved by technology

In the process of realizing the present invention, the inventors have found that there are at least the following problems in the prior art: the current power user classification method usually determines or randomly

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