Abnormal power consumption detection method and device, equipment and computer readable storage medium

Abstract

The invention introduces an abnormal power consumption detection method and device, equipment and a computer readable storage medium, and the method comprises the steps: carrying out the clustering and grouping of all to-be-detected users through a preset clustering algorithm according to the obtained power consumption data of all to-be-detected users; calculating an abnormal power utilization index of each to-be-detected user according to a clustering grouping result, and determining suspected abnormal power utilization users according to the abnormal power utilization index of each to-be-detected user; and determining a real abnormal power consumption user from the suspected abnormal power consumption users through a preset classifier. According to the invention, the workload of manual on-site troubleshooting of abnormal users is reduced, and the discrimination accuracy of abnormal electricity users is improved.

Description

technical field [0001] The present invention relates to the technical field of power system operation detection, in particular to a method, device, equipment and computer-readable storage medium for detecting abnormal power consumption. Background technique [0002] For a long time, non-technical power loss has caused huge economic losses to power companies, mainly including abnormal power consumption behaviors such as power theft, rate errors, and meter failures. Abnormal power consumption behaviors occur to varying degrees in both developed and developing countries. Therefore, from a global perspective, how to detect abnormal power consumption is a matter of great concern. Traditional detection methods for abnormal power consumption behavior include: on-site survey, load control center proofreading, and power consumption data analysis. At present, electricity consumption is characterized by a large number of users, a large amount of electricity consumption, and a huge am...

AI Technical Summary

Problems solved by technology

Traditional methods are difficult to adapt to the fast-growing power consumption market and various new abnormal power consumption problems

In addition, there is a problem of difficulty in finding abnormal electricity consumption behaviors: mainly relying on reports from the masses and routine inspections by power companies, usually only the tip of the iceberg can be found, and the human and material resources of power companies are difficult to match the large-scale power consumption market; There is a problem of difficult evidence collection: on-site inspections after discovering abnormal electricity users may not necessarily be able to maintain the scene of electricity theft

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