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Electricity consumption abnormity analysis method, device, equipment, medium and product

An analysis method and technology of electrical anomalies, applied in the field of grid power, can solve the problems of manpower consumption and dependence on labor, and achieve the effect of saving manpower and solving manpower consumption

Pending Publication Date: 2022-05-10
SHENZHEN POWER SUPPLY BUREAU
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Problems solved by technology

[0004] However, the traditional method of abnormal electricity consumption detection is too dependent on manual work, and there is a problem of manpower consumption

Method used

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  • Electricity consumption abnormity analysis method, device, equipment, medium and product
  • Electricity consumption abnormity analysis method, device, equipment, medium and product
  • Electricity consumption abnormity analysis method, device, equipment, medium and product

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Embodiment Construction

[0040] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0041] In this embodiment, a method for analyzing abnormal power consumption is provided. This method can be applied to computer equipment. The computer equipment can be a server or a terminal. Taking a terminal as an example, its internal structure diagram can be as follows figure 1 shown. The computer device includes a processor, a memory, a communication interface, a display screen and an input device connected through a system bus. Wherein, the processor of the computer device is used to provide calculation and control capabilities. The memory of the computer device ...

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Abstract

The invention relates to a power consumption abnormity analysis method and device, computer equipment, a storage medium and a computer program product. The method comprises the steps that power utilization data of a user are obtained, reconstruction data corresponding to the power utilization data are determined according to the power utilization data and a preset noise reduction auto-encoder, the noise reduction auto-encoder is obtained through training on the basis of historical power utilization data of the user and historical reconstruction data corresponding to the historical power utilization data, data analysis is conducted on the reconstruction data, and a noise reduction result is obtained. And determining whether the power consumption data is abnormal. By adopting the method, manpower can be saved.

Description

technical field [0001] The present application relates to the technical field of grid power, and in particular to an analysis method, device, computer equipment, storage medium and computer program product for abnormal electricity consumption. Background technique [0002] With the development of economy and technology and the improvement of people's living standards, electric energy has become an indispensable energy in people's production and life, but the problem of stealing electricity has also increased significantly. The construction of smart meters and smart grids is also constantly advancing and improving. The power grid big data platform of the power company obtains a large amount of user electricity consumption data. By analyzing and researching these electricity consumption data, potential safety hazards caused by abnormal electricity consumption can be avoided. . Therefore, abnormal analysis of electricity consumption data is a necessary work and an important me...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q50/06G06K9/62
CPCG06Q10/0639G06Q50/06G06F18/22
Inventor 梁洪浩刘涛伍少成姜和芳陈晓伟
Owner SHENZHEN POWER SUPPLY BUREAU
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