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Power consumption information processing method and device

A technology of electricity consumption information and processing methods, which is applied in the field of electric power, and can solve problems such as errors in actual electricity consumption and poor accuracy of electricity consumption by users

Pending Publication Date: 2021-04-06
STATE GRID BEIJING ELECTRIC POWER +1
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Problems solved by technology

[0005] The embodiment of the present application provides a method and device for processing electricity consumption information, so as to at least solve the poor accuracy of user electricity consumption obtained by analysis due to the use of K-Means clustering algorithm in the related art to analyze historical load data, and the There are technical problems with large errors in the actual power consumption

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  • Power consumption information processing method and device
  • Power consumption information processing method and device

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Embodiment Construction

[0026] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0027] It should be noted that the terms "first" and "second" in the description and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such...

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Abstract

The invention discloses a power consumption information processing method and device. The method comprises the following steps that sample electricity consumption information of an electricity consumption terminal is acquired, wherein the sample electricity consumption information comprises an electricity consumption sample and influence factor data associated with the electricity consumption sample; and regression analysis is carried out on the sample electricity consumption information by using a BP neural network regression model to obtain a regression model, wherein the regression model represents an electricity consumption law and is used for predicting the electricity consumption of the user residence within a predetermined time. The technical problems of poor accuracy of the analyzed electricity consumption of the user and large error with the actual electricity consumption condition due to the fact that the historical load data is analyzed by adopting the KMeans clustering algorithm in the related technology are solved.

Description

technical field [0001] The present application relates to the field of electric power, and in particular, relates to a method and device for processing power consumption information. Background technique [0002] With the rapid development of my country's economy and the continuous deepening of the reform of the electric power system, electric energy has become an important part of my country's residential energy consumption. There are many factors affecting the electricity level, including price factors, climate factors, income factors, etc. Doing a good job in the mining and analysis of residential energy consumption can help government departments formulate effective power policies and power planning, reduce the growing environmental pressure, and help power companies rationally arrange power production and operation plans to improve people's living standards. [0003] The law of energy use (law of electricity use) in the related technology is to classify and recognize th...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q50/06G06N3/08G06N3/04G06Q10/04G06F17/18
CPCG06Q50/06G06N3/084G06Q10/04G06F17/18G06N3/045
Inventor 张禄王培祎严嘉慧徐蕙陆斯悦马龙飞焦然李香龙丁屹峰张宝群赵宇彤
Owner STATE GRID BEIJING ELECTRIC POWER
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