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Method and device for predicting power load, electronic equipment and medium

A technology of power load and forecast value, applied in the field of energy Internet, can solve the problem that it is difficult to develop accurate and reliable power load forecasting technology

Pending Publication Date: 2021-03-19
BEIJING UNIV OF POSTS & TELECOMM
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the generation and consumption of electric load are closely related to weather, population distribution and people's lifestyle, so it is difficult to develop accurate and reliable electric load forecasting technology

Method used

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  • Method and device for predicting power load, electronic equipment and medium
  • Method and device for predicting power load, electronic equipment and medium
  • Method and device for predicting power load, electronic equipment and medium

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Embodiment Construction

[0041] Hereinafter, exemplary embodiments of the present disclosure will be described in detail with reference to the accompanying drawings so that those skilled in the art can easily realize them. Also, for clarity, parts not related to describing the exemplary embodiments are omitted in the drawings.

[0042] In the present disclosure, it should be understood that terms such as "comprising" or "having" are intended to indicate the presence of features, numbers, steps, acts, components, parts or combinations thereof disclosed in the specification, and are not intended to exclude one or a plurality of other features, numbers, steps, acts, parts, parts or combinations thereof exist or are added.

[0043] In addition, it should be noted that, in the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other. The present disclosure will be described in detail below with reference to the accompanying drawings...

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Abstract

The embodiment of the invention discloses a method and device for predicting a power load, electronic equipment and a medium, and the method comprises the steps: obtaining weather information which comprises the parameter values of one or more weather parameters; processing the weather information based on a predetermined regression model to obtain a first power load prediction value; and based onthe weather information and the first power load prediction value, generating a second power load prediction value through a multi-layer sensor, so that the power load condition within a period of time can be well predicted, and the method is especially suitable for medium and short term power load prediction.

Description

technical field [0001] The present disclosure relates to the field of energy internet, in particular to a method, device, electronic equipment and medium for predicting electric load. Background technique [0002] Power load forecasting is based on multi-dimensional historical data such as meteorological fluctuations, production and living, and social and economic development, and scientifically and rigorously processes past and future power load data. By establishing a correlation model between load and related factors, effective forecasting of future load can be realized. [0003] The stable operation of the power grid includes multiple links such as power generation, power transmission and transformation, and power distribution. In recent years, the continuous increase in power demand has led to the continuous expansion of the coverage of the power system, and the expansion of power scale has increased the difficulty of stable operation of the power grid. On the other h...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q50/06G06N3/04G06N3/08
CPCG06Q10/04G06Q50/06G06N3/08G06N3/045
Inventor 景文鹏张晶壹王月婷路兆铭温向明
Owner BEIJING UNIV OF POSTS & TELECOMM