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Lunar calendar date based holiday load predication method

A technology of load forecasting and holidays, applied in forecasting, instrumentation, data processing applications, etc., can solve problems such as wrong load curve trend, different load trend, and load drop error, so as to improve dispatching level, improve safety, and realize The effect of economic benefits

Inactive Publication Date: 2015-01-28
CHINA SOUTHERN POWER GRID COMPANY +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] 1. The load level before holidays often requires manual selection of a specified date. When there is a sudden change in load on that day due to external factors, it will lead to errors in calculating the load drop during holidays;
[0008] 2. The traditional holiday load forecasting method makes a unified forecast for each day during the holiday, without taking into account the difference in the load change trend of the entire holiday caused by the difference in the holiday range caused by the holiday, which eventually leads to the predicted Although the overall load level during the holidays was well predicted, the changing trend of the load curves of each day was not correct, and there were even problems such as early load recovery.

Method used

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  • Lunar calendar date based holiday load predication method
  • Lunar calendar date based holiday load predication method
  • Lunar calendar date based holiday load predication method

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Embodiment Construction

[0036] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0037] See figure 1 , a load forecasting method for holidays based on lunar dates shown in this embodiment includes steps S1 to S3.

[0038] S1: Select n-year festivals and m-day working days before the festival to form historical data, and predict the festival load curve according to the selected historical data, wherein the working days do not include rest days, and the festivals are Dragon Boat Festival, Mid-Autumn Festival, etc. Chinese traditional lunar festival. What needs to be explained here is that the rest days include holidays, normal weekend holidays, and holidays formed after adjustments, and Gregorian calendar holidays such as May Day and New Year's Day. Th...

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Abstract

The invention relates to a lunar calendar date based holiday load predication method and belongs to the technical field of electric power system short-term load predication. The lunar calendar date based holiday load predication method comprises the steps of S1 selecting a festival in n year and m working days before the festival to form into history data, predicating a festival load curve according to the selected history data, wherein the working days does no comprise rest days and the festival is a traditional lunar calendar festival in China; S2 selecting a holiday which is relevant to the history data and is not the festival date and predicating the holiday load curve, wherein the holiday is a rest day which is adjacent to the festival and selection of the holiday in history is according to the same date interval between the to-be-predicated holiday and the festival; S3 connecting the festival load curve and the holiday load curve, smoothing an overlapping region and obtaining a holiday and festival predication result.

Description

technical field [0001] The invention relates to a holiday load forecasting method based on lunar calendar dates, and belongs to the technical field of short-term load forecasting of electric power systems. Background technique [0002] The structure of the modern power grid is becoming more and more complex, and the interconnection of the power grid is becoming more and more extensive. A large power grid characterized by long distances, heavy loads, and large-area networking has gradually formed. Load forecasting is an important research field in modern power system disciplines, and it plays an extremely important role in meeting social needs and ensuring safe and economical operation of power grids. With the continuous deepening of power system reform, the whole society has increasingly higher requirements for the safe, energy-saving, economical and efficient operation of the power grid and the entire power industry. [0003] Although Chinese festivals are only one day, th...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q50/06
CPCG06Q10/06375G06Q50/06
Inventor 陈刚周剑李智勇刘梅赵燃
Owner CHINA SOUTHERN POWER GRID COMPANY
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