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Power distribution network planning and operation method considering distributed resource operation characteristics

A distributed resource and distribution network planning technology, which is applied in the field of distribution network planning and operation considering the operating characteristics of distributed resources, can solve problems such as user production restrictions, difficulty in utilizing line transmission capacity, and difficulty in fully utilizing line transmission capacity , to achieve the effect of optimizing the operation situation, improving the transmission capacity of the line, and overcoming the problem of waste

Pending Publication Date: 2022-03-22
GUANGZHOU POWER SUPPLY BUREAU GUANGDONG POWER GRID CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

When the line is overloaded or facing the risk of overloading, it is usually necessary to transfer some branch lines of the feeder to other lines as a whole. If other lines cannot meet the demand, it is necessary to restrict the production of some users
In terms of line planning, in order to ensure that the line is not overloaded, it is generally connected according to the maximum load of the line under normal operation mode does not exceed the allowable value of the line, and when calculating the maximum load that the line may operate, the maximum value of all loads is generally multiplied by the simultaneous coefficient The method is determined, which makes it difficult for some users to expand the capacity or make it difficult to fully utilize the transmission capacity of the line
[0003] Due to different processes, the power consumption curves of different types of users are different, and they all have a certain translation ability. It is difficult to make full use of the transmission capacity of the line when planning and constructing the line only with the peak current that occurs in certain periods of time as a constraint.

Method used

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  • Power distribution network planning and operation method considering distributed resource operation characteristics
  • Power distribution network planning and operation method considering distributed resource operation characteristics
  • Power distribution network planning and operation method considering distributed resource operation characteristics

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Embodiment Construction

[0019] A distribution network planning and operation method considering the operation characteristics of distributed resources, comprising the following steps:

[0020] S1: Classify loads according to user types, use clustering method to analyze historical data, obtain typical load curves of various types of loads, and use the reported transformer capacity as a benchmark to conduct typical load curves of the same type of loads as new users Analyze and obtain the benchmark operating curve of the same type of load.

[0021] The clustering method is the K-means mean value clustering method, and the objective function of the K-means mean value clustering method is to minimize the sum of squares of the errors between the load curves of all control group users and the cluster center, as shown in the following formula :

[0022]

[0023] Among them, K represents the number of clusters, M represents the number of samples, and L m,d is the result of clustering, C k,d is the data ...

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Abstract

The invention discloses a power distribution network planning and operation method considering distributed resource operation characteristics, which comprises the following steps: classifying loads according to user types, analyzing historical data by adopting a clustering method to obtain typical load curves of various types of loads, and obtaining a reference operation curve of loads of the same type as newly-added users; further obtaining a normal operation curve of the newly added user load; in the planning or newly-added user load access stage, clustering analysis is carried out on historical data of a newly-added user load to-be-accessed feeder line and a tie line thereof in a normal operation mode, and a typical operation curve of the to-be-accessed feeder line is obtained; and calculating the quotient of the peak-valley difference and the average load after the newly-added user load is accessed to the feeder line as the load flatness of the to-be-accessed feeder line, and taking the feeder line with the minimum load flatness as the access feeder line. According to the method, the difference and translation capability of the power utilization curves of different types of users are fully utilized, the line transmission capability is improved, and the operation condition of the power grid is optimized.

Description

technical field [0001] The invention relates to the technical field of energy management, in particular to a distribution network planning and operation method considering the operation characteristics of distributed resources. Background technique [0002] Under normal circumstances, in order to ensure the safety and reliability of the distribution network, it is necessary to limit the maximum current of the distribution network line within the allowable range. When the line is overloaded or facing the risk of overloading, it is usually necessary to transfer some branch lines of the feeder to other lines as a whole. If other lines cannot meet the demand, it is necessary to restrict the production of some users. In terms of line planning, in order to ensure that the line is not overloaded, it is generally connected according to the maximum load of the line under normal operation mode does not exceed the allowable value of the line, and when calculating the maximum load that ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06K9/62G06Q10/06G06Q50/06
CPCG06Q10/04G06Q10/06312G06Q50/06G06F18/23213Y02E40/70Y04S10/50
Inventor 余志文蔡莹王莉张扬李诗颖于琪
Owner GUANGZHOU POWER SUPPLY BUREAU GUANGDONG POWER GRID CO LTD