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
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[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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