Balanced optimization device based on electric power green evidence market joint clearing model
A technology for optimizing devices and models, applied in circuit devices, electrical components, AC network circuits, etc., can solve the problem of not fully considering segmented quotations, power flow and phase angle constraints of renewable energy output and load fluctuations, time-of-use quotations, Consideration of renewable energy quota system, etc.
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[0053] In the first embodiment, the specific content of step S1 is: according to the historical output data of renewable energy, the "elbow method" and the silhouette coefficient method are combined to determine the optimal number of clusters of the K-means clustering method to obtain a plurality of renewable energy sources. Typical output curve and the corresponding output curve scenario probability.
[0054] Among them, the main idea of the elbow method is to gradually increase the number of clusters starting from k=2, and calculate the sum of the distances between all sample data points and their corresponding data set centers. Further increasing k, the sum of distances will gradually converge to a stable level, and this k value is the true number of clusters.
[0055] The silhouette coefficient method performs well in practical experiments. The concept of silhouette coefficient is related to the compactness of data within a class and the degree of dispersion of data betw...
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