Multi-class heterogeneous load hierarchical regulation capability evaluation method and system

The invention provides a multi-class heterogeneous load hierarchical adjustment capability assessment method and system, and the method comprises the steps: collecting real-time load data, and carrying out the feature extraction of the real-time load data, and generating a feature value; performing...

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Bibliographische Detailangaben
Hauptverfasser: YUAN JIHE, FANG QIN, XU XI, ZHOU HONGYU, XIE XU
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a multi-class heterogeneous load hierarchical adjustment capability assessment method and system, and the method comprises the steps: collecting real-time load data, and carrying out the feature extraction of the real-time load data, and generating a feature value; performing branch selection from a root node through a pre-trained evaluation model on the basis of the feature value until a leaf node is reached, and determining a numerical value of the adjustment capability corresponding to the leaf node; and converting the numerical value of the adjustment capability corresponding to the leaf node, and outputting a load adjustment capability evaluation result. Wherein the pre-trained evaluation model is obtained by performing Gini coefficient calculation iterative optimization on a preset classification model through historical load data. According to the invention, the problems of low efficiency and high cost of existing load regulation capability evaluation are solved. 本发明提供一种多类异质负荷分层级