Feature Extraction Approach for Distributed Wind Power Generation Based on Power System Flexibility Planning Analysis

Feature Extraction Approach for Distributed Wind Power Generation Based on Power System Flexibility Planning Analysis

This study addresses the integral role of typical wind power generation curves in the analysis of power system flexibility planning. A novel method is introduced for extracting these curves, integrating an enhanced <i>K</i>-means clustering algorithm with advanced optimization techniques...

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Bibliographic Details
Main Authors: Sile Hu, Jiaqiang Yang, Yuan Wang, Chao Chen, Jianan Nan, Yucan Zhao, Yue Bi
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Electronics
Subjects:
power system flexibility
Extended Kalman Filter (EKF) typical wind power curve
clustering
Pearson correlation coefficient
optimization algorithm
Online Access:https://www.mdpi.com/2079-9292/13/5/966

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https://www.mdpi.com/2079-9292/13/5/966

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