An Aggregated Model for Wind Power Frequency Regulation Considering Variability in Wind Speed

The aggregation of wind power into the electrical grid for frequency regulation necessitates the calculation of the collective contribution of wind farms to the grid’s stability. Traditionally, the effect of wind speed on the frequency regulation ability of wind power has not been fully studied. This paper introduces an approach to dynamically calculate the contribution of wind power clusters to the grid’s frequency regulation. Initially, the paper analyses the differences in frequency regulation capabilities of wind turbines at various wind speeds. Subsequently, stochastic differential equation is adpoted to generate multiple time series of wind speed that maintain the correlation between wind farms and conform to statistical characteristic. By applying these two methods, the adjustable capacity of the aggregated wind power clusters can be effectively measured, allowing for an assessment of their frequency regulation potential. The proposed method is validated using actual parameters from the Guangdong province power grid in China, confirming its effectiveness.

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Publication Details

Published
2024-11-29
DOI
https://doi.org/10.1109/ei264398.2024.10991825
Primary Topic
Energy Load and Power Forecasting
Type
article
Field-Weighted Citation Impact
0.00

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An Aggregated Model for Wind Power Frequency Regulation Considering Variability in Wind Speed

Zhengfu Liu, Ning Zhang, Bo Li, Cai Xiao et al.
Energy Load and Power Forecasting
article

An Aggregated Model for Wind Power Frequency Regulation Considering Variability in Wind Speed

Zhengfu Liu, Ning Zhang, Bo Li, Cai Xiao, Jianjian Jiang, Muyang Chen
article en

Abstract

The aggregation of wind power into the electrical grid for frequency regulation necessitates the calculation of the collective contribution of wind farms to the grid’s stability. Traditionally, the effect of wind speed on the frequency regulation ability of wind power has not been fully studied. This paper introduces an approach to dynamically calculate the contribution of wind power clusters to the grid’s frequency regulation. Initially, the paper analyses the differences in frequency regulation capabilities of wind turbines at various wind speeds. Subsequently, stochastic differential equation is adpoted to generate multiple time series of wind speed that maintain the correlation between wind farms and conform to statistical characteristic. By applying these two methods, the adjustable capacity of the aggregated wind power clusters can be effectively measured, allowing for an assessment of their frequency regulation potential. The proposed method is validated using actual parameters from the Guangdong province power grid in China, confirming its effectiveness.

China Southern Power Grid (China) (CN), Tsinghua University (CN)
China Southern Power Grid
Affordable and clean energy
Openalex Percentile: Top 72%
Energy Load and Power Forecasting
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An Aggregated Model for Wind Power Frequency Regulation Considering Variability in Wind Speed — Zhengfu Liu, Ning Zhang, et al. · (2024) | TGRS Research Map | TGRS