A Combined Physics and Data Driven Method for Broadband Impedance Online Estimation of Renewable Power Plants

Obtaining the broadband impedance of renewable power plants is a prerequisite for conducting oscillation risk analysis of renewable power integration system. This paper proposed a method for online estimating the broadband impedance of renewable power plants with Kirchhoff's law, based on the topology parameters of collecting power lines and the broadband impedance of renewable power units such as wind turbine under different steady-state conditions. By frequency sweeping of wind farm, it was verified that the proposed method could accurately identify the width-bandwidth impedance of wind farm, which is of great significance to the broadband oscillation risk online assessment of renewable power integration system.

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Published
2024-11-29
DOI
https://doi.org/10.1109/ei264398.2024.10990863
Primary Topic
Power Line Communications and Noise
Type
article
Field-Weighted Citation Impact
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article

A Combined Physics and Data Driven Method for Broadband Impedance Online Estimation of Renewable Power Plants

Fenglin Miao, Shaolin Li, Xiaoyi Tian, Pengpeng Kang et al.
Power Line Communications and Noise
article

A Combined Physics and Data Driven Method for Broadband Impedance Online Estimation of Renewable Power Plants

Fenglin Miao, Shaolin Li, Xiaoyi Tian, Pengpeng Kang, Chunyan Li, Wenhui Zhai
article en

Abstract

Obtaining the broadband impedance of renewable power plants is a prerequisite for conducting oscillation risk analysis of renewable power integration system. This paper proposed a method for online estimating the broadband impedance of renewable power plants with Kirchhoff's law, based on the topology parameters of collecting power lines and the broadband impedance of renewable power units such as wind turbine under different steady-state conditions. By frequency sweeping of wind farm, it was verified that the proposed method could accurately identify the width-bandwidth impedance of wind farm, which is of great significance to the broadband oscillation risk online assessment of renewable power integration system.

North China Electric Power University (CN), Inner Mongolia Electric Power (China) (CN), China Electric Power Research Institute
Affordable and clean energy
Openalex Percentile: Top 72%
Power Line Communications and Noise
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A Combined Physics and Data Driven Method for Broadband Impedance Online Estimation of Renewable Power Plants — Fenglin Miao, Shaolin Li, et al. · (2024) | TGRS Research Map | TGRS