Fast Screening Method of Power System Operation Modes for Frequency Stability Analysis

For the insufficient number of operation modes for security and stability analysis in new type power system, this paper proposes a fast screening method of operation modes applicable to frequency stability analysis of power systems. To address the issue of the shortage of typical operation modes in the current power system, by equivalently calculating the transient response parameters of the system frequency, a single-machine equivalent system frequency transient calculation model is constructed. Based on the fast calculation of the system frequency transient by the model, the frequency security characteristic indexes of the operation modes are obtained. Based on the K-means clustering algorithm, typical operation mode clusters and a representative set of typical operation modes are obtained through clustering according to the characteristic indexes. The examples show that the proposed method can be used to quickly screen the generation of typical operation modes for frequency security and stability analysis of power systems, improving the efficiency and accuracy of mode screening.

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Publication Details

Published
2024-12-27
DOI
https://doi.org/10.1109/ic2ecs64405.2024.10928304
Primary Topic
Power Systems and Renewable Energy
Type
article
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Fast Screening Method of Power System Operation Modes for Frequency Stability Analysis

Yan Xie, Jiakai Shen, Xiaojun Tang, Gang Zhang
Power Systems and Renewable Energy
article

Fast Screening Method of Power System Operation Modes for Frequency Stability Analysis

Yan Xie, Jiakai Shen, Xiaojun Tang, Gang Zhang
article en

Abstract

For the insufficient number of operation modes for security and stability analysis in new type power system, this paper proposes a fast screening method of operation modes applicable to frequency stability analysis of power systems. To address the issue of the shortage of typical operation modes in the current power system, by equivalently calculating the transient response parameters of the system frequency, a single-machine equivalent system frequency transient calculation model is constructed. Based on the fast calculation of the system frequency transient by the model, the frequency security characteristic indexes of the operation modes are obtained. Based on the K-means clustering algorithm, typical operation mode clusters and a representative set of typical operation modes are obtained through clustering according to the characteristic indexes. The examples show that the proposed method can be used to quickly screen the generation of typical operation modes for frequency security and stability analysis of power systems, improving the efficiency and accuracy of mode screening.

North China Electric Power University (CN), State Grid Corporation of China (China) (CN), China Electric Power Research Institute
Affordable and clean energy
Openalex Percentile: Top 65%
Power Systems and Renewable Energy
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Fast Screening Method of Power System Operation Modes for Frequency Stability Analysis — Yan Xie, Jiakai Shen, et al. · (2024) | TGRS Research Map | TGRS