Sub-synchronous oscillation source localization based on MSVM-TEF

This paper proposes an online SSO source localization method for grid-connected wind power systems using transient energy flow and MSVM. Transient energy flow analysis identifies the relationship between energy flow and damping in SSO. MSVM classifiers are then used for precise localization of SSO sources. The method first applies transient energy flow for preliminary localization, then uses MSVM to analyze transient energy differences for automatic and accurate SSO source identification. Simulations demonstrate the method's speed, accuracy, and practicality.

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Publication Details

Published
2025-04-18
DOI
https://doi.org/10.1109/iseae64934.2025.11041948
Primary Topic
Seismic Waves and Analysis
Type
article
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article

Sub-synchronous oscillation source localization based on MSVM-TEF

Yuhong Wang, Ping Zhang
Seismic Waves and Analysis
article

Sub-synchronous oscillation source localization based on MSVM-TEF

Yuhong Wang, Ping Zhang
article en

Abstract

This paper proposes an online SSO source localization method for grid-connected wind power systems using transient energy flow and MSVM. Transient energy flow analysis identifies the relationship between energy flow and damping in SSO. MSVM classifiers are then used for precise localization of SSO sources. The method first applies transient energy flow for preliminary localization, then uses MSVM to analyze transient energy differences for automatic and accurate SSO source identification. Simulations demonstrate the method's speed, accuracy, and practicality.

Liaoning Technical University (CN)
Affordable and clean energy
Openalex Percentile: Top 83%
Seismic Waves and Analysis
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Sub-synchronous oscillation source localization based on MSVM-TEF — Yuhong Wang, Ping Zhang · (2025) | TGRS Research Map | TGRS