Research on the Construction of a Short-Term Voltage Prediction Model Integrating Topological Data Analysis and Deep Neural Network under the Power System Resilience Assessment Framework

Wang, Hongjun; Li, Tao; Dong, Zhiliang

Research on the Construction of a Short-Term Voltage Prediction Model Integrating Topological Data Analysis and Deep Neural Network under the Power System Resilience Assessment Framework

Wang, Hongjun and Li, Tao and Dong, Zhiliang (2025) Research on the Construction of a Short-Term Voltage Prediction Model Integrating Topological Data Analysis and Deep Neural Network under the Power System Resilience Assessment Framework. EAI Endorsed Transactions on Energy Web.

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Abstract

INTRODUCTION: This paper examines the stability of small disturbances in wind farm grid-connected systems within the framework of power system resilience. With increasing renewable integration, minor disturbances can escalate into cascading failures, threatening grid reliability.
OBJECTIVES: The go

Item Type:	Article
Date Deposited:	04 Mar 2026 20:14
Last Modified:	10 Apr 2026 18:20
URI:	http://eprints.eai.eu/id/eprint/59830

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