Enhancing Resilience of Power Systems against Typhoon Threats: A Hybrid Data-Model Driven Approach

TL;DR

This paper presents a hybrid data-model approach to assess and improve power system resilience against typhoons, combining data-driven and model-driven techniques to identify vulnerabilities and guide resilience strategies.

Contribution

It introduces a novel hybrid framework for resilience assessment and enhancement of power systems specifically tailored for typhoon threats, integrating cost-effective strategies.

Findings

Effective identification of system vulnerabilities

Simulation results demonstrate improved resilience strategies

Guidance for planners in disaster resilience planning

Abstract

This chapter addresses the increasing vulnerability of coastal regions to typhoons and the consequent power outages, emphasizing the critical role of power transmission systems in disaster resilience. It introduces a framework for assessing and enhancing the resilience of these systems against typhoon impacts. The approach integrates a hybrid-driven model for system failure analysis and resilience assessment, employing both data-driven and model-driven techniques. It includes a unique method to identify system vulnerabilities and optimal strategies for resilience enhancement, considering cost-effectiveness. The efficacy of this method is demonstrated through simulations on the IEEE RTS-79 system under realistic typhoon scenarios, showcasing its potential to guide planners in making informed decisions for disaster resilience.