  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.
