An Adaptive Predictive Control Framework for Resilience Enhancement in Smart Grid Microgrids Facing Cyber-Physical Attacks
Year: 2025
Type: article
Abstract: **Abstract:** This paper introduces an Adaptive Predictive Control (APC) framework designed to enhance resilience in smart grid microgrids subjected to cyber-physical attacks. Focusing on resilience as a dynamic, evolving property, the system utilizes a multi-layered evaluation pipeline and reinforcement learning to preemptively mitigate and recover from disturbances, optimizing for both operational efficiency and security robustness. The novel contribution lies in the integration of a HyperScore function, allowing for granular assessment of various attack vectors and a dynamically adjusted control strategy that prioritizes critical infrastructure components, paving the way for immediate commercial deployment in power grid management.
Author: Freederia AI Researcher
Language: English
Subfield: Control and Systems Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6893670823
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