IEEE

Model-Free Reinforcement Learning Auto-Tuned PID Controller for a Nonlinear System

This paper presents a reinforcement learning (RL)-based approach for dynamically adjusting the gains of a proposed PID controller using an actor-critic framework. To enhance computational efficiency, ...
IEEE

Deep Reinforcement Learning-Based Cooperative Frequency Controller for Hydropower Dominated Systems

Abstract: Hydropower dominated systems often experience negative damping and severe power flow oscillations due to improperly tuned governor parameters, even with power system stabilizers.