Abstract: Accurate controller tuning is important for ensuring optimal performance in flow control processes, particularly onboard ships, where precise control of fluid systems such as oil, gas, and ...

Abstract: This paper proposes an optimized Proportional-Integral-Derivative (PID) controller for robotic arm trajectory tracking using a hybrid Particle Swarm Optimization and Deep Reinforcement ...