Trajectory tracking for substation inspection robots using deep reinforcement learning and tube model predictive control
Published online on June 11, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Ahead of Print.
This study addresses the limited adaptability of the traditional Tube Model Predictive Control (Tube-MPC) path-tracking algorithm, which fails to meet the operational requirements of substation inspection robots. Therefore, an improved Tube-MPC method ...
This study addresses the limited adaptability of the traditional Tube Model Predictive Control (Tube-MPC) path-tracking algorithm, which fails to meet the operational requirements of substation inspection robots. Therefore, an improved Tube-MPC method ...