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Trajectory tracking for substation inspection robots using deep reinforcement learning and tube model predictive control

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Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering

Published online on

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 ...