Precision Cylinder Gluing With Uncertainty-Aware MPC-Enhanced DDPG

This paper presents an uncertainty-aware optimization method for high-precision servo control in automotive dosing cylinder gluing. A comprehensive system model captures the interdependent dynamics of mechanical, hydraulic, and servo motor subsystems, formulating the control problem as a Markov Deci...

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Bibliographic Details
Main Authors: Liangshun Wu, Junsuo Qu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Control Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10981597/
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