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Updated: Sep 17, 2025

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深度强化学习增强了注塑成型机中的液压伺服系统的PID控制

Xiaoxi Hao1, Zengmiao Xin2, Weizhuo Huang1

  • 1School of Mechanical and Automation Engineering, Wuyi University, Jiangmen, 529020, Guangdong, China.

Scientific reports
|July 2, 2025
PubMed
概括

本研究介绍了用于注塑机的使用深度决定性政策梯度 (DDPG) 的自适应PID控制策略. 该方法提高了位置控制的准确性和系统对干扰的稳定性.

关键词:
适应性控制是适应性的控制.DDPG DDPG是什么意思智能控制 智能控制 智能控制位置控制器的位置控制器强化学习是一种强化学习.伺服液压系统 伺服液压系统

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