通过适应式滑动模式技术在煤矿填充作业中加强了液压支推进机制的路径跟踪控制
Zihang Zhang1, Yang Liu2, Lei Bo1
1School of Artificial Intelligence, China University of Mining and Technology (Beijing), Beijing, 100083, China.
Heliyon
|December 17, 2024
概括
这项研究增强了采用适应式滑动模式控制器用于液压支推进机制的煤矿回填操作. 新方法实现了精确的控制和稳定性,提高了采矿的效率和安全性.
科学领域:
- 采矿工程 采矿工程 采矿工程
- 控制系统 控制系统
- 机械工程 机械工程
背景情况:
- 液压支推进机制对于煤矿填充作业至关重要,影响效率,填充机身稳定性和口安全性.
- 了解液压气的动态模型和相互关系对于优化这些机制至关重要.
- 来自共享的合效应和位移力相互作用使控制策略复杂化.
研究的目的:
- 分析煤矿填充后推进机制中的液压气的动态模型和相互关系.
- 开发和评估先进的控制策略,以确保精确和稳定的运行.
- 解决和减轻诸如冲击和干扰液压系统等问题.
主要方法:
- 进料补偿用于液压气的脱分析和共享效应.
- 引入了一个自适应的滑动模式接近法和一个自适应的突控制器.
- 使用Amesim-Simulink进行模拟,并与来自河北省矿区的实验数据进行验证.
主要成果:
- 拟议的滑动模式达到法约在3秒内实现了系统稳定性,优于其他方法.
- 适应式滑动模式控制器显示稳定的相位误差范围为1.33E-4至1.5E-4.
- 该控制器在路径跟踪准确度方面明显超过了传统的PI和模糊的PID控制器.
结论:
- 适应式滑动模式控制器为填充支推进机制提供了精确的控制.
- 这种先进的控制策略提高了煤矿回填运营中的稳定性和性能.
- 这些发现有助于提高地下采矿环境的效率和安全性.
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