重新审视冲动反应会产生一个改进的PID自动调器
Robin De Keyser1, Isabela R Birs1,2, Cristina I Muresan3
1DySC research group on Dynamical Systems and Control, Flanders Make EEDT Core lab, Ghent University, Tech Lane Science Park 125 and 131, 9052, Ghent, Belgium.
Scientific reports
|October 16, 2025
概括
本研究提出了一种使用短数据集进行控制器调整的新方法,通过提取过程信息来提高生产率. 这种方法使得即使在不断变化的工业条件下,PID控制器也可以进行稳健的调整.
科学领域:
- 控制工程 控制工程 控制工程
- 过程识别 过程识别
- 自动化 自动化 自动化
背景情况:
- 工业控制器调整面临的挑战是由于不确定的过程信息和避免全面识别.
- 过程属性或操作条件的变化往往导致控制器重新调节被忽视,导致生产率下降.
研究的目的:
- 引入一种新的方法来从简短,最小丰富的数据集中提取相关的过程信息.
- 为了使PID控制器的自动和强大的调整.
主要方法:
- 与循环定位时间相关的持续时间的正弦测试,叠加在名义过程输入上.
- 该方法估计了过程冲动响应系数,提供带限频率响应.
- 在开环和闭环运行条件下适用.
主要成果:
- 该方法成功地从有限的数据中提取了必要的过程信息.
- 基于提取的频率响应,可以实现自动强大的PID控制器调整.
- 通过数值示例和实验测试对集成,非最小相位和低湿度系统进行验证.
结论:
- 拟议的方法提供了一种有效的方法来调整工业环境中的控制器,其中不确定或变化的过程动态.
- 它通过解决控制器调整问题,提供了一种改善长期生产力的实际解决方案.
- 该方法与广泛使用的自动调节方法相比,显示出更高的相关性.
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