在常规运行条件下的工业过程中,过的比例-积分-导数控制器的自动调节
Xin-Tong Gao1, Yuan-Yi Shen1, Chun-Qing Huang1
1Department of Automation, Xiamen University, Xiamen City 361000, China.
ISA transactions
|December 22, 2024
概括
对于分数顺序PID (FPID) 控制器而言,一种新的自动调节方法使得在正常运行过程中能够实现成本效益高的调节. 这种方法避免了外部实验和事先的知识,降低了实施费用.
科学领域:
- 控制工程 控制工程 控制工程
- 自动化系统 自动化系统
- 过程控制 过程控制
背景情况:
- 传统的PID控制器自动调节通常需要双控制器,特定的实验或先前的过程知识,导致高的实施成本.
- 现有的方法可能需要外部激发或详细的系统信息,这限制了它们在常规操作条件下的适用性.
研究的目的:
- 为分数顺序PID (FPID) 控制器开发一个新的自动调方案,用于最小差异任务.
- 在没有外部激发或事先的工艺知识的情况下,在常规运行条件下实现自动调节.
- 为了降低与自动调节实施相关的成本.
主要方法:
- 闭环非参数模型的在线估计,使用来自一次性输出数据的冲动响应系数.
- 从冲动响应系数来确定随机干扰模型.
- 通过解决优化问题 (H2规范) 来估计工厂模型和更新FPID控制器参数.
主要成果:
- 在特定的前提条件下,可以确定一个独特的随机干扰模型.
- 拟议的方案成功估计了工厂模型,并在线更新FPID控制器参数.
- 该方法避免依赖双控制器,识别实验或事先的过程知识.
结论:
- 开发的自动调节方案为FPID控制器提供了具有成本效益的替代方案.
- 它有效地调整控制器在正常操作条件下执行最小偏差任务.
- 通过数值模拟和工业案例研究来证明有效性.
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