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First-order plus time-delay systems under the effects of actuator rate limit

机译:执行器速率限制效果下的一流加上时间延迟系统

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摘要

Actuator rate limit phenomenon is ubiquitous in control systems, but it has always been neglected in practical engineering. Especially, few papers are published to investigate the system identification while considering the rate limit. Step function is commonly used in parameter estimation and its first-order derivative at the step time goes to infinity, which is not affordable by real actuators. As a result, the rate limit slows down the system response speed, misleads the parameter identification, and subsequently affects the controller design and deteriorates the control performance. This study proposes both graphical method and curve fitting method to identify the first-order plus time-delay (FOPTD) systems with consideration of the actuator rate limit effect whose limit value is unknown. Quantitative analyses of the parameter mismatch in the traditional FOPTD model and parameter sensitivity analyses are also carried out. Both simulation results and experimental results have shown the necessity and feasibility of defining a new model structure which includes the rate limit value.
机译:执行器率限制现象在控制系统中普遍存在,但它在实际工程中一直被忽略。特别是,很少有论文将在考虑速率限制的同时调查系统识别。步骤函数通常用于参数估计,并且在步骤时间下的一阶导数进入无限远,这是真实的执行器不可能的。结果,速率限制减慢了系统响应速度,误导参数识别,随后影响控制器设计并降低控制性能。本研究提出了图形方法和曲线拟合方法,以考虑其限制值未知的执行器速率限制效果来识别一阶加上延迟(FOPTD)系统。还执行了传统的FOPTD模型中参数失配的定量分析和参数灵敏度分析。仿真结果和实验结果都显示了定义新型模型结构的必要性和可行性,该结构包括速率限制值。

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  • 来源
    《Control Theory & Applications, IET》 |2020年第17期|2481-2490|共10页
  • 作者单位

    Southeast University Key Laboratory of Measurement and Control of CSE Ministry of Education School of Automation Nanjing 210096 People's Republic of China;

    Southeast University Key Laboratory of Measurement and Control of CSE Ministry of Education School of Automation Nanjing 210096 People's Republic of China;

    Southeast University Key Laboratory of Measurement and Control of CSE Ministry of Education School of Automation Nanjing 210096 People's Republic of China;

    Southeast University Key Laboratory of Measurement and Control of CSE Ministry of Education School of Automation Nanjing 210096 People's Republic of China;

    University of California Mechatronics Embedded Systems and Automation Lab Merced CA 95343 USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    actuators; sensitivity analysis; delays; parameter estimation; delay systems; curve fitting; control system synthesis;

    机译:执行器;敏感性分析;延迟;参数估计;延迟系统;曲线配件;控制系统合成;

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