南京理工大学学报(自然科学版)2024,Vol.48Issue(3) :318-327.DOI:10.14177/j.cnki.32-1397n.2024.48.03.009

具有执行器饱和特性和未知扰动的时变时滞系统鲁棒预测控制

Robust predictive control for time-varying delay systems with actuator saturation and unknown disturbances

何超群 蔡宏斌 胡小龙
南京理工大学学报(自然科学版)2024,Vol.48Issue(3) :318-327.DOI:10.14177/j.cnki.32-1397n.2024.48.03.009

具有执行器饱和特性和未知扰动的时变时滞系统鲁棒预测控制

Robust predictive control for time-varying delay systems with actuator saturation and unknown disturbances

何超群 1蔡宏斌 1胡小龙1
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作者信息

  • 1. 辽宁科技大学 电子与信息工程学院,辽宁 鞍山 114051
  • 折叠

摘要

针对具有执行器饱和特性和未知扰动的时变时滞离散系统,提出一种混合H2/H∞指标的鲁棒模型预测控制方法.首先,用凸组合方法对执行器饱和特性进行变换,很大程度上降低了处理执行器饱和特性的复杂度,并且构造了依赖时变时滞上下界的Lyapunov-Krasovskii 泛函.其次,通过Lyapunov稳定性理论,研究了混合H2/H∞鲁棒模型预测控制在范数有界意义下的扰动抑制问题,得到了混合H2/H∞鲁棒模型预测控制器存在的充分条件.最后,进行仿真对比,结果表明提出的方法具有很强的鲁棒性和良好的应用价值.

Abstract

A hybrid H2/H∞ index robust model predictive control(RMPC)method is proposed for a class of time-varying delay discrete systems with actuator saturation characteristics and unknown disturbances.Firstly,the saturation characteristics of actuators are transformed by convex combination method,which greatly reduces the complexity of dealing with the saturation characteristics of actuators.A Lyapunov-Krasovskii functional is constructed that depends on the upper and lower bounds of time-varying delays.Secondly,the disturbance rejection problem of the hybrid H2/H∞ RMPC in the sense of norm boundedness is studied by using Lyapunov stability theory.The sufficient conditions for the existence of the robust model predictive controller with hybrid H2/H∞ index are obtained.Finally,the simulation results show that the proposed method has strong robustness and good application value.

关键词

执行器饱和/时变时滞/扰动抑制/H2/H∞性能指标/鲁棒模型预测控制

Key words

actuator saturation/time-varying delay/disturbance rejection/H2/H∞ performance index/robust model predictive control

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基金项目

辽宁省博士科研启动基金(2021-BS-246)

辽宁省教育厅自然科学类青年科技人才"育苗"项目(2020LNQN22)

出版年

2024
南京理工大学学报(自然科学版)
南京理工大学

南京理工大学学报(自然科学版)

CSTPCDCSCD北大核心
影响因子:0.526
ISSN:1005-9830
参考文献量7
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