Robust dynamic output feedback predictive control for discrete uncertain systems with time-varying delays

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Transactions of the Institute of Measurement and Control Pub Date : 2023-08-18 DOI:10.1177/01423312231190194
Shiqi Wang, Hui Li, Hua Li, Hui-yuan Shi, Qiubai Sun, P. Li
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Abstract

A robust dynamic output feedback predictive control approach is developed for a discrete system with time-varying delays, unknown external disturbances, and unmeasurable states. First, the discrete system is transformed into an incremental state deviation model. Based on this model, a novel tracking deviation feedback model is established by extending the output tracking error. Then, a robust predictive control law, possessing more degrees of freedom, is designed. The closed-loop model is further given in conjunction with the feedback model. Second, by using the linear matrix inequality (LMI) method, relaxation technique, and variable transformation method, a less conservative stability condition is given in LMI form, which allows the controller to tolerate a greater range of time-varying delays. The gains of the control law are acquired by solving the stability condition, and the control performance can be significantly enhanced. Finally, by utilizing the TTS20 water tank as a simulation case, the viability and effectiveness of the proposed method are demonstrated.
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时变时滞离散不确定系统的鲁棒动态输出反馈预测控制
针对具有时变时滞、未知外部干扰和不可测状态的离散系统,提出了一种鲁棒动态输出反馈预测控制方法。首先,将离散系统转化为增量状态偏差模型。在此基础上,通过扩展输出跟踪误差,建立了一种新的跟踪偏差反馈模型。然后,设计了具有更多自由度的鲁棒预测控制律。结合反馈模型,进一步给出了闭环模型。其次,利用线性矩阵不等式(LMI)方法、松弛技术和变量变换方法,给出了LMI形式的低保守稳定性条件,使控制器能够容忍更大范围的时变时滞。通过求解稳定条件获得控制律增益,可以显著提高控制性能。最后,以TTS20水箱为仿真案例,验证了所提方法的可行性和有效性。
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来源期刊
CiteScore
4.10
自引率
16.70%
发文量
203
审稿时长
3.4 months
期刊介绍: Transactions of the Institute of Measurement and Control is a fully peer-reviewed international journal. The journal covers all areas of applications in instrumentation and control. Its scope encompasses cutting-edge research and development, education and industrial applications.
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