Nonlinear Control for Unstable Networked Plants in the Presence of Actuator and Sensor Limitations Using Robust Right Coprime Factorization

IF 15.3 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yuanhong Xu;Mingcong Deng
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Abstract

In this paper, a nonlinear control approach for an unstable networked plant in the presence of actuator and sensor limitations using robust right coprime factorization is proposed. The actuator is limited by upper and lower constraints and the sensor in the feedback loop is subjected to network-induced unknown time-varying delay and noise. With this nonlinear control method, we first employ right coprime factorization based on isomorphism and operator theory to factorize the plant, so that bounded input bounded output (BIBO) stability can be guaranteed. Next, continuous-time generalized predictive control (CGPC) is utilized for the unstable operator of the right coprime factorized plant to guarantee inner stability and enables the closed-loop dynamics of the system with predictive characteristics. Meanwhile, a second-DoF (degrees of freedom) switched controller that satisfies a perturbed Bezout identity and a robustness condition is designed. By using the CGPC controller that possesses predictive behavior and the second-DoF switched stabilizer, the overall stability of the plant subjected to actuator limitations is guaranteed. To address sensor limitations that exist in networked plants in the form of delay and noise which often cause system performance degradation, we implement an identity operator definition in the feedback loop to compensate for these adverse effects. Further, a pre-operator is designed to ensure that the plant output tracks the reference input. Finally, the effectiveness of the proposed design scheme is demonstrated by simulations.
存在执行器和传感器限制的不稳定网络对象的鲁棒右素数分解非线性控制
针对存在执行器和传感器限制的不稳定网络对象,提出了一种基于鲁棒右素数分解的非线性控制方法。执行器受到上下约束的限制,反馈回路中的传感器受到网络诱导的未知时变延迟和噪声的影响。在此非线性控制方法中,首先利用基于同构和算子理论的右素数分解对被控对象进行分解,从而保证有界输入有界输出(BIBO)的稳定性。其次,对右素质分解对象的不稳定算子采用连续时间广义预测控制(CGPC),保证系统的内部稳定性,使系统的闭环动力学具有预测特性。同时,设计了满足摄动Bezout恒等式和鲁棒性条件的第二自由度切换控制器。采用具有预测行为的CGPC控制器和二自由度切换稳定器,保证了系统在执行器限制下的整体稳定性。为了解决网络工厂中存在的传感器限制,这些限制以延迟和噪声的形式存在,通常会导致系统性能下降,我们在反馈回路中实现了一个身份算子定义,以补偿这些不利影响。此外,还设计了一个预操作符,以确保工厂输出跟踪参考输入。最后,通过仿真验证了所提设计方案的有效性。
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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