Filter-Expanded Linear Quadratic Regulator and Its Application in Wind Turbine Vibration Control

IF 4.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Haoyu Wang;Haizhong Zhang;Michael Z. Q. Chen
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Abstract

In the domain of vibration control, a common scenario arises where two conflicting $H_{2}$ norm performance indicators require simultaneous improvements. In this article, a novel control method known as the filter-expanded linear quadratic regulator (FELQR) is proposed to effectively address this challenge. In comparison with the linear quadratic regulator (LQR) method, the FELQR method demonstrates considerable advantages in managing two conflicting $H_{2}$ norm performance indicators. The primary contribution lies in establishing a constraint relationship between any two outputs of a linear vibration control system during the offline tuning of the state feedback gain. Leveraging this constraint relationship, a filter design process for the FELQR method is provided. By capitalizing on the disparate impact of gain tuning on the two outputs, the FELQR method attains a higher upper bound of vibration control performance compared with the LQR method. To validate the proposed FELQR method, simulations and experiments are conducted to assess its performance and robustness. The obtained results provide sufficient evidence supporting the efficacy of the FELQR method. Furthermore, a theoretical explanation is provided to elucidate the observed outcomes.
滤波器扩展线性二次调节器及其在风力涡轮机振动控制中的应用
在振动控制领域,常见的情况是两个相互冲突的 $H_{2}$ 准则性能指标需要同时改进。本文提出了一种称为滤波扩展线性二次调节器(FELQR)的新型控制方法,以有效解决这一难题。与线性二次调节器(LQR)方法相比,FELQR 方法在管理两个相互冲突的 $H_{2}$ 准则性能指标方面具有相当大的优势。其主要贡献在于,在离线调整状态反馈增益期间,在线性振动控制系统的任意两个输出之间建立了约束关系。利用这种约束关系,提供了 FELQR 方法的滤波器设计流程。通过利用增益调整对两个输出的不同影响,FELQR 方法与 LQR 方法相比获得了更高的振动控制性能上限。为了验证所提出的 FELQR 方法,我们进行了模拟和实验,以评估其性能和鲁棒性。结果充分证明了 FELQR 方法的有效性。此外,还提供了理论解释来阐明观察到的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Control Systems Technology
IEEE Transactions on Control Systems Technology 工程技术-工程:电子与电气
CiteScore
10.70
自引率
2.10%
发文量
218
审稿时长
6.7 months
期刊介绍: The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.
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