Inertial Frequency Response of Wind Turbines Using Adaptive Full Feedback Linearization Control: Stability and Robustness Analysis

IF 8.6 1区 工程技术 Q1 ENERGY & FUELS IEEE Transactions on Sustainable Energy Pub Date : 2024-08-14 DOI:10.1109/TSTE.2024.3443230
M. Jafari Harandi;Mohammad Tavakoli Bina;M. Aliakbar Golkar;M. Reza J. Harandi;Mohammadreza Toulabi
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Abstract

It is a challenging task to affect suitably on the frequency response of a variable speed wind turbine (VSWT). The problem would be more crucial when the system is subjected to uncertainty in parameters as well as various external effects such as load changes and grid disturbances. Feedback linearization has already been applied to the VSWT, where two state variables experience instability. Hence, this paper presents a new methodology based on full-state feedback linearization in which by choosing an appropriate output, the closed-loop system is fully linearized, and the resulting linear system is stabilized by an optimal linear quadratic regulator (LQR). Since the parameters may be uncertain, the developed controller is augmented with an adaptive dynamic feedback such that all of the parameters are estimated while asymptotic stability is ensured by the Lyapunov method. Furthermore, robustness analysis is performed, and the effects of external disturbance are reduced by suitable selection of the gains. The analytical outcomes are verified through simulations, where these are compared with those of available work to show the improvement have been made by the suggested method.
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使用自适应全反馈线性化控制的风力涡轮机惯性频率响应:稳定性和鲁棒性分析
对变速风力发电机(VSWT)的频率响应产生适当影响是一项具有挑战性的任务。当系统受到参数的不确定性以及负载变化和电网干扰等各种外部影响时,问题就会变得更加严重。反馈线性化已被应用于 VSWT,其中两个状态变量出现了不稳定性。因此,本文提出了一种基于全状态反馈线性化的新方法,即通过选择适当的输出,对闭环系统进行全线性化,并通过最优线性二次调节器(LQR)稳定所得到的线性系统。由于参数可能是不确定的,因此开发的控制器增加了自适应动态反馈,这样所有的参数都可以估算,同时通过 Lyapunov 方法确保渐近稳定性。此外,还进行了鲁棒性分析,并通过适当选择增益来减少外部干扰的影响。通过模拟验证了分析结果,并将这些结果与现有研究成果进行了比较,以显示所建议方法的改进之处。
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来源期刊
IEEE Transactions on Sustainable Energy
IEEE Transactions on Sustainable Energy ENERGY & FUELS-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
21.40
自引率
5.70%
发文量
215
审稿时长
5 months
期刊介绍: The IEEE Transactions on Sustainable Energy serves as a pivotal platform for sharing groundbreaking research findings on sustainable energy systems, with a focus on their seamless integration into power transmission and/or distribution grids. The journal showcases original research spanning the design, implementation, grid-integration, and control of sustainable energy technologies and systems. Additionally, the Transactions warmly welcomes manuscripts addressing the design, implementation, and evaluation of power systems influenced by sustainable energy systems and devices.
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