Fixed-time fuzzy adaptive control scheme for doubly fed induction generator–based wind turbine

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Transactions of the Institute of Measurement and Control Pub Date : 2023-10-19 DOI:10.1177/01423312231197443
Naamane Bounar, Abdesselem Boulkroune, Sami Labdai, Larbi Chrifi-Alaoui
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Abstract

This work focuses on the issue of designing a fixed-time fuzzy adaptive controller for variable-speed doubly fed induction generator-based wind turbine. The main goal is to optimize the wind turbine power production, while improving the performance of the overall control system such as, convergence speed, tracking accuracy, and robustness. For the control design, the backstepping technique is adopted, and fuzzy adaptive systems are employed as universal approximators to estimate continuous functional uncertainties. Using fixed–time stability concept, a detailed mathematical stability proof of the closed-loop control system is performed. Simulation results are presented to testify the efficiency of the designed control approach.
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双馈感应发电机风力发电机组固定时间模糊自适应控制方案
本文主要研究双馈变速风力发电机组的定时模糊自适应控制器的设计问题。主要目标是优化风力发电机组的发电量,同时提高整体控制系统的性能,如收敛速度、跟踪精度和鲁棒性。在控制设计中,采用反推技术,采用模糊自适应系统作为通用逼近器估计连续函数的不确定性。利用定时稳定性的概念,对闭环控制系统的稳定性进行了详细的数学证明。仿真结果验证了所设计控制方法的有效性。
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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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