同伦分析法
非线性系统
控制理论(社会学)
风力发电
同伦
同伦摄动方法
变量(数学)
数学
控制变量
最优控制
数学优化
控制(管理)
计算机科学
工程类
物理
数学分析
统计
量子力学
人工智能
纯数学
电气工程
作者
Arefe Shalbafian,Soheil Ganjefar
标识
DOI:10.1177/0309524x251317188
摘要
This paper presents a new nonlinear optimal controller for wind energy conversion systems. This study utilizes a new strategy to solve the Hamilton–Jacobi–Bellman (HJB) equation and design a nonlinear optimal controller for wind turbines. The optimal homotopy asymptotic method (OHAM) is applied to derive the solution of the HJB equation corresponding to variable-speed wind turbines. The OHAM controller ensures proper tracking and achieves maximum wind power extraction while preventing excessive loads on the drive train. The proposed control strategy can provide fast convergence and rapid transient responses with high precision and small control input. The OHAM strategy requires a few iterations and can adjust the convergence domain and the convergence rate. The proposed OHAM controller is compared and evaluated with some existing control strategies. The obtained results indicate that OHAM achieves a suitable compromise between maximizing aerodynamic power capture and minimizing low-speed shaft oscillation.
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