用于风能转换系统功率优化的新型鲁棒非线性优化二阶滑模控制方案

IF 17.7 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-03-05 DOI:10.1177/0309524x241229403
Arefe Shalbafian, S. Ganjefar
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引用次数: 0

摘要

在本文中,我们提出了一种使用同调扰动法(RNOSOSMC-HPM)的新型鲁棒非线性最优二阶滑动模式控制器,以最大限度地提高风能捕获量,并最大限度地降低传动系统的机械应力。为设计非线性最优控制器,采用了同调扰动法(HPM)来计算偏微分汉密尔顿-雅各比-贝尔曼(HJB)方程的近似解。然后,将非线性最优控制器与二阶滑模控制器相结合,以建立鲁棒性并消除颤振。RNOSOSMC-HPM 控制器可在不确定情况下确保风机安全运行,并通过最小化控制输入,在最大化风能捕获量和减弱机械负载之间实现良好权衡。为了研究 RNOSOSMC-HPM 控制器的有效性,我们在两种不同的情况下将所提出的方法与现有的一些控制方案进行了比较。结果表明,RNOSOSMC-HPM 控制器能提供理想的响应。
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A novel robust nonlinear optimal second-order sliding mode control scheme for power optimization of wind energy conversion systems
In this article, we propose a novel robust nonlinear optimal second-order sliding mode controller using the homotopy perturbation method (RNOSOSMC-HPM) to maximize wind power capture and minimize the mechanical stress on the drive train. To design the nonlinear optimal controller, the homotopy perturbation method (HPM) is applied to compute the approximate solution of the partial differential Hamilton-Jacobi-Bellman (HJB) equation. Next, the nonlinear optimal controller is combined with a second-order sliding mode controller to create robustness and eliminate chattering. The RNOSOSMC-HPM controller can provide safe wind turbine operation under uncertainties and create a good trade-off between maximizing the wind power captured and attenuating the mechanical loads by minimizing the control input. To investigate the effectiveness of the presented the RNOSOSMC-HPM controller, we compare the results of the proposed method with some existing control schemes in two different scenarios. The results indicate that the RNOSOSMC-HPM controller furnishes desired responses.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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