Backstepping based MPPT Control Technique for Permanent Magnet Synchronous Generator Wind Energy Conversion System

U. Khan, Zaheer Alam, Waleed Ahmad, Z. Khan, Rashid Khan, Z. Ullah
{"title":"Backstepping based MPPT Control Technique for Permanent Magnet Synchronous Generator Wind Energy Conversion System","authors":"U. Khan, Zaheer Alam, Waleed Ahmad, Z. Khan, Rashid Khan, Z. Ullah","doi":"10.1109/iCoMET48670.2020.9073939","DOIUrl":null,"url":null,"abstract":"The unpredictable and stochastic speed of the wind makes the entire wind energy conversion system (WECS) highly nonlinear. In such situations, the controller aim is to maximize the extracted power (MP). At first stage, the dynamic model of the permanent magnet synchronous generator (PMSG) is developed and then the model is converted to Bronwsky form. Consequently, the overall system is subdivided into two subsystems i.e., a second order visible dynamic system and a first order internal dynamic system. The internal dynamics are proved stable i.e., the system under study is minimum phase. Now, the main task is that the output of the visible dynamic system should track a varying profile of the wind speed. This paper presents the nonlinear backstepping based maximum power point tracking (MPPT) algorithm to ensure the MP extraction from variable-speed (fixed pitch) WECS. MATLAB/Simulink tool is used for testing the proposed controller under variable wind speed profile. The simulation results validate the robustness of the proposed control scheme. Furthermore, backstepping is compared with feedback linearization (FL) control that clearly outshines our proposed strategy.","PeriodicalId":431051,"journal":{"name":"2020 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/iCoMET48670.2020.9073939","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

The unpredictable and stochastic speed of the wind makes the entire wind energy conversion system (WECS) highly nonlinear. In such situations, the controller aim is to maximize the extracted power (MP). At first stage, the dynamic model of the permanent magnet synchronous generator (PMSG) is developed and then the model is converted to Bronwsky form. Consequently, the overall system is subdivided into two subsystems i.e., a second order visible dynamic system and a first order internal dynamic system. The internal dynamics are proved stable i.e., the system under study is minimum phase. Now, the main task is that the output of the visible dynamic system should track a varying profile of the wind speed. This paper presents the nonlinear backstepping based maximum power point tracking (MPPT) algorithm to ensure the MP extraction from variable-speed (fixed pitch) WECS. MATLAB/Simulink tool is used for testing the proposed controller under variable wind speed profile. The simulation results validate the robustness of the proposed control scheme. Furthermore, backstepping is compared with feedback linearization (FL) control that clearly outshines our proposed strategy.
基于反演的永磁同步发电机风能转换系统MPPT控制技术
风速的不可预测性和随机性使得整个风能转换系统高度非线性。在这种情况下,控制器的目标是最大限度地提取功率(MP)。首先建立了永磁同步发电机的动力学模型,然后将模型转化为布朗斯基形式。因此,整个系统被细分为两个子系统,即二阶可见动力系统和一阶内部动力系统。内部动力学稳定,即系统处于最小相位。现在,主要的任务是,可见光动态系统的输出应该跟踪风速的变化轮廓。提出了一种基于非线性反演的最大功率点跟踪算法,以保证变速(定螺距)wcs的最大功率点提取。利用MATLAB/Simulink工具对所设计的控制器在变风速剖面下进行了测试。仿真结果验证了所提控制方案的鲁棒性。此外,将反演与反馈线性化(FL)控制进行了比较,结果明显优于我们提出的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信