Optimization-based Gain Tuning Method of Sliding-mode-based Flux Linkage Observer for PMSM with Wide Operating Range

Xudonga Wang, Wesam Taha, Sumedh Dhale, Feng Sun, B. Nahid-Mobarakeh, A. Emadi
{"title":"Optimization-based Gain Tuning Method of Sliding-mode-based Flux Linkage Observer for PMSM with Wide Operating Range","authors":"Xudonga Wang, Wesam Taha, Sumedh Dhale, Feng Sun, B. Nahid-Mobarakeh, A. Emadi","doi":"10.1109/ITEC55900.2023.10187093","DOIUrl":null,"url":null,"abstract":"The second-order sliding mode observers (SOSMOs) have proved to provide good robustness against parameter variation while maintaining a good dynamic response. This paper presents an efficient gain-tuning method for stator flux linkage SOSMOs in permanent magnet synchronous machines (PMSMs). The tuning of SOSMO gains is essential to achieve the adequate performance of the observer. However, this is challenging under varied operating conditions. To alleviate this issue, the proposed method involves two steps. Firstly, a set of optimal gains is obtained by optimizations at each operating point. Secondly, based on the optimized gains, lookup tables are created in order to adapt to the operating condition variation. A simulation study is conducted to demonstrate the effectiveness of the proposed tuning method.","PeriodicalId":234784,"journal":{"name":"2023 IEEE Transportation Electrification Conference & Expo (ITEC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE Transportation Electrification Conference & Expo (ITEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITEC55900.2023.10187093","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The second-order sliding mode observers (SOSMOs) have proved to provide good robustness against parameter variation while maintaining a good dynamic response. This paper presents an efficient gain-tuning method for stator flux linkage SOSMOs in permanent magnet synchronous machines (PMSMs). The tuning of SOSMO gains is essential to achieve the adequate performance of the observer. However, this is challenging under varied operating conditions. To alleviate this issue, the proposed method involves two steps. Firstly, a set of optimal gains is obtained by optimizations at each operating point. Secondly, based on the optimized gains, lookup tables are created in order to adapt to the operating condition variation. A simulation study is conducted to demonstrate the effectiveness of the proposed tuning method.
大工作范围永磁同步电机滑模磁链观测器的增益优化调谐方法
二阶滑模观测器(SOSMOs)已被证明对参数变化具有良好的鲁棒性,同时保持良好的动态响应。提出了一种用于永磁同步电机定子磁链的增益调谐方法。SOSMO增益的调优对于实现观测器的充分性能至关重要。然而,在不同的操作条件下,这是具有挑战性的。为了缓解这一问题,所提出的方法包括两个步骤。首先,对每个工作点进行优化,得到一组最优增益。其次,根据优化后的增益,建立查找表,以适应运行条件的变化。仿真研究验证了所提调谐方法的有效性。
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:604180095
Book学术官方微信