FLC based hysteresis band adaptation to optimize torque and stator flux ripples of a DTC based IM drive

M. Hafeez, M. Uddin, R. S. Rebeiro
{"title":"FLC based hysteresis band adaptation to optimize torque and stator flux ripples of a DTC based IM drive","authors":"M. Hafeez, M. Uddin, R. S. Rebeiro","doi":"10.1109/EPEC.2010.5697255","DOIUrl":null,"url":null,"abstract":"This paper presents a fuzzy logic controller (FLC) based direct torque control of induction motor (IM) drive to reduce the ripple in developed torque and stator flux. First the effect of amplitude of torque hysteresis band on the torque ripple of an IM motor is discussed. Finally, a strategy to reduce the ripple in the developed torque and stator flux is proposed by controlling the amplitude of the hysteresis bands. The FLC is used to determine the optimum amplitudes of torque and flux hysteresis bands based on the variations of motor speed and stator current. Further, in order to reduce the computational burden in this paper a bit by bit algorithm is used for calculation of flux sector position instead of the conventional trigonometric function. The proposed FLC Based DTC scheme for IM drive is simulated using Matlab/Simulink. The simulation results show better speed and torque responses of the proposed drive as compared to the conventional DTC scheme.","PeriodicalId":393869,"journal":{"name":"2010 IEEE Electrical Power & Energy Conference","volume":"5 6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE Electrical Power & Energy Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EPEC.2010.5697255","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

Abstract

This paper presents a fuzzy logic controller (FLC) based direct torque control of induction motor (IM) drive to reduce the ripple in developed torque and stator flux. First the effect of amplitude of torque hysteresis band on the torque ripple of an IM motor is discussed. Finally, a strategy to reduce the ripple in the developed torque and stator flux is proposed by controlling the amplitude of the hysteresis bands. The FLC is used to determine the optimum amplitudes of torque and flux hysteresis bands based on the variations of motor speed and stator current. Further, in order to reduce the computational burden in this paper a bit by bit algorithm is used for calculation of flux sector position instead of the conventional trigonometric function. The proposed FLC Based DTC scheme for IM drive is simulated using Matlab/Simulink. The simulation results show better speed and torque responses of the proposed drive as compared to the conventional DTC scheme.
基于FLC的磁滞带自适应优化转矩和定子磁链脉动
提出了一种基于模糊控制器(FLC)的异步电动机直接转矩控制方法,以减小转矩和定子磁链的脉动。首先讨论了转矩迟滞带幅值对IM电机转矩脉动的影响。最后,提出了一种通过控制磁滞带幅值来减小转矩和定子磁链脉动的策略。根据电机转速和定子电流的变化,利用FLC确定转矩和磁链滞回带的最佳幅值。此外,为了减少计算量,本文采用逐位算法代替传统的三角函数来计算磁通扇区位置。利用Matlab/Simulink对所提出的基于FLC的IM驱动直接控制方案进行了仿真。仿真结果表明,与传统的直接转矩控制方案相比,该方案具有更好的速度和转矩响应。
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