基于超局部模型和扩展状态观测器的改进线性感应电机预测电流控制策略

A. Mousaei, M. B. Bannae Sharifian, N. Rostami
{"title":"基于超局部模型和扩展状态观测器的改进线性感应电机预测电流控制策略","authors":"A. Mousaei, M. B. Bannae Sharifian, N. Rostami","doi":"10.1109/pedstc53976.2022.9767535","DOIUrl":null,"url":null,"abstract":"The Model Predictive Current Controls (MPCs) have fast speed response and low current’s Total Harmonic Distortion (THD) for Linear Induction Motors (LIMs) control. However, this method like other control methods has some disadvantages which one of them is the need to parameters detuning of LIM. On the other hand, parameters of the LIM are changed by changing condition like changing temperature. So, if the motor parameters are not been calculated accurate, the control of speed and THD of the current may become worse. In this paper, an improved MPC is proposed to solve this problem. The proposed Structure is resistant to changes in the parameters of the LIM. The proposed structure uses an ultra-local model instead of mathematical model of the LIM. Also, in the proposed structure, for estimate of disturbance and improve the control of speed, a Linear Extended State Observer (LESO) is used. According to the results, Proposed Structure have less ripple of speed’s path than Field Oriented Control (FOC), Conventional Direct Thrust Force Control (DTFC), DTFC-PI, Deadbeat-based Predictive Current Control (DPCC) and Conventional MPC. Also its ripple of the output speed is less than Conventional DTFC, DTFC-PI, DPCC and Conventional MPC. One of the other advantages of the proposed structure is fast speed of respond. In other word, in the proposed structure, actual speed achieves faster than FOC, Conventional DTFC, DTFC-PI, DPCC and Conventional MPC to the reference speed.","PeriodicalId":213924,"journal":{"name":"2022 13th Power Electronics, Drive Systems, and Technologies Conference (PEDSTC)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"An Improved Predictive Current Control Strategy of Linear Induction Motor Based on Ultra-Local Model and Extended State Observer\",\"authors\":\"A. Mousaei, M. B. Bannae Sharifian, N. Rostami\",\"doi\":\"10.1109/pedstc53976.2022.9767535\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The Model Predictive Current Controls (MPCs) have fast speed response and low current’s Total Harmonic Distortion (THD) for Linear Induction Motors (LIMs) control. However, this method like other control methods has some disadvantages which one of them is the need to parameters detuning of LIM. On the other hand, parameters of the LIM are changed by changing condition like changing temperature. So, if the motor parameters are not been calculated accurate, the control of speed and THD of the current may become worse. In this paper, an improved MPC is proposed to solve this problem. The proposed Structure is resistant to changes in the parameters of the LIM. The proposed structure uses an ultra-local model instead of mathematical model of the LIM. Also, in the proposed structure, for estimate of disturbance and improve the control of speed, a Linear Extended State Observer (LESO) is used. According to the results, Proposed Structure have less ripple of speed’s path than Field Oriented Control (FOC), Conventional Direct Thrust Force Control (DTFC), DTFC-PI, Deadbeat-based Predictive Current Control (DPCC) and Conventional MPC. Also its ripple of the output speed is less than Conventional DTFC, DTFC-PI, DPCC and Conventional MPC. One of the other advantages of the proposed structure is fast speed of respond. In other word, in the proposed structure, actual speed achieves faster than FOC, Conventional DTFC, DTFC-PI, DPCC and Conventional MPC to the reference speed.\",\"PeriodicalId\":213924,\"journal\":{\"name\":\"2022 13th Power Electronics, Drive Systems, and Technologies Conference (PEDSTC)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 13th Power Electronics, Drive Systems, and Technologies Conference (PEDSTC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/pedstc53976.2022.9767535\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 13th Power Electronics, Drive Systems, and Technologies Conference (PEDSTC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/pedstc53976.2022.9767535","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

模型预测电流控制(MPCs)具有速度响应快、电流总谐波失真(THD)小的特点,适用于直线感应电动机的控制。然而,与其他控制方法一样,该方法也存在一些缺点,其中之一就是需要对LIM进行参数失谐。另一方面,LIM的参数会随着温度等条件的变化而变化。因此,如果电机参数计算不准确,则对电流的速度和THD的控制可能会变差。本文提出了一种改进的MPC算法来解决这一问题。所提出的结构可以抵抗LIM参数的变化。所提出的结构采用超局部模型代替线性拓扑的数学模型。此外,在所提出的结构中,为了估计扰动和改善速度控制,使用了线性扩展状态观测器(LESO)。结果表明,该结构比场定向控制(FOC)、传统直接推力控制(DTFC)、DTFC- pi、基于无差拍拍的预测电流控制(DPCC)和传统MPC具有更小的速度路径波动。输出速度纹波小于传统DTFC、DTFC- pi、DPCC和传统MPC。该结构的另一个优点是响应速度快。也就是说,在本文提出的结构中,实际速度比FOC、Conventional DTFC、DTFC- pi、DPCC和Conventional MPC更快达到参考速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Improved Predictive Current Control Strategy of Linear Induction Motor Based on Ultra-Local Model and Extended State Observer
The Model Predictive Current Controls (MPCs) have fast speed response and low current’s Total Harmonic Distortion (THD) for Linear Induction Motors (LIMs) control. However, this method like other control methods has some disadvantages which one of them is the need to parameters detuning of LIM. On the other hand, parameters of the LIM are changed by changing condition like changing temperature. So, if the motor parameters are not been calculated accurate, the control of speed and THD of the current may become worse. In this paper, an improved MPC is proposed to solve this problem. The proposed Structure is resistant to changes in the parameters of the LIM. The proposed structure uses an ultra-local model instead of mathematical model of the LIM. Also, in the proposed structure, for estimate of disturbance and improve the control of speed, a Linear Extended State Observer (LESO) is used. According to the results, Proposed Structure have less ripple of speed’s path than Field Oriented Control (FOC), Conventional Direct Thrust Force Control (DTFC), DTFC-PI, Deadbeat-based Predictive Current Control (DPCC) and Conventional MPC. Also its ripple of the output speed is less than Conventional DTFC, DTFC-PI, DPCC and Conventional MPC. One of the other advantages of the proposed structure is fast speed of respond. In other word, in the proposed structure, actual speed achieves faster than FOC, Conventional DTFC, DTFC-PI, DPCC and Conventional MPC to the reference speed.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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