基于改进预测的FCS-MPC抑制开关磁阻电机转矩和电流脉动

IF 7.2 1区 工程技术 Q1 AUTOMATION & CONTROL SYSTEMS
Xiaodong Sun;Yilong Wen;Yiliang Zhu;Lei Zhang;Ming Yao;Gang Lei
{"title":"基于改进预测的FCS-MPC抑制开关磁阻电机转矩和电流脉动","authors":"Xiaodong Sun;Yilong Wen;Yiliang Zhu;Lei Zhang;Ming Yao;Gang Lei","doi":"10.1109/TIE.2024.3515281","DOIUrl":null,"url":null,"abstract":"This article proposes an improved finite control set model predictive control strategy to suppress the dual pulsations of torque and current of three-phase switched reluctance motors. It enhances delay compensation to strengthen predictive capabilities and predicts the motor torque and current under all possible switching states to construct a cost function. The working condition that minimizes the cost function is considered the optimal drive signal and is applied to control the power converter, thereby simultaneously reducing torque and current ripples. The delay compensation is enhanced by including a Kalman filter stage. The algorithm is validated through experiments using a three-phase SRM. The results demonstrate that the proposed method significantly suppresses both torque and current dual pulsations, verifying its effectiveness.","PeriodicalId":13402,"journal":{"name":"IEEE Transactions on Industrial Electronics","volume":"72 7","pages":"6831-6839"},"PeriodicalIF":7.2000,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"FCS-MPC With Improved Prediction for Suppressing Torque and Current Pulsations of Switched Reluctance Motors\",\"authors\":\"Xiaodong Sun;Yilong Wen;Yiliang Zhu;Lei Zhang;Ming Yao;Gang Lei\",\"doi\":\"10.1109/TIE.2024.3515281\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article proposes an improved finite control set model predictive control strategy to suppress the dual pulsations of torque and current of three-phase switched reluctance motors. It enhances delay compensation to strengthen predictive capabilities and predicts the motor torque and current under all possible switching states to construct a cost function. The working condition that minimizes the cost function is considered the optimal drive signal and is applied to control the power converter, thereby simultaneously reducing torque and current ripples. The delay compensation is enhanced by including a Kalman filter stage. The algorithm is validated through experiments using a three-phase SRM. The results demonstrate that the proposed method significantly suppresses both torque and current dual pulsations, verifying its effectiveness.\",\"PeriodicalId\":13402,\"journal\":{\"name\":\"IEEE Transactions on Industrial Electronics\",\"volume\":\"72 7\",\"pages\":\"6831-6839\"},\"PeriodicalIF\":7.2000,\"publicationDate\":\"2024-12-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Industrial Electronics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10807746/\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industrial Electronics","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10807746/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

摘要

本文提出了一种改进的有限控制集模型预测控制策略来抑制三相开关磁阻电机的转矩和电流双脉动。通过增加延时补偿来增强预测能力,并对所有可能开关状态下的电机转矩和电流进行预测,构造代价函数。将代价函数最小的工况作为最优驱动信号,用于控制功率变换器,从而同时减小转矩和电流纹波。通过加入卡尔曼滤波级来增强延迟补偿。通过三相SRM实验验证了该算法的有效性。结果表明,该方法能有效抑制转矩和电流双脉动,验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FCS-MPC With Improved Prediction for Suppressing Torque and Current Pulsations of Switched Reluctance Motors
This article proposes an improved finite control set model predictive control strategy to suppress the dual pulsations of torque and current of three-phase switched reluctance motors. It enhances delay compensation to strengthen predictive capabilities and predicts the motor torque and current under all possible switching states to construct a cost function. The working condition that minimizes the cost function is considered the optimal drive signal and is applied to control the power converter, thereby simultaneously reducing torque and current ripples. The delay compensation is enhanced by including a Kalman filter stage. The algorithm is validated through experiments using a three-phase SRM. The results demonstrate that the proposed method significantly suppresses both torque and current dual pulsations, verifying its effectiveness.
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
IEEE Transactions on Industrial Electronics
IEEE Transactions on Industrial Electronics 工程技术-工程:电子与电气
CiteScore
16.80
自引率
9.10%
发文量
1396
审稿时长
6.3 months
期刊介绍: Journal Name: IEEE Transactions on Industrial Electronics Publication Frequency: Monthly Scope: The scope of IEEE Transactions on Industrial Electronics encompasses the following areas: Applications of electronics, controls, and communications in industrial and manufacturing systems and processes. Power electronics and drive control techniques. System control and signal processing. Fault detection and diagnosis. Power systems. Instrumentation, measurement, and testing. Modeling and simulation. Motion control. Robotics. Sensors and actuators. Implementation of neural networks, fuzzy logic, and artificial intelligence in industrial systems. Factory automation. Communication and computer networks.
×
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