Switching Frequency Limitation With Finite Control Set Model Predictive Control via Slack Variables

IF 4.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Luca M. Hartmann;Orcun Karaca;Tinus Dorfling;Tobias Geyer
{"title":"Switching Frequency Limitation With Finite Control Set Model Predictive Control via Slack Variables","authors":"Luca M. Hartmann;Orcun Karaca;Tinus Dorfling;Tobias Geyer","doi":"10.1109/TCST.2025.3527876","DOIUrl":null,"url":null,"abstract":"Past work proposed an extension to finite control set model predictive control to simultaneously track both a current reference and a switching frequency reference. Such an objective can jeopardize the current tracking performance, and this can potentially be alleviated by instead limiting the switching frequency. To this end, we propose to limit the switching frequency in finite control set model predictive control. The switching frequency is captured with an infinite impulse response filter and bounded by an inequality constraint; its corresponding slack variable is penalized in the cost function. To solve the problem efficiently, a sphere decoder with a computational speed-up is presented.","PeriodicalId":13103,"journal":{"name":"IEEE Transactions on Control Systems Technology","volume":"33 3","pages":"1125-1133"},"PeriodicalIF":4.9000,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Control Systems Technology","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10870017/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

Past work proposed an extension to finite control set model predictive control to simultaneously track both a current reference and a switching frequency reference. Such an objective can jeopardize the current tracking performance, and this can potentially be alleviated by instead limiting the switching frequency. To this end, we propose to limit the switching frequency in finite control set model predictive control. The switching frequency is captured with an infinite impulse response filter and bounded by an inequality constraint; its corresponding slack variable is penalized in the cost function. To solve the problem efficiently, a sphere decoder with a computational speed-up is presented.
有限控制集开关频率限制模型的松弛变量预测控制
过去的工作提出了对有限控制集模型预测控制的扩展,以同时跟踪电流参考和开关频率参考。这样的目标可能会危及当前跟踪性能,这可以通过限制开关频率来潜在地减轻。为此,我们提出在有限控制集模型预测控制中限制开关频率。开关频率由无限脉冲响应滤波器捕获,并以不等式约束为界;其对应的松弛变量在成本函数中被惩罚。为了有效地解决这一问题,提出了一种计算速度加快的球面解码器。
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
IEEE Transactions on Control Systems Technology
IEEE Transactions on Control Systems Technology 工程技术-工程:电子与电气
CiteScore
10.70
自引率
2.10%
发文量
218
审稿时长
6.7 months
期刊介绍: The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.
×
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