On Stabilizing Terminal Costs and Regions for Configuration-Constrained Tube MPC
2024
发表期刊IEEE CONTROL SYSTEMS LETTERS (IF:2.4[JCR-2023],2.4[5-Year])
ISSN2475-1456
EISSN2475-1456
卷号PP期号:99页码:1-1
发表状态已发表
DOI10.1109/LCSYS.2024.3411517
摘要

This paper introduces a novel class of terminal regions and cost functions for tube model predictive control (TMPC). Our focus is on polytopic configuration-constrained TMPC schemes, which offer flexibility by introducing a significant amount of variables to model the shape of the propagated sets. This flexibility, however, comes with a challenge, namely, to enforce stability efficiently. To address this challenge, we propose tailored terminal regions and cost functions enabling efficient and stable TMPC implementations, without relying on regularity assumptions about the control system or configuration templates. Numerical case studies demonstrate the effectiveness and performance of the proposed control scheme.

关键词Convex optimization Cost benefit analysis Cost functions Predictive control systems Robust control Tubes (components) Uncertainty analysis Convex functions Convex optimisation Cost-function Model-predictive control Region function Stability analyze Terminal costs Terminal regions Tube model Uncertainty
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收录类别EI
语种英语
出版者Institute of Electrical and Electronics Engineers Inc.
EI入藏号20242416236647
EI主题词Model predictive control
EI分类号619.1 Pipe, Piping and Pipelines ; 731 Automatic Control Principles and Applications ; 731.1 Control Systems ; 911 Cost and Value Engineering ; Industrial Economics ; 912.2 Management ; 921.5 Optimization Techniques ; 922.1 Probability Theory
原始文献类型Article in Press
来源库IEEE
文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/384325
专题信息科学与技术学院_PI研究组_Boris Houska组
作者单位
1.ShanghaiTech University, China
2.Leibniz University Hannover, Germany
3.IMT School for Advanced Studies Lucca, Italy
第一作者单位上海科技大学
第一作者的第一单位上海科技大学
推荐引用方式
GB/T 7714
Boris Houska,Matthias A. Müller,Mario E. Villanueva. On Stabilizing Terminal Costs and Regions for Configuration-Constrained Tube MPC[J]. IEEE CONTROL SYSTEMS LETTERS,2024,PP(99):1-1.
APA Boris Houska,Matthias A. Müller,&Mario E. Villanueva.(2024).On Stabilizing Terminal Costs and Regions for Configuration-Constrained Tube MPC.IEEE CONTROL SYSTEMS LETTERS,PP(99),1-1.
MLA Boris Houska,et al."On Stabilizing Terminal Costs and Regions for Configuration-Constrained Tube MPC".IEEE CONTROL SYSTEMS LETTERS PP.99(2024):1-1.
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