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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]) |
ISSN | 2475-1456 |
EISSN | 2475-1456 |
卷号 | PP期号:99页码:1-1 |
发表状态 | 已发表 |
DOI | 10.1109/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 |
URL | 查看原文 |
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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