Model Predictive Control for Linear Impulsive Systems

被引:35
|
作者
Sopasakis, Pantelis [1 ,2 ]
Patrinos, Panagiotis [1 ]
Sarimveis, Haralambos [2 ]
Bemporad, Alberto [1 ]
机构
[1] IMT Inst Adv Studies Lucca, I-55100 Lucca, Italy
[2] Natl Tech Univ Athens, Sch Chem Engn, Athens, Greece
关键词
Bolous drug administration; impulsive systems; invariance; model predictive control; stability;
D O I
10.1109/TAC.2014.2380672
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Linear impulsive control systems have been extensively studied with respect to their equilibrium points which, in most cases, are no other than the origin. However, the trajectory of an impulsive system cannot be stabilized to arbitrary desired points hindering their utilization in a great many applications. In this technical note, we study the equilibrium of linear impulsive systems with respect to target-sets. We properly extend the notion of invariance and design stabilizing model predictive controllers (MPC). Finally, we apply the proposed methodology to control the intravenous bolus administration of Lithium.
引用
收藏
页码:2277 / 2282
页数:6
相关论文
共 50 条
  • [21] Model Predictive Control for Linear Complementarity and Extended Linear Complementarity Systems
    Trilaksono, Bambang Riyanto
    Hakim, Ibrahim
    JOURNAL OF ENGINEERING AND TECHNOLOGICAL SCIENCES, 2005, 37 (02): : 121 - 140
  • [22] Performance analysis of piecewise linear systems and Model Predictive Control systems
    Bemporad, A
    Torrisi, FD
    Morari, M
    PROCEEDINGS OF THE 39TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2000, : 4957 - 4962
  • [23] Fuzzy Model Predictive Control Applied to Piecewise Linear Systems
    Costa, Thiago V.
    Tizzo, Livia M.
    Oliveira-Lopes, Luis C.
    10TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING, 2009, 27 : 1407 - 1412
  • [24] Instant Distributed Model Predictive Control for Constrained Linear Systems
    Figura, Martin
    Su, Lanlan
    Gupta, Vijay
    Inoue, Masaki
    2020 AMERICAN CONTROL CONFERENCE (ACC), 2020, : 4582 - 4587
  • [25] A linear framework on the distributed model predictive control of positive systems
    Zhang, Junfeng
    Zhang, Langwen
    Raissi, Tarek
    SYSTEMS & CONTROL LETTERS, 2020, 138
  • [26] A robust model predictive control scheme for constrained linear systems
    Chen, H
    Scherer, CW
    Allgöwer, F
    DYNAMICS & CONTROL OF PROCESS SYSTEMS 1998, VOLUMES 1 AND 2, 1999, : 61 - 66
  • [27] Model Predictive Control for Linear Parameter-Varying Systems
    Morfin-Magana, Rodrigo
    Rodriguez-Flores, Ruben
    Ramos-Paz, Serafin
    Jesus Rico-Melgoza, J.
    Ornelas-Tellez, Fernando
    2018 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC), 2018,
  • [28] Stabilizing Model Predictive Control of Stochastic Constrained Linear Systems
    Bernardini, Daniele
    Bemporad, Alberto
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2012, 57 (06) : 1468 - 1480
  • [29] A stabilizing model predictive control for linear systems with input saturation
    Li, Zhi-Jun
    Tan, Wen
    Nian, Si-Cheng
    Liu, Ji-Zhen
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 671 - +
  • [30] MODEL PREDICTIVE CONTROL OF LINEAR SYSTEMS SUBJECT TO ACTUATOR DEGRADATION
    Barbosa, Helder S.
    Galvao, Roberto K. H.
    Yoneyama, Takashi
    CONTROL AND INTELLIGENT SYSTEMS, 2012, 40 (04)