Prediction Mismatch in Distributed Model Predictive Control

被引:3
|
作者
Kloock, Christine [1 ]
Werner, Herbert [1 ]
机构
[1] Hamburg Univ Technol, Inst Control Syst, D-21073 Hamburg, Germany
关键词
STABILITY;
D O I
10.23919/ecc51009.2020.9143753
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the topic of prediction mismatch for distributed model predictive control. Based on a simple scenario the problem is illustrated for a small group of agents with obstacles in simulation studies. A novel approach based on external soft constraints is presented and shown in the simulated scenario to recover feasibility that was otherwise lost.
引用
收藏
页码:1224 / 1229
页数:6
相关论文
共 50 条
  • [1] Collision-Freeness and Feasibility in Non-Iterative Distributed Model Predictive Control with Prediction Mismatch
    Kloock, Christine
    Werner, Herbert
    2020 59TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2020, : 5614 - 5621
  • [2] Distributed model predictive control
    Camponogara, Eduardo
    Jia, Dong
    Krogh, Bruce H.
    Talukdar, Sarosh
    IEEE Control Systems Magazine, 2002, 22 (01): : 44 - 52
  • [3] Distributed model predictive control
    Camacho, Eduardo F.
    Bordons, Carlos
    OPTIMAL CONTROL APPLICATIONS & METHODS, 2015, 36 (03): : 269 - 271
  • [4] Distributed model predictive control
    Jia, D
    Krogh, BH
    PROCEEDINGS OF THE 2001 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2001, : 2767 - 2772
  • [5] Distributed model predictive control
    Camponogara, E
    Jia, D
    Krogh, BH
    Talukdar, S
    IEEE CONTROL SYSTEMS MAGAZINE, 2002, 22 (01): : 44 - 52
  • [6] A Kind of Model Predictive Control under Model Mismatch
    Zhang, Feilong
    Zhang, Bi
    Zhao, Xingang
    IEEE INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SYSTEMS SCIENCE AND ENGINEERING (IEEE RASSE 2021), 2021,
  • [7] Stochastic distributed model predictive control of microgrid with uncertain PV power prediction
    Namba T.
    Funabiki S.
    Takaba K.
    SICE Journal of Control, Measurement, and System Integration, 2021, 14 (01) : 39 - 50
  • [8] Reconfigurable distributed model predictive control
    Tippett, Michael James
    Bao, Jie
    CHEMICAL ENGINEERING SCIENCE, 2015, 136 : 2 - 19
  • [9] Cooperative distributed model predictive control
    Stewart, Brett T.
    Venkat, Aswin N.
    Rawlings, James B.
    Wright, Stephen J.
    Pannocchia, Gabriele
    SYSTEMS & CONTROL LETTERS, 2010, 59 (08) : 460 - 469
  • [10] Robust distributed model predictive control
    Richards, A.
    How, J. P.
    INTERNATIONAL JOURNAL OF CONTROL, 2007, 80 (09) : 1517 - 1531