Synthesis of model predictive control based on data-driven learning

被引:11
|
作者
Zhou, Yuanqiang [1 ,2 ,3 ]
Li, Dewei [2 ,3 ]
Xi, Yugeng [2 ,3 ]
Gan, Zhongxue [1 ]
机构
[1] ENN Sci & Technol Dev Co Ltd, Langfang, Peoples R China
[2] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[3] Minist Educ China, Key Lab Syst Control & Informat Proc, Shanghai 200240, Peoples R China
基金
上海市自然科学基金; 中国国家自然科学基金;
关键词
SYSTEMS;
D O I
10.1007/s11432-018-9645-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页数:3
相关论文
共 50 条
  • [1] Synthesis of model predictive control based on data-driven learning
    Yuanqiang Zhou
    Dewei Li
    Yugeng Xi
    Zhongxue Gan
    [J]. Science China Information Sciences, 2020, 63
  • [2] Synthesis of model predictive control based on data-driven learning
    Yuanqiang ZHOU
    Dewei LI
    Yugeng XI
    Zhongxue GAN
    [J]. Science China(Information Sciences), 2020, 63 (08) : 251 - 253
  • [3] Learning Based Stochastic Data-Driven Predictive Control
    Hiremath, Sandesh Athni
    Mishra, Vikas Kumar
    Bajcinca, Naim
    [J]. 2022 IEEE 61ST CONFERENCE ON DECISION AND CONTROL (CDC), 2022, : 1684 - 1691
  • [4] Iterative Learning Model Predictive Control Based on Iterative Data-Driven Modeling
    Ma, Lele
    Liu, Xiangjie
    Kong, Xiaobing
    Lee, Kwang Y.
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 32 (08) : 3377 - 3390
  • [5] Learning-based robust model predictive control with data-driven Koopman operators
    Wang, Meixi
    Lou, Xuyang
    Cui, Baotong
    [J]. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 14 (09) : 3295 - 3321
  • [6] Learning-based robust model predictive control with data-driven Koopman operators
    Meixi Wang
    Xuyang Lou
    Baotong Cui
    [J]. International Journal of Machine Learning and Cybernetics, 2023, 14 : 3295 - 3321
  • [7] Data-driven Iterative Learning for Model Predictive Control of Heating Systems
    Lautenschlager, Bjoern
    Lichtenberg, Gerwald
    [J]. IFAC PAPERSONLINE, 2016, 49 (13): : 175 - 180
  • [8] Data-driven learning-based Model Predictive Control for energy-intensive systems
    Chen, Jiawei
    Xu, Gangyan
    Zhou, Ziye
    [J]. ADVANCED ENGINEERING INFORMATICS, 2023, 58
  • [9] Learning Model Predictive Control for Iterative Tasks. A Data-Driven Control Framework
    Rosolia, Ugo
    Borrelli, Francesco
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (07) : 1883 - 1896
  • [10] Learning for Depth Control of a Robotic Penguin: A Data-Driven Model Predictive Control Approach
    Pan, Jie
    Zhang, Pengfei
    Wang, Jian
    Liu, Mingxin
    Yu, Junzhi
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (11) : 11422 - 11432