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检索条件"主题词=Iterative Learning Model Predictive Control"
10 条 记 录,以下是1-10 订阅
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Efficient iterative learning model predictive control for uncertain nonlinear discrete-time systems
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AUTOMATICA 2025年 177卷
作者: Zhang, Shuyu Li, Xiao-Dong Li, Xuefang Sun Yat Sen Univ Sch Intelligent Syst Engn Shenzhen Campus Shenzhen 518107 Peoples R China Guangdong Prov Key Lab Fire Sci & Intelligent Emer Guangzhou 510006 Peoples R China
This work focuses on the iterative learning model predictive control (ILMPC) design for nonlinear discrete-time batch systems. Different from the existing results, a novel efficient two-dimensional (2D) ILMPC approach... 详细信息
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Improved iterative learning model predictive control for Nonlinear Batch Processes
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INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR control 2025年 第6期35卷 2130-2141页
作者: Zhou, Chengyu Jia, Li Li, Jianfang Chongqing Univ Technol Sch Elect & Elect Engn Dept Automat Chongqing Peoples R China Shanghai Univ Coll Mechatron Engn & Automat Dept Automat Shanghai Peoples R China
This paper once again focuses on the research of iterative learning model predictive control (ILMPC) in batch processes, which aims to ensure that the system has fast convergence speed and good non-repetitive disturba... 详细信息
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A two-stage robust iterative learning model predictive control for batch processes
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ISA TRANSACTIONS 2023年 135卷 309-324页
作者: Zhou, Chengyu Jia, Li Zhou, Yang Shanghai Univ Coll Mechatron Engn & Automation Dept Automation Shanghai 200072 Peoples R China Shanghai Univ Sch Mechatron Engn & Automation 333 Nanchen Rd Shanghai 200444 Peoples R China
iterative learning model predictive control (ILMPC) has been considered as potential control strategy for batch processes. ILMPC can converge to the desired reference trajectory with high precision along batches and e... 详细信息
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Stochastic iterative learning model predictive control based on Stochastic Approximation  12
Stochastic Iterative Learning Model Predictive Control based...
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12th International-Federation-of-Automatic-control (IFAC) Symposium on Dynamics and control of Process Systems including Biosystems (DYCOPS)
作者: Park, ByungJun Oh, Se-Kyu Lee, Jong Min Seoul Natl Univ Sch Chem & Biol Engn Inst Chem Proc Seoul 08826 South Korea Hyundai Motor Co Engine Control Syst Team R&D Div Hwaseong 445706 South Korea
iterative learning model predictive control (ILMPC) is an effective control technique for improving the performance of a batch process under model uncertainty and rejecting real-time disturbances. Industrial batch pro... 详细信息
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Stochastic iterative learning model predictive control based on Stochastic Approximation
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IFAC-PapersOnLine 2019年 第1期52卷 604-609页
作者: ByungJun Park Se-Kyu Oh Jong Min Lee School of Chemical and Biological Engineering Institute of Chemical Processes Seoul National University 1 Gwanak-ro Gwanak-gu Seoul 08826 Korea R&D Division Engine Control System Team Hyundai Motor Company Hwaseong 445-706 Korea
iterative learning model predictive control (ILMPC) is an effective control technique for improving the performance of a batch process under model uncertainty and rejecting real-time disturbances. Industrial batch pro... 详细信息
来源: 评论
An iterative learning model predictive control Strategy for Evaporator  37
An Iterative Learning Model Predictive Control Strategy for ...
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37th Chinese control Conference (CCC)
作者: Yin, Xiaohong Wang, Xinli Liu, Ximei Chi, Ronghu Lin, Mingming Wang, Yanni Qingdao Univ Sci & Technol Sch Automat & Elect Engn Qingdao 266042 Shandong Peoples R China Shandong Univ Sch Control Sci & Engn Jinan 250061 Shandong Peoples R China Natl Univ Def Technol Informat & Commun Acad Changsha 410073 Hunan Peoples R China
superheat degree of evaporator in heating, ventilating, and air-conditioning (HVAC) systems is a crucial variable, which not only maintains the system stability, but also impacts the system efficiency. In this study, ... 详细信息
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iterative learning model predictive control for constrained multivariable control of batch processes
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COMPUTERS & CHEMICAL ENGINEERING 2016年 第0期93卷 284-292页
作者: Oh, Se-Kyu Lee, Jong Min Seoul Natl Univ Inst Chem Proc Sch Chem & Biol Engn 1 Gwanak Ro Seoul 08826 South Korea
In this paper, we propose a model predictive control (MPC) technique combined with iterative learning control (ILC), called the iterative learning model predictive control (ILMPC), for constrained multivariable contro... 详细信息
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An iterative learning model predictive control Strategy for Evaporator
An Iterative Learning Model Predictive Control Strategy for ...
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第37届中国控制会议
作者: Xiaohong Yin Xinli Wang Ximei Liu Ronghu Chi Mingming Lin Yanni Wang School of Automation & Electronic Engineering Qingdao University of Science & Technology School of Control Science and Engineering Shandong University Information and Communication Academy National University of Defence Technology
superheat degree of evaporator in heating, ventilating, and air-conditioning(HVAC) systems is a crucial variable, which not only maintains the system stability, but also impacts the system efficiency. In this study, a... 详细信息
来源: 评论
Two-dimensional model predictive iterative learning control based on just-in-time learning method for batch processes  12
Two-dimensional model predictive iterative learning control ...
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IEEE 12th Data Driven control and learning Systems Conference (DDCLS)
作者: Zheng, Chuangkai Zhou, Liuming Li, Feng Yangzhou Univ Yangzhou 225100 Jiangsu Peoples R China Jiangsu Univ Technol Changzhou 213001 Jiangsu Peoples R China
In this paper, the predictive control problem of two-dimensional iterative learning model based on just-in-time learning (JITL) model is studied for batch processes. A new error compensation strategy is proposed based... 详细信息
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A learning-based hierarchical energy management control strategy for hybrid electric vehicles
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IET control THEORY AND APPLICATIONS 2024年 第18期18卷 2725-2741页
作者: Chen, Yanfang Li, Xuefang Sun Yat Sen Univ Sch Intelligent Syst Engn Shenzhen Campus Shenzhen 518000 Peoples R China
In this work, a novel energy management control framework is developed for hybrid electric vehicles (HEVs) driving in car-following scenarios. In order to enhance the energy efficiency while maintaining the driving sa... 详细信息
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