PREDICTIVE_CONTROL

作品数:191被引量:449H指数:11
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相关作者:沈炯张帆吴啸张鸿业王慧更多>>
相关机构:东华大学华南理工大学东南大学北京理工大学更多>>
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Energy Efficient Predictive Control for Vapor Compression Refrigeration Cycle Systems被引量:3
《IEEE/CAA Journal of Automatica Sinica》2018年第5期953-960,共8页Xiaohong Yin Shaoyuan Li 
supported by the National Natural Science Foundation of China(61233004,61221003,61374109,61473184,61703223,61703238);the National Basic Research Program of China(973 Program)(2013CB035500);Shandong Provincial Natural Science Foundation of China(ZR2017BF014,ZR2017MF017);the National Research Foundation of Singapore(NRF-2011,NRF-CRP001-090)
Abstract--Vapor compression refrigeration cycle (VCC) system is a high dimensional coupling thermodynamic system for which the controller design is a great challenge. In this paper, a model predictive control based ...
关键词:Cooling load model predictive control(MPC) SUPERHEAT vapor compression refrigeration cycle(VCC) 
Support vector machine based nonlinear model multi-step-ahead optimizing predictive control被引量:9
《Journal of Central South University of Technology》2005年第5期591-595,共5页钟伟民 皮道映 孙优贤 
Project(2002CB312200)supportedbytheNationalKeyFundamentalResearchandDevelopmentProgramofChina
A support vector machine with guadratic polynomial kernel function based nonlinear model multi-step-ahead optimizing predictive controller was presented. A support vector machine based predictive model was established...
关键词:nonlinear model predictive control support vector machine nonlinear system identification kernel function nonlinear optimization 
SVM with Quadratic Polynomial Kernel Function Based Nonlinear Model One-step-ahead Predictive Control被引量:12
《Chinese Journal of Chemical Engineering》2005年第3期373-379,共7页钟伟民 何国龙 皮道映 孙优贤 
Support by China 973 Project (No. 2002CB312200).
A support vector machine (SVM) with quadratic polynomial kernel function based nonlinear model one-step-ahead predictive controller is presented. The SVM based predictive model is established with black-box identifica...
关键词:nonlinear model predictive control support vector machine nonlinear system identification kernel function 
A Hybrid Model Predictive Control for Handling Infeasibility and Constraint Prioritization被引量:4
《Chinese Journal of Chemical Engineering》2005年第2期211-217,共7页王宇红 黄德先 金以慧 
Supported by the 973 Program (No. 2002CB312200)National High Tech. Project of China (863/CIMS 2004AA412050).
A hybrid approach using MLD (mixed logical dynamical) framework to handle infeasibility and constraint prioritization issues in MPC (model predictive control) based on input-output model is introduced. By expressing c...
关键词:model predictive control FEASIBILITY mixed logical dynamical system PRIORITY hybrid system 
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