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 ...
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...
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...
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...