State feedback predictive control for hybrid system via parametric optimization

CASIA OpenIR > 09年以前成果

	State feedback predictive control for hybrid system via parametric optimization
	Li, XG ; Huang, DX; Gao, DJ
发表期刊	CHINESE JOURNAL OF CHEMICAL ENGINEERING
	2005-10-01
卷号	13 期号:5 页码:634-641
文章类型	Article
摘要	In this article, state feedback predictive controller for hybrid system via parametric programming is proposed. First, mixed logic dynamic (MLD) modeling mechanism for hybrid system is analyzed, which has a distinguished advantage to deal with the logic rules and constraints of a plant. Model predictive control algorithm with moving horizon state estimator (MHE) is presented. The estimator is adopted to estimate the current state of the plant with process disturbance and measurement noise, and the state estimated are utilized in the predictive controller for both regulation and tracking problems of the hybrid system based on MLD model. Off-line parametric programming is adopted and then on-line mixed integer programming problem can be treated as the parameter programming with estimated state as the parameters. A three tank system is used for computer simulation, results show that the proposed MHE based predictive control via parametric programming is effective for hybrid system with model/plant mismatch, and has a potential for the engineering applications.
关键词	Predictive Control Moving Horizon Estimator Hybrid System Mixed Logic Dynamic Parameters Programming
WOS标题词	Science & Technology ; Technology
关键词[WOS]	CONSTRAINTS ; LOGIC ; MODEL
收录类别	SCI
语种	英语
WOS研究方向	Engineering
WOS类目	Engineering, Chemical
WOS记录号	WOS:000234384000010
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9129
专题	09年以前成果
作者单位	1.Tsing Hua Univ, Dept Automat, Beijing 100084, Peoples R China 2.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligent Sci, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Li, XG,Huang, DX,Gao, DJ. State feedback predictive control for hybrid system via parametric optimization[J]. CHINESE JOURNAL OF CHEMICAL ENGINEERING,2005,13(5):634-641.
APA	Li, XG,Huang, DX,&Gao, DJ.(2005).State feedback predictive control for hybrid system via parametric optimization.CHINESE JOURNAL OF CHEMICAL ENGINEERING,13(5),634-641.
MLA	Li, XG,et al."State feedback predictive control for hybrid system via parametric optimization".CHINESE JOURNAL OF CHEMICAL ENGINEERING 13.5(2005):634-641.