A data-driven subspace identification algorithm for industrial 4-stage evaporator

CQUET-IR

	A data-driven subspace identification algorithm for industrial 4-stage evaporator
	Lin, Xueshan1 ; Luo, Xiaosuo1,2
	2019
发表期刊	International Journal of Circuits, Systems and Signal Processing
卷号	13 页码:558-562
摘要	For the problem that it is difficult in building the accurate mechanism models of the industrial 4-stage evaporator, A new data-driven subspace identification algorithm is proposed. Firstly, a basic procedure of subspace identification method is introduced. Then, the state-space model, obtained from the PO-MOESP (Past Output MOESP, MOESP is one form of the subspace identification methods) algorithm, is regarded as the system model. Lastly, it is applied to the process simulation on the industrial 4-stage evaporator. Through comparisons of performance with a traditional subspace identification algorithm, the superiority of the proposed algorithm is illustrated. © 2019, North Atlantic University Union. All rights reserved.
关键词	State space methods Basic procedure Data-driven methods Mechanism model Process simulations State space models Subspace identification Subspace identification methods System modeling
收录类别	EI
语种	英语
出版者	North Atlantic University Union NAUN
EI入藏号	20194307576594
EI分类号	802.1 Chemical Plants and Equipment ; 921 Mathematics
原始文献类型	Journal article (JA)
文献类型	期刊论文
条目标识符	https://ir.cqcet.edu.cn/handle/39TD4454/3100
专题	重庆电子科技职业大学
作者单位	1.Chongqing College of Electronic Engineering, Chongqing; 401331, China; 2.School of Automation, Chongqing University, Chongqing; 400044, China
第一作者单位	重庆电子科技职业大学
推荐引用方式 GB/T 7714	Lin, Xueshan,Luo, Xiaosuo. A data-driven subspace identification algorithm for industrial 4-stage evaporator[J]. International Journal of Circuits, Systems and Signal Processing,2019,13:558-562.
APA	Lin, Xueshan,&Luo, Xiaosuo.(2019).A data-driven subspace identification algorithm for industrial 4-stage evaporator.International Journal of Circuits, Systems and Signal Processing,13,558-562.
MLA	Lin, Xueshan,et al."A data-driven subspace identification algorithm for industrial 4-stage evaporator".International Journal of Circuits, Systems and Signal Processing 13(2019):558-562.