Partitioned model-based IMC design using JITL modeling technique

doi:10.1016/j.jprocont.2007.04.004

科研成果详情

发表状态	已发表Published
题名	Partitioned model-based IMC design using JITL modeling technique
作者	Kalmukale, Ankush Ganeshreddy 1; Chiu, Minsen 1; Wang, Qingguo2
发表日期	2007
发表期刊	Journal of Process Control
ISSN/eISSN	0959-1524
卷号	17 期号:10 页码:757-769
摘要	A partitioned model-based internal model control (PM-IMC) design strategy is proposed for a class of nonlinear systems that can be described by just-in-time learning (JITL) modeling technique. The PM-IMC scheme consists of a conventional IMC controller augmented by an auxiliary loop to account for nonlinearities in the system. Two alternative implementations of the JITL are discussed and compared via simulation studies of an industrial polymerization reactor and an isothermal reactor exhibiting inverse response. It is shown that PM-IMC using the database-updating JITL is more desirable owing to the relative ease in collecting the process data required to construct its initial database, while achieving comparable control performance as that obtained by PM-IMC using the JITL with fixed-database, which requires process data collected over the entire operating region to construct its database. In addition, a comparison is made between PM-IMC and its linear counterpart. © 2007 Elsevier Ltd. All rights reserved.
关键词	Internal model control JITL technique Nonlinear processes Partitioned model
DOI	10.1016/j.jprocont.2007.04.004
URL	查看来源
收录类别	SCIE
语种	英语English
WOS研究方向	Automation & Control Systems ; Engineering
WOS类目	Automation & Control Systems ; Engineering, Chemical
WOS记录号	WOS:000251591900001
引用统计	被引频次：20[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/3824
专题	个人在本单位外知识产出
作者单位	1.Department of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore, 117576, Singapore 2.Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore, 117576, Singapore
推荐引用方式 GB/T 7714	Kalmukale, Ankush Ganeshreddy,Chiu, Minsen,Wang, Qingguo. Partitioned model-based IMC design using JITL modeling technique[J]. Journal of Process Control, 2007, 17(10): 757-769.
APA	Kalmukale, Ankush Ganeshreddy, Chiu, Minsen, & Wang, Qingguo. (2007). Partitioned model-based IMC design using JITL modeling technique. Journal of Process Control, 17(10), 757-769.
MLA	Kalmukale, Ankush Ganeshreddy,et al."Partitioned model-based IMC design using JITL modeling technique". Journal of Process Control 17.10(2007): 757-769.