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Status已发表Published
TitleImproved identification of continuous-time delay processes from piecewise step tests
Creator
Date Issued2007
Source PublicationJournal of Process Control
ISSN0959-1524
Volume17Issue:1Pages:51-57
Abstract

In this paper, an improved identification algorithm is presented for continuous-time delay systems under unknown initial conditions and disturbances for a wide range of input signals expressible as a sequence of step signals. It is based on a novel regression equation which is derived by taking into account the nature of the underlying test signal. The equation has more linearly independent functions and thus enables to identify a full process model with time delay as well as combined effects of unknown initial condition and disturbance without any iteration. Unlike the method in Wang et al. [Q.-G. Wang, M. Liu, C.H. Chang, W. Tang, Robust process identification from relay tests in the presence of non-zero initial conditions and disturbance. Industrial and Engineering Chemistry Research 45(12) (2006) 4063-4070], this new algorithm requires no process data before the test starts. Its effectiveness is demonstrated through examples. © 2006 Elsevier Ltd. All rights reserved.

KeywordIntegral methods PRBS Process identification Relay test Time delay systems
DOI10.1016/j.jprocont.2006.08.002
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaAutomation & Control Systems ; Engineering
WOS SubjectAutomation & Control Systems ; Engineering, Chemical
WOS IDWOS:000243822300004
Citation statistics
Cited Times:39[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/3846
CollectionResearch outside affiliated institution
Corresponding AuthorWang, Qingguo
Affiliation
1.Department of Electrical and Computer Engineering, National University of Singapore, 10 Kent Ridge Crescent, Singapore, 119260, Singapore
2.Department of Chemical and Materials Engineering, University of Alberta, Canada
Recommended Citation
GB/T 7714
Liu, Min,Wang, Qingguo,Huang, Biaoet al. Improved identification of continuous-time delay processes from piecewise step tests[J]. Journal of Process Control, 2007, 17(1): 51-57.
APA Liu, Min, Wang, Qingguo, Huang, Biao, & Hang, Chang Chieh. (2007). Improved identification of continuous-time delay processes from piecewise step tests. Journal of Process Control, 17(1), 51-57.
MLA Liu, Min,et al."Improved identification of continuous-time delay processes from piecewise step tests". Journal of Process Control 17.1(2007): 51-57.
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