Status | 已发表Published |
Title | Improved identification of continuous-time delay processes from piecewise step tests |
Creator | |
Date Issued | 2007 |
Source Publication | Journal of Process Control
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ISSN | 0959-1524 |
Volume | 17Issue: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. |
Keyword | Integral methods PRBS Process identification Relay test Time delay systems |
DOI | 10.1016/j.jprocont.2006.08.002 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Automation & Control Systems ; Engineering |
WOS Subject | Automation & Control Systems ; Engineering, Chemical |
WOS ID | WOS:000243822300004 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/3846 |
Collection | Research outside affiliated institution |
Corresponding Author | Wang, 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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