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Status已发表Published
TitleIdentification and PID control for a class of delay fractional-order systems
Creator
Date Issued2016
Source PublicationIEEE/CAA Journal of Automatica Sinica
ISSN2329-9266
Volume3Issue:4Pages:463-476
Abstract

In this paper, a new model identification method is developed for a class of delay fractional-order system based on the process step response. Four characteristic functions are defined to characterize the features of the normalized fractional-order model. Based on the time scaling technology, two identification schemes are proposed for parameters U+02BC estimation. The scheme one utilizes three exact points on the step response of the process to calculate model parameters directly. The other scheme employs optimal searching method to adjust the fractional order for the best model identification. The proposed two identification schemes are both applicable to any stable complex process, such as higher-order, under-damped U+002F over-damped, and minimum-phase U+002F nonminimum-phase processes. Furthermore, an optimal PID tuning method is proposed for the delay fractional-order systems. The requirements on the stability margins and the negative feedback are cast as real part constraints U+0028 RPC U+0029 and imaginary part constraints U+0028 IPC U+0029. The constraints are implemented by trigonometric inequalities on the phase variable, and the optimal PID controller is obtained by the minimization of the integral of time absolute error U+0028 ITAE U+0029 index. Identification and control of a Titanium billet heating process is given for the illustration. © 2014 Chinese Association of Automation.

KeywordFractional-order system identification PID control time delay Titanium billet heating furnace
DOI10.1109/JAS.2016.7510103
URLView source
Indexed ByESCI
Language英语English
WOS Research AreaAutomation & Control Systems
WOS SubjectAutomation & Control Systems
WOS IDWOS:000413514100014
Citation statistics
Cited Times:20[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/3741
CollectionResearch outside affiliated institution
Affiliation
1.School of Information Science and Engineering, Huaqiao University, Xiamen, 361021, China
2.Institute for Intelligent Systems, University of Johannesburg, Johannesburg, 2146, South Africa
3.School of Applied Mathematics, Xiamen University of Technology, Xiamen, 361021, China
4.School of Information Engineering, Xiangtan University, Xiangtan, 411105, China
Recommended Citation
GB/T 7714
Nie, Zhuoyun,Wang, Qingguo,Liu, Ruijuanet al. Identification and PID control for a class of delay fractional-order systems[J]. IEEE/CAA Journal of Automatica Sinica, 2016, 3(4): 463-476.
APA Nie, Zhuoyun, Wang, Qingguo, Liu, Ruijuan, & Lan, Yonghong. (2016). Identification and PID control for a class of delay fractional-order systems. IEEE/CAA Journal of Automatica Sinica, 3(4), 463-476.
MLA Nie, Zhuoyun,et al."Identification and PID control for a class of delay fractional-order systems". IEEE/CAA Journal of Automatica Sinica 3.4(2016): 463-476.
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