DocumentCode
2783844
Title
Design of fractional order iterative learning control on frequency domain
Author
Li, Hongsheng ; Huang, JiaCai ; Liu, Di ; Zhang, Jianhua ; Teng, Fulin
Author_Institution
Sch. of Autom., Nanjing Inst. of Technol., Nanjing, China
fYear
2011
fDate
7-10 Aug. 2011
Firstpage
2056
Lastpage
2060
Abstract
Iterative learning control (ILC) is a powerful control concept that iteratively improves the behaviors of processes that are repetitive in nature. Furthermore, it is remarkable to see the increasing number of studies related to the theory and application of fractional order controller (FOC), especially PIλDμ controller, in many areas of science and engineering. Research activities are focused on developing new analysis and design methods for fractional order controllers as an extension of classical control theory. A new and systematic frequency-domain approach of the fractional order D-type iterative learning control(FO-ILC) has been presented based upon frequency domain of continuous model. A proper FO-ILC learning operator can be tuned practically and the obtained rate of convergence is quite good. Simulation results show that the proposed algorithm is practical and effective.
Keywords
learning systems; three-term control; FO-ILC learning operator; PID controller; classical control theory; fractional order D-type iterative learning control; systematic frequency domain approach; Algorithm design and analysis; Convergence; Frequency domain analysis; Service robots; Stability analysis; Trajectory; Convergence rate; D-type ILC; Fractional order control; Iterative learning control;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation (ICMA), 2011 International Conference on
Conference_Location
Beijing
ISSN
2152-7431
Print_ISBN
978-1-4244-8113-2
Type
conf
DOI
10.1109/ICMA.2011.5986297
Filename
5986297
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