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
Link To Document :
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