Title :
A frequency-domain approach to PD-type iterative learning control
Author :
Li, Hongsheng ; Wen, Xiulan ; Zhang, Jianhua ; Chen, YangQuan
Author_Institution :
Sch. of Autom., Nanjing Inst. of Technol., Nanjing, China
Abstract :
Iterative Learning control (ILC) is a powerful control concept that iteratively improves the behaviors of processes that are repetitive in nature. A new and systematic design of the PD iterative learning control has been presented based upon frequency domain of plant. For design specifications, including the convergence margin and cut-off frequency which is determined by useful input signal, a proper PD learning operator can be tuned practically and the obtained rate of convergence is quit good. It is also noted that, for a given plant, frequency band can not been increased much more with PD learning operator for guaranteeing convergence. Simulation results show that the proposed algorithms are practical and effective.
Keywords :
PD control; adaptive control; frequency-domain synthesis; iterative methods; learning systems; PD-type iterative learning control; frequency-domain approach; Automation; Control systems; Convergence; Design methodology; Frequency domain analysis; Iterative algorithms; Iterative methods; Open loop systems; PD control; Transfer functions; Convergence Rate; Frequency Domain; Iterative Learning Control; PD Controller;
Conference_Titel :
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-5701-4
DOI :
10.1109/ICINFA.2010.5512246