1. Robustification of iterative learning control and repetitive control by averaging.
- Author
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Phan, Minh Q., Longman, Richard W., Panomruttanarug, Benjamas, and Lee, Soo Cheol
- Subjects
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ROBUST control , *ITERATIVE methods (Mathematics) , *COST functions , *TIME-domain analysis , *SYSTEMS design , *STOCHASTIC convergence , *TRACKING control systems - Abstract
This paper describes a recently developed averaging technique to robustify iterative learning and repetitive controllers. The robustified controllers are found by minimising cost functions that are averaged over either multiple analytical time-domain models or experimental frequency-domain data. The aim is to produce a technique that is simple and general, and can be applied to any iterative learning control (ILC) or repetitive control (RC) design that involves the minimisation of a cost function. Substantial improvement in convergence to zero tracking error in the presence of model uncertainties has been observed for both ILC and RC by this averaging technique. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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