Abstract
Data-driven feedforward control for tracking of varying and non-resetting point-to-point references requires continuous updating of feedforward parameters instead of task-by-task updating. The aim of this paper is to develop an adaptive feedforward controller for non-resetting point-to-point motion tasks by a data-driven feedforward controller. An approximate optimal instrumental variable (IV) estimator with real-time bootstrapping is employed in a closed-loop setting to update the feedforward parameters. A case study on a wafer-stage and experimental validation on a benchmark motion system show the performance benefit.
Original language | English |
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Pages (from-to) | 11000-11018 |
Journal | International Journal of Robust and Nonlinear Control |
Volume | 33 |
Issue number | 18 |
DOIs | |
Publication status | Published - 2023 |
Keywords
- adaptive feedforward
- instrumental variables
- parameter estimation
- reference tracking