Intelligent synchronous control via self-tuning PID controller for gantry position stage

P. H. Chou, F. J. Lin, W. C. Chen, Y. M. Chen

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

An intelligent synchronous control via self-tuning proportional-integral-derivative (PID) controller is proposed in this study for the precision contours tracking of a gantry position stage. First, a Lagrangian equation based 3-DOF dynamic model for the gantry position stage is derived. Then, to achieve accurate trajectory tracking performance with robustness, an intelligent control approach using self-tuning PID is proposed for the gantry position stage. In the proposed approach, the on-line learning algorithms of the self-tuning PID are derived using back-propagation (BP) method to guarantee the convergence of the network. Finally, some experimental results of the gantry position stage for optical inspection application are obtained to show the validity of the proposed control approach.

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主出版物標題2015 IFToMM World Congress Proceedings, IFToMM 2015
發行者National Taiwan University
ISBN(電子)9789860460988
DOIs
出版狀態已出版 - 2015
事件14th International Federation for the Promotion of Mechanism and Machine Science World Congress, IFToMM 2015 - Taipei, Taiwan
持續時間: 25 10月 201530 10月 2015

出版系列

名字2015 IFToMM World Congress Proceedings, IFToMM 2015

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???event.eventtypes.event.conference???14th International Federation for the Promotion of Mechanism and Machine Science World Congress, IFToMM 2015
國家/地區Taiwan
城市Taipei
期間25/10/1530/10/15

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