DSP-based synchronous control of dual linear motors via sugeno type fuzzy neural network compensator

Faa Jeng Lin, Po Huan Chou, Chin Sheng Chen

研究成果: 書貢獻/報告類型會議論文篇章同行評審

3 引文 斯高帕斯(Scopus)

摘要

A digital signal processor (DSP)-based complementary sliding mode control (CSMC) with Sugeno type fuzzy neural network (SFNN) compensator is proposed in this study for the synchronous control of a dual linear motors servo system installed in a gantry position stage. The dual linear motors servo system comprises two parallel permanent magnet linear synchronous motors (PMLSMs). The dynamics of the single-axis motion system with a lumped uncertainty which contains parameter variations, external disturbances and nonlinear friction force is briefly introduced first. Then, a CSMC is designed to guarantee the precision position tracking requirement in single-axis control for the dual linear motors. Moreover, to enhance the robustness to uncertainties and to eliminate the synchronous error of dual linear motors, the CSMC with a SFNN compensator is proposed where the SFNN compensator is designed mainly to compensate the synchronous error. Finally, some experimental results are illustrated to show the validity of the proposed control approach.

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主出版物標題2011 International Conference on Electrical Machines and Systems, ICEMS 2011
DOIs
出版狀態已出版 - 2011
事件2011 International Conference on Electrical Machines and Systems, ICEMS 2011 - Beijing, China
持續時間: 20 8月 201123 8月 2011

出版系列

名字2011 International Conference on Electrical Machines and Systems, ICEMS 2011

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???event.eventtypes.event.conference???2011 International Conference on Electrical Machines and Systems, ICEMS 2011
國家/地區China
城市Beijing
期間20/08/1123/08/11

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