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Intelligent Motion Control of Sewing Needle Based on Adaptive Algorithm

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Abstract:

Sewing needle is driven by PMSM (permanent magnet synchronous motor) in our system and it must be stopped at set position accurately and quickly. If the disturbance from environment or the system itself changes the load torque, the speed response and stop position of servo motor will be affected. To avoid the problem, a load observer is presented to predict the load variation and the velocity PI parameters are adjusted in real time to compensate the load change. The simulation results show that this method can accurately predict the load change trend and improve the speed response performance. In the sewing test, the output speed can follow the input control speed well and make the needle stop at required position range.

Document Type: Research Article

DOI: https://doi.org/10.1166/asl.2012.4081

Publication date: 2012-07-01

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  • ADVANCED SCIENCE LETTERS is an international peer-reviewed journal with a very wide-ranging coverage, consolidates research activities in all areas of (1) Physical Sciences, (2) Biological Sciences, (3) Mathematical Sciences, (4) Engineering, (5) Computer and Information Sciences, and (6) Geosciences to publish original short communications, full research papers and timely brief (mini) reviews with authors photo and biography encompassing the basic and applied research and current developments in educational aspects of these scientific areas.
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