Time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control

© 2017 Elsevier Ltd Structural flexibility can impact negatively on machine motion control systems by causing unmeasured positioning errors and vibration at locations where accurate motion is important for task execution. To compensate for these effects, command signal prefiltering may be applied. I...

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Main Authors: Matthew O.T. Cole, Praween Shinonawanik, Theeraphong Wongratanaphisan
Format: Journal
Published: 2018
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Online Access:https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85037809810&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/58505
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-585052018-09-05T04:28:21Z Time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control Matthew O.T. Cole Praween Shinonawanik Theeraphong Wongratanaphisan Computer Science Engineering © 2017 Elsevier Ltd Structural flexibility can impact negatively on machine motion control systems by causing unmeasured positioning errors and vibration at locations where accurate motion is important for task execution. To compensate for these effects, command signal prefiltering may be applied. In this paper, a new FIR prefilter design method is described that combines finite-time vibration cancellation with dynamic compensation properties. The time-domain formulation exploits the relation between tracking error and the moment values of the prefilter impulse response function. Optimal design solutions for filters having minimum H2 norm are derived and evaluated. The control approach does not require additional actuation or sensing and can be effective even without complete and accurate models of the machine dynamics. Results from implementation and testing on an experimental high-speed manipulator having a Delta robot architecture with directionally compliant end-effector are presented. The results show the importance of prefilter moment values for tracking performance and confirm that the proposed method can achieve significant reductions in both peak and RMS tracking error, as well as settling time, for complex motion patterns. 2018-09-05T04:25:42Z 2018-09-05T04:25:42Z 2018-05-01 Journal 10961216 08883270 2-s2.0-85037809810 10.1016/j.ymssp.2017.10.029 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85037809810&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/58505
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Computer Science
Engineering
spellingShingle Computer Science
Engineering
Matthew O.T. Cole
Praween Shinonawanik
Theeraphong Wongratanaphisan
Time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control
description © 2017 Elsevier Ltd Structural flexibility can impact negatively on machine motion control systems by causing unmeasured positioning errors and vibration at locations where accurate motion is important for task execution. To compensate for these effects, command signal prefiltering may be applied. In this paper, a new FIR prefilter design method is described that combines finite-time vibration cancellation with dynamic compensation properties. The time-domain formulation exploits the relation between tracking error and the moment values of the prefilter impulse response function. Optimal design solutions for filters having minimum H2 norm are derived and evaluated. The control approach does not require additional actuation or sensing and can be effective even without complete and accurate models of the machine dynamics. Results from implementation and testing on an experimental high-speed manipulator having a Delta robot architecture with directionally compliant end-effector are presented. The results show the importance of prefilter moment values for tracking performance and confirm that the proposed method can achieve significant reductions in both peak and RMS tracking error, as well as settling time, for complex motion patterns.
format Journal
author Matthew O.T. Cole
Praween Shinonawanik
Theeraphong Wongratanaphisan
author_facet Matthew O.T. Cole
Praween Shinonawanik
Theeraphong Wongratanaphisan
author_sort Matthew O.T. Cole
title Time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control
title_short Time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control
title_full Time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control
title_fullStr Time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control
title_full_unstemmed Time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control
title_sort time-domain prefilter design for enhanced tracking and vibration suppression in machine motion control
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85037809810&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/58505
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