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An ILC approach to feed-forward friction compensation
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering. Robotics and Discrete Automation, ABB AB, Sweden.ORCID iD: 0000-0002-2100-6378
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.
2020 (English)In: Proceedings of the 21st IFAC World Congress / [ed] Rolf Findeisen, Sandra Hirche, Klaus Janschek, Martin Mönnigmann, Elsevier, 2020, Vol. 53, p. 1409-1414Conference paper, Published paper (Refereed)
Abstract [en]

An iterative, learning based, feed-forward method for compensation offriction in industrial robots is studied. The method is put into an ILC framework by using a two step procedure proposed inliterature. The friction compensation method is based on ablack-box friction model which is learned from operational data,and this can be seen as the first step in the method. In the second step the learned model is usedfor compensation of the friction using the reference joint velocityas input. The approach is supported by simulation experiments.

Place, publisher, year, edition, pages
Elsevier, 2020. Vol. 53, p. 1409-1414
Series
IFAC-PapersOnLine, ISSN 2405-8963
Keywords [en]
friction, learning control, industrial robots, iterative methods
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-168961DOI: 10.1016/j.ifacol.2020.12.1902ISI: 000652592500228OAI: oai:DiVA.org:liu-168961DiVA, id: diva2:1464048
Conference
21st IFAC World Congress, Berlin, Germany, 12-17 July 2020
Projects
LINK-SIC
Note

Funding: VINNOVA Competence Center LINK-SIC

Available from: 2020-09-04 Created: 2020-09-04 Last updated: 2021-12-06

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Norrlöf, MikaelGunnarsson, Svante

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CiteExportLink to record
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Citation style
  • apa
  • ieee
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  • de-DE
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Output format
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