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On contact models for assembly tasks: Experimental investigation beyond the peg-in-hole problem on the example of force-torque maps

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Autorschaft

  • Franz Dietrich
  • Dirk Buchholz
  • Frank Wobbe
  • Frank Sowinski
  • Annika Raatz

Externe Organisationen

  • Technische Universität Braunschweig
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OriginalspracheEnglisch
Titel des SammelwerksIEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings
Seiten2313-2318
Seitenumfang6
PublikationsstatusVeröffentlicht - 1 Dez. 2010
Extern publiziertJa
Veranstaltung23rd IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Taipei, Taiwan
Dauer: 18 Okt. 201022 Okt. 2010

Publikationsreihe

NameIEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings

Abstract

Force guided assembly is attractive but the im-plementation is challenging when uncertainties are present. In these cases, contact models that guide the assembly process are attractive. This article elaborates the usage of static contact models, which map displacements to force-torque vectors of particular contact situations (force-torque map). This model, a map of discrete points, contains force and torque values that correspond to position errors. The inversion of this map, using forces and torques measured from an assembly attempt, yields correction movements in order to accomplish the assembly iteratively. A hypothesis stating the dependency of the model's quality on its injectivity is investigated. This aspect is studied thoroughly in so-called redundancy maps, which reveal regions of considerable ambiguity of the model. Experimental results are presented, which validate the hypothesis about the dependency of the convergence of the assembly process on the ambiguity of the initial position. In addition to the peg-in-hole problem, which has become a standard scenario to validate force guided assembly, the scope of this article also covers force guided assembly of more complex parts. Here, the analysis gives evidence to believe that it is unlikely that the implementation convergences acceptably, which is validated by experimental results.

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On contact models for assembly tasks: Experimental investigation beyond the peg-in-hole problem on the example of force-torque maps. / Dietrich, Franz; Buchholz, Dirk; Wobbe, Frank et al.
IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings. 2010. S. 2313-2318 5652704 (IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Dietrich, F, Buchholz, D, Wobbe, F, Sowinski, F, Raatz, A, Schumacher, W & Wahl, FM 2010, On contact models for assembly tasks: Experimental investigation beyond the peg-in-hole problem on the example of force-torque maps. in IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings., 5652704, IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings, S. 2313-2318, 23rd IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010, Taipei, Taiwan, 18 Okt. 2010. https://doi.org/10.1109/IROS.2010.5652704
Dietrich, F., Buchholz, D., Wobbe, F., Sowinski, F., Raatz, A., Schumacher, W., & Wahl, F. M. (2010). On contact models for assembly tasks: Experimental investigation beyond the peg-in-hole problem on the example of force-torque maps. In IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings (S. 2313-2318). Artikel 5652704 (IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings). https://doi.org/10.1109/IROS.2010.5652704
Dietrich F, Buchholz D, Wobbe F, Sowinski F, Raatz A, Schumacher W et al. On contact models for assembly tasks: Experimental investigation beyond the peg-in-hole problem on the example of force-torque maps. in IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings. 2010. S. 2313-2318. 5652704. (IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings). doi: 10.1109/IROS.2010.5652704
Dietrich, Franz ; Buchholz, Dirk ; Wobbe, Frank et al. / On contact models for assembly tasks : Experimental investigation beyond the peg-in-hole problem on the example of force-torque maps. IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings. 2010. S. 2313-2318 (IEEE/RSJ 2010 International Conference on Intelligent Robots and Systems, IROS 2010 - Conference Proceedings).
Download
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abstract = "Force guided assembly is attractive but the im-plementation is challenging when uncertainties are present. In these cases, contact models that guide the assembly process are attractive. This article elaborates the usage of static contact models, which map displacements to force-torque vectors of particular contact situations (force-torque map). This model, a map of discrete points, contains force and torque values that correspond to position errors. The inversion of this map, using forces and torques measured from an assembly attempt, yields correction movements in order to accomplish the assembly iteratively. A hypothesis stating the dependency of the model's quality on its injectivity is investigated. This aspect is studied thoroughly in so-called redundancy maps, which reveal regions of considerable ambiguity of the model. Experimental results are presented, which validate the hypothesis about the dependency of the convergence of the assembly process on the ambiguity of the initial position. In addition to the peg-in-hole problem, which has become a standard scenario to validate force guided assembly, the scope of this article also covers force guided assembly of more complex parts. Here, the analysis gives evidence to believe that it is unlikely that the implementation convergences acceptably, which is validated by experimental results.",
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AU - Buchholz, Dirk

AU - Wobbe, Frank

AU - Sowinski, Frank

AU - Raatz, Annika

AU - Schumacher, Walter

AU - Wahl, Friedrich M.

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AB - Force guided assembly is attractive but the im-plementation is challenging when uncertainties are present. In these cases, contact models that guide the assembly process are attractive. This article elaborates the usage of static contact models, which map displacements to force-torque vectors of particular contact situations (force-torque map). This model, a map of discrete points, contains force and torque values that correspond to position errors. The inversion of this map, using forces and torques measured from an assembly attempt, yields correction movements in order to accomplish the assembly iteratively. A hypothesis stating the dependency of the model's quality on its injectivity is investigated. This aspect is studied thoroughly in so-called redundancy maps, which reveal regions of considerable ambiguity of the model. Experimental results are presented, which validate the hypothesis about the dependency of the convergence of the assembly process on the ambiguity of the initial position. In addition to the peg-in-hole problem, which has become a standard scenario to validate force guided assembly, the scope of this article also covers force guided assembly of more complex parts. Here, the analysis gives evidence to believe that it is unlikely that the implementation convergences acceptably, which is validated by experimental results.

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