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Erschienen in: Autonomous Robots 1/2017

28.12.2015

An analysis of grasp quality measures for the application of sheet metal parts grasping

verfasst von: Avishai Sintov, Amir Shapiro

Erschienen in: Autonomous Robots | Ausgabe 1/2017

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Abstract

Acquiring a qualitative force-closure grasp requires the determination of feasible contact points on the object based on a defined criterion. The determination must be fast in order to implement feasible synthesis algorithms. Moreover, grasping of sheet metal parts has further requirements derived from its geometry and clamping tools. This paper presents a grasp quality analysis for the application of sheet metal parts. Moreover, a novel grasp quality measure approach is proposed based on standard deviation computation of the contact’s coordinates. The proposed measure is frame invariant, simple to implement, and has low computational complexity. A comparative analysis over other measures is presented. Further, a stress analysis was performed to show that the proposed criterion yields low stress on the sheet metal part compared to other criteria. Simulations show advantage to grasp synthesis with the proposed quality measure.

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Literatur
Zurück zum Zitat Appleton, E., Arzanpour, S., Fung, J., Mills, J., & Cleghorn, W. (2006). Flexible fixture design with applications to assembly of sheet metal automotive body parts. Assembly Automation, 26(2), 143–153.CrossRef Appleton, E., Arzanpour, S., Fung, J., Mills, J., & Cleghorn, W. (2006). Flexible fixture design with applications to assembly of sheet metal automotive body parts. Assembly Automation, 26(2), 143–153.CrossRef
Zurück zum Zitat Borst, C., Fischer, M., & Hirzinger, G. (1999). A fast and robust grasp planner for arbitrary 3D objects. In Proceedings of the IEEE international conference on robotics and automation, (Vol. 3, pp. 1890–1896) Borst, C., Fischer, M., & Hirzinger, G. (1999). A fast and robust grasp planner for arbitrary 3D objects. In Proceedings of the IEEE international conference on robotics and automation, (Vol. 3, pp. 1890–1896)
Zurück zum Zitat Cai, W., Hu, S., & Yuan, J. (1996). Deformable sheet metal fixturing: Principles, algorithms, and simulations. Journal of Manufacturing Science and Engineering, 118(3), 318–324.CrossRef Cai, W., Hu, S., & Yuan, J. (1996). Deformable sheet metal fixturing: Principles, algorithms, and simulations. Journal of Manufacturing Science and Engineering, 118(3), 318–324.CrossRef
Zurück zum Zitat Camelio, J. A., Hu, S. J., & Ceglarek, D. (2004). Impact of fixture design on sheet metal assembly variation. Journal of Manufacturing Systems, 23(3), 182–193.CrossRef Camelio, J. A., Hu, S. J., & Ceglarek, D. (2004). Impact of fixture design on sheet metal assembly variation. Journal of Manufacturing Systems, 23(3), 182–193.CrossRef
Zurück zum Zitat Chinellato, E., Fisher, R., Morales, A., & del Pobil, A. (2003). Ranking planar grasp configurations for a three-finger hand. In Proceedings of the IEEE international conference on robotics and automation, (Vol. 1, pp. 1133–1138) Chinellato, E., Fisher, R., Morales, A., & del Pobil, A. (2003). Ranking planar grasp configurations for a three-finger hand. In Proceedings of the IEEE international conference on robotics and automation, (Vol. 1, pp. 1133–1138)
Zurück zum Zitat Ferrari, C., & Canny, J. (1992). Planning optimal grasps. In Proceedings of the IEEE international conference on robotics and automation, (pp. 2290–2295) Ferrari, C., & Canny, J. (1992). Planning optimal grasps. In Proceedings of the IEEE international conference on robotics and automation, (pp. 2290–2295)
Zurück zum Zitat Gopalakrishnan, K., Goldberg, K., Bone, G., Zaluzec, M., Koganti, R., Pearson, R., et al. (2004). Unilateral fixtures for sheet-metal parts with holes. IEEE Transactions on Automation Science and Engineering, 1(2), 110–120.CrossRef Gopalakrishnan, K., Goldberg, K., Bone, G., Zaluzec, M., Koganti, R., Pearson, R., et al. (2004). Unilateral fixtures for sheet-metal parts with holes. IEEE Transactions on Automation Science and Engineering, 1(2), 110–120.CrossRef
Zurück zum Zitat Jolliffe, I. (2002). Principal component analysis. New York: Springer.MATH Jolliffe, I. (2002). Principal component analysis. New York: Springer.MATH
Zurück zum Zitat Kim, B. H., Yi, B. J., Oh, S. R., & Suh, I. H. (2004). Non-dimensionalized performance indices based optimal grasping for multi-fingered hands. Mechatronics, 14(3), 255–280.CrossRef Kim, B. H., Yi, B. J., Oh, S. R., & Suh, I. H. (2004). Non-dimensionalized performance indices based optimal grasping for multi-fingered hands. Mechatronics, 14(3), 255–280.CrossRef
Zurück zum Zitat Kirkpatrick, D., Mishra, B., & Yap, C. K. (1992). Quantitative Steinitz’s theorems with applications to multifingered grasping. Discrete & Computational Geometry, 7(1), 295–318.CrossRefMATHMathSciNet Kirkpatrick, D., Mishra, B., & Yap, C. K. (1992). Quantitative Steinitz’s theorems with applications to multifingered grasping. Discrete & Computational Geometry, 7(1), 295–318.CrossRefMATHMathSciNet
Zurück zum Zitat Li, Z., & Sastry, S. (1987). Task oriented optimal grasping by multifingered robot hands. In Proceedings of the IEEE international conference on robotics and automation, (Vol. 4, pp. 389–394) Li, Z., & Sastry, S. (1987). Task oriented optimal grasping by multifingered robot hands. In Proceedings of the IEEE international conference on robotics and automation, (Vol. 4, pp. 389–394)
Zurück zum Zitat Lin, Q., Burdick, J. W., & Rimon, E. (2000). A stiffness-based quality measure for compliant grasps and fixtures. IEEE Transactions on Robotics and Automation, 16(6), 675–688.CrossRef Lin, Q., Burdick, J. W., & Rimon, E. (2000). A stiffness-based quality measure for compliant grasps and fixtures. IEEE Transactions on Robotics and Automation, 16(6), 675–688.CrossRef
Zurück zum Zitat Liu, Y. H. (2000). Computing n-finger form-closure grasps on polygonal objects. The International Journal of Robotics Research, 19(2), 149–158.CrossRef Liu, Y. H. (2000). Computing n-finger form-closure grasps on polygonal objects. The International Journal of Robotics Research, 19(2), 149–158.CrossRef
Zurück zum Zitat Miller, A., & Allen, P. (1999). Examples of 3D grasp quality computations. In Proceedings o the IEEE international conference on robotics and automation, (Vol. 2, pp. 1240–1246) Miller, A., & Allen, P. (1999). Examples of 3D grasp quality computations. In Proceedings o the IEEE international conference on robotics and automation, (Vol. 2, pp. 1240–1246)
Zurück zum Zitat Mirtich, B., & Canny, J. (1994). Easily computable optimum grasps in 2-D and 3-D. In Proceedings of the IEEE international conference on robotics and automation, (pp. 739–747) Mirtich, B., & Canny, J. (1994). Easily computable optimum grasps in 2-D and 3-D. In Proceedings of the IEEE international conference on robotics and automation, (pp. 739–747)
Zurück zum Zitat Mishra, B., Schwartz, J. T., & Sharir, M. (1987). On the existence and synthesis of multifinger positive grips. Algorithmica, 2, 541–558.CrossRefMATHMathSciNet Mishra, B., Schwartz, J. T., & Sharir, M. (1987). On the existence and synthesis of multifinger positive grips. Algorithmica, 2, 541–558.CrossRefMATHMathSciNet
Zurück zum Zitat Murray, R. M., Li, Z., & Sastry, S. S. (1994). A mathematical introduction to robotic manipulation (1st ed.). Boca Raton: CRC Press.MATH Murray, R. M., Li, Z., & Sastry, S. S. (1994). A mathematical introduction to robotic manipulation (1st ed.). Boca Raton: CRC Press.MATH
Zurück zum Zitat Niparnan, N., & Sudsang, A. (2006). A heuristic approach for computing frictionless force-closure grasps of 2D objects from contact point set. In Proceedings of the IEEE conference on robotics, automation and mechatronics, (pp. 1–6) Niparnan, N., & Sudsang, A. (2006). A heuristic approach for computing frictionless force-closure grasps of 2D objects from contact point set. In Proceedings of the IEEE conference on robotics, automation and mechatronics, (pp. 1–6)
Zurück zum Zitat Or, Y., & Rimon, E. (2006). Computation and graphical characterization of robust multiple-contact postures in two-dimensional gravitational environments. The International Journal of Robotics Research, 25(11), 1071–1086.CrossRef Or, Y., & Rimon, E. (2006). Computation and graphical characterization of robust multiple-contact postures in two-dimensional gravitational environments. The International Journal of Robotics Research, 25(11), 1071–1086.CrossRef
Zurück zum Zitat Or, Y., & Rimon, E. (2010). Analytic characterization of a class of three-contact frictional equilibrium postures in three-dimensional gravitational environments. The International Journal of Robotics Research, 29(1), 3–22.CrossRef Or, Y., & Rimon, E. (2010). Analytic characterization of a class of three-contact frictional equilibrium postures in three-dimensional gravitational environments. The International Journal of Robotics Research, 29(1), 3–22.CrossRef
Zurück zum Zitat Park, E. J., & Mills, J. K. (2002). Three-dimensional localization of thin-walled sheet metal parts for robotic assembly. Journal of Field Robotics, 19(5), 207–217.MATH Park, E. J., & Mills, J. K. (2002). Three-dimensional localization of thin-walled sheet metal parts for robotic assembly. Journal of Field Robotics, 19(5), 207–217.MATH
Zurück zum Zitat Pearson, K. (1895). Note on regression and inheritance in the case of two parents. Proceedings of the Royal Society of London, 58, 240–242.CrossRef Pearson, K. (1895). Note on regression and inheritance in the case of two parents. Proceedings of the Royal Society of London, 58, 240–242.CrossRef
Zurück zum Zitat Pokorny, F., & Kragic, D. (2013). Classical grasp quality evaluation: New algorithms and theory. In Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, (pp. 3493–3500) Pokorny, F., & Kragic, D. (2013). Classical grasp quality evaluation: New algorithms and theory. In Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, (pp. 3493–3500)
Zurück zum Zitat Ponce, J., & Faverjon, B. (1995). On computing three-finger force-closure grasps of polygonal objects. IEEE Transactions on Robotics and Automation, 11(6), 868–881.CrossRef Ponce, J., & Faverjon, B. (1995). On computing three-finger force-closure grasps of polygonal objects. IEEE Transactions on Robotics and Automation, 11(6), 868–881.CrossRef
Zurück zum Zitat Preparata, F. P., & Shamos, M. I. (1985). Computational geometry. New York: Springer.CrossRefMATH Preparata, F. P., & Shamos, M. I. (1985). Computational geometry. New York: Springer.CrossRefMATH
Zurück zum Zitat Roa, M., & Suarez, R. (2007). Geometrical approach for grasp synthesis on discretized 3d objects. In Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, (pp. 3283–3288). IEEE Roa, M., & Suarez, R. (2007). Geometrical approach for grasp synthesis on discretized 3d objects. In Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, (pp. 3283–3288). IEEE
Zurück zum Zitat Roa, M., & Suarez, R. (2009). Regrasp planning in the grasp space using independent regions. In Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, (pp. 1823–1829) Roa, M., & Suarez, R. (2009). Regrasp planning in the grasp space using independent regions. In Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, (pp. 1823–1829)
Zurück zum Zitat Roa, M., & Suarez, R. (2014). Grasp quality measures: Review and performance. Autonomous Robots, 38(1), 65–88.CrossRef Roa, M., & Suarez, R. (2014). Grasp quality measures: Review and performance. Autonomous Robots, 38(1), 65–88.CrossRef
Zurück zum Zitat Sahbani, A., El-Khoury, S., & Bidaud, P. (2012). An overview of 3D object grasp synthesis algorithms. Robotics and Autonomous Systems, 60(3), 326–336.CrossRef Sahbani, A., El-Khoury, S., & Bidaud, P. (2012). An overview of 3D object grasp synthesis algorithms. Robotics and Autonomous Systems, 60(3), 326–336.CrossRef
Zurück zum Zitat Seo, J., Kim, S., & Kumar, V. (2012). Planar, bimanual, whole-arm grasping. In Proceedings of the IEEE international conference on robotics and automation (ICRA), (pp. 3271–3277) Seo, J., Kim, S., & Kumar, V. (2012). Planar, bimanual, whole-arm grasping. In Proceedings of the IEEE international conference on robotics and automation (ICRA), (pp. 3271–3277)
Zurück zum Zitat Sintov, A., Menassa, R. J., & Shapiro, A. (2014). OCOG: A common grasp computation algorithm for a set of planar objects. Robotics and Computer-Integrated Manufacturing, 30(2), 124–141.CrossRef Sintov, A., Menassa, R. J., & Shapiro, A. (2014). OCOG: A common grasp computation algorithm for a set of planar objects. Robotics and Computer-Integrated Manufacturing, 30(2), 124–141.CrossRef
Zurück zum Zitat Supuk, T., Kodek, T., & Bajd, T. (2005). Estimation of hand preshaping during human grasping. Medical Engineering & Physics, 27(9), 790–797.CrossRef Supuk, T., Kodek, T., & Bajd, T. (2005). Estimation of hand preshaping during human grasping. Medical Engineering & Physics, 27(9), 790–797.CrossRef
Zurück zum Zitat Ying, L., Fu, J., & Pollard, N. (2007). Data-driven grasp synthesis using shape matching and task-based pruning. IEEE Transactions on Visualization and Computer Graphics, 13(4), 732–747.CrossRef Ying, L., Fu, J., & Pollard, N. (2007). Data-driven grasp synthesis using shape matching and task-based pruning. IEEE Transactions on Visualization and Computer Graphics, 13(4), 732–747.CrossRef
Metadaten
Titel
An analysis of grasp quality measures for the application of sheet metal parts grasping
verfasst von
Avishai Sintov
Amir Shapiro
Publikationsdatum
28.12.2015
Verlag
Springer US
Erschienen in
Autonomous Robots / Ausgabe 1/2017
Print ISSN: 0929-5593
Elektronische ISSN: 1573-7527
DOI
https://doi.org/10.1007/s10514-015-9535-z

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