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2016 | OriginalPaper | Buchkapitel

Practically Identifiable Model of Robotic Manipulator for Calibration in Real Industrial Environment

verfasst von : Alexandr Klimchik, Stephane Caro, Benoit Furet, Anatol Pashkevich

Erschienen in: Intelligent Autonomous Systems 13

Verlag: Springer International Publishing

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Abstract

The paper addresses a problem of robotic manipulator calibration in real industrial environment. Particular attention is paid to the practical identifiability of the model parameters, which completely differs from the theoretical one that relies on the rank of the observation matrix only, without taking into account essential differences in the model parameter magnitudes and the measurement noise impact. To solve the problem, several model reduction methods are proposed. The advantages of the developed approach are illustrated by an application example that deals with the geometric calibration of an industrial robot used in aerospace industry.

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Literatur
1.
Zurück zum Zitat Hollerbach, J., W. Khalil and M. Gautier (2008). Model Identification. Springer Handbook of Robotics. B. Siciliano and O. Khatib, Springer, Berlin Heidelberg: 321–344. Hollerbach, J., W. Khalil and M. Gautier (2008). Model Identification. Springer Handbook of Robotics. B. Siciliano and O. Khatib, Springer, Berlin Heidelberg: 321–344.
2.
Zurück zum Zitat Elatta, A., L. P. Gen, F. L. Zhi, Y. Daoyuan and L. Fei (2004). “An overview of robot calibration.” Information Technology Journal 3(1): 74–78. Elatta, A., L. P. Gen, F. L. Zhi, Y. Daoyuan and L. Fei (2004). “An overview of robot calibration.” Information Technology Journal 3(1): 74–78.
3.
Zurück zum Zitat Stone, H. W. (1987). Kinematic modeling, identification, and control of robotic manipulators, Springer. Stone, H. W. (1987). Kinematic modeling, identification, and control of robotic manipulators, Springer.
4.
Zurück zum Zitat Nubiola, A. and I. A. Bonev (2013). “Absolute calibration of an ABB IRB 1600 robot using a laser tracker.” Robotics and Computer-Integrated Manufacturing 29(1): 236–245. Nubiola, A. and I. A. Bonev (2013). “Absolute calibration of an ABB IRB 1600 robot using a laser tracker.” Robotics and Computer-Integrated Manufacturing 29(1): 236–245.
5.
Zurück zum Zitat Liu, Y., Z. Jiang, H. Liu and W. Xu (2012). “Geometric Parameter Identification of a 6-DOF Space Robot Using a Laser-Ranger.” Journal of Robotics 2012. Liu, Y., Z. Jiang, H. Liu and W. Xu (2012). “Geometric Parameter Identification of a 6-DOF Space Robot Using a Laser-Ranger.” Journal of Robotics 2012.
6.
Zurück zum Zitat Goswami, A., A. Quaid and M. Peshkin (1993). Complete parameter identification of a robot from partial pose information. Robotics and Automation, 1993. Proceedings., 1993 IEEE International Conference on, IEEE. Goswami, A., A. Quaid and M. Peshkin (1993). Complete parameter identification of a robot from partial pose information. Robotics and Automation, 1993. Proceedings., 1993 IEEE International Conference on, IEEE.
7.
Zurück zum Zitat Klimchik, A., Y. Wu, S. Caro, B. Furet and A. Pashkevich (2013). Advanced robot calibration using partial pose measurements. Methods and Models in Automation and Robotics (MMAR), 2013 18th International Conference on, IEEE. Klimchik, A., Y. Wu, S. Caro, B. Furet and A. Pashkevich (2013). Advanced robot calibration using partial pose measurements. Methods and Models in Automation and Robotics (MMAR), 2013 18th International Conference on, IEEE.
8.
Zurück zum Zitat Takeda, Y., G. Shen and H. Funabashi (2004). “A DBB-based kinematic calibration method for in-parallel actuated mechanisms using a Fourier series.” Journal of Mechanical Design 126: 856. Takeda, Y., G. Shen and H. Funabashi (2004). “A DBB-based kinematic calibration method for in-parallel actuated mechanisms using a Fourier series.” Journal of Mechanical Design 126: 856.
9.
Zurück zum Zitat Santolaria, J., J. Conte and M. Ginés (2013). “Laser tracker-based kinematic parameter calibration of industrial robots by improved CPA method and active retroreflector.” The International Journal of Advanced Manufacturing Technology: 1–20. Santolaria, J., J. Conte and M. Ginés (2013). “Laser tracker-based kinematic parameter calibration of industrial robots by improved CPA method and active retroreflector.” The International Journal of Advanced Manufacturing Technology: 1–20.
10.
Zurück zum Zitat Klimchik, A., A. Pashkevich, D. Chablat and G. Hovland (2013). “Compliance error compensation technique for parallel robots composed of non-perfect serial chains.” Robotics and Computer-Integrated Manufacturing 29(2): 385–393. Klimchik, A., A. Pashkevich, D. Chablat and G. Hovland (2013). “Compliance error compensation technique for parallel robots composed of non-perfect serial chains.” Robotics and Computer-Integrated Manufacturing 29(2): 385–393.
11.
Zurück zum Zitat Chen, Y., J. Gao, H. Deng, D. Zheng, X. Chen and R. Kelly (2013). “Spatial statistical analysis and compensation of machining errors for complex surfaces.” Precision Engineering 37(1): 203–212. Chen, Y., J. Gao, H. Deng, D. Zheng, X. Chen and R. Kelly (2013). “Spatial statistical analysis and compensation of machining errors for complex surfaces.” Precision Engineering 37(1): 203–212.
12.
Zurück zum Zitat Klimchik, A., D. Bondarenko, A. Pashkevich, S. Briot and B. Furet (2014). Compliance Error Compensation in Robotic-Based Milling. Informatics in Control, Automation and Robotics. J.-L. Ferrier, A. Bernard, O. Gusikhin and K. Madani, Springer International Publishing. 283: 197–216. Klimchik, A., D. Bondarenko, A. Pashkevich, S. Briot and B. Furet (2014). Compliance Error Compensation in Robotic-Based Milling. Informatics in Control, Automation and Robotics. J.-L. Ferrier, A. Bernard, O. Gusikhin and K. Madani, Springer International Publishing. 283: 197–216.
13.
Zurück zum Zitat Zhuang, H., Z. S. Roth and F. Hamano (1992). “A complete and parametrically continuous kinematic model for robot manipulators.” Robotics and Automation, IEEE Transactions on 8(4): 451–463. Zhuang, H., Z. S. Roth and F. Hamano (1992). “A complete and parametrically continuous kinematic model for robot manipulators.” Robotics and Automation, IEEE Transactions on 8(4): 451–463.
14.
Zurück zum Zitat Zhuang, H., F. Adviser-Hamano and Z. S. Adviser-Roth (1989). “Kinematic modeling, identification and compensation of robot manipulators.”. Zhuang, H., F. Adviser-Hamano and Z. S. Adviser-Roth (1989). “Kinematic modeling, identification and compensation of robot manipulators.”.
15.
Zurück zum Zitat Yang, X., L. Wu, J. Li and K. Chen (2014). “A minimal kinematic model for serial robot calibration using POE formula.” Robotics and Computer-Integrated Manufacturing 30(3): 326–334. Yang, X., L. Wu, J. Li and K. Chen (2014). “A minimal kinematic model for serial robot calibration using POE formula.” Robotics and Computer-Integrated Manufacturing 30(3): 326–334.
16.
Zurück zum Zitat Khalil, W., M. Gautier and C. Enguehard (1991). “Identifiable parameters and optimum configurations for robots calibration.” Robotica 9(01): 63–70. Khalil, W., M. Gautier and C. Enguehard (1991). “Identifiable parameters and optimum configurations for robots calibration.” Robotica 9(01): 63–70.
17.
Zurück zum Zitat Pashkevich, A. (2001). Computer-aided generation of complete irreducible models for robotic manipulators. The 3rd Int. Conference of Modellimg and Simulation. University of Technology of Troyes, France. Pashkevich, A. (2001). Computer-aided generation of complete irreducible models for robotic manipulators. The 3rd Int. Conference of Modellimg and Simulation. University of Technology of Troyes, France.
18.
Zurück zum Zitat Klimchik, A., S. Caro and A. Pashkevich (2013). “Practical identifiability of the manipulator link stiffness parameters.” ASME 2013 International Mechanical Engineering Congress & Exposition: 1–10. Klimchik, A., S. Caro and A. Pashkevich (2013). “Practical identifiability of the manipulator link stiffness parameters.” ASME 2013 International Mechanical Engineering Congress & Exposition: 1–10.
19.
Zurück zum Zitat Khalil, W. and E. Dombre (2004). Modeling, identification and control of robots, Butterworth-Heinemann. Khalil, W. and E. Dombre (2004). Modeling, identification and control of robots, Butterworth-Heinemann.
20.
Zurück zum Zitat Wu, Y. (2014). Optimal Pose Selection for the Identification of Geometric and Elastostatic Parameters of Machining Robots, Phd Thesis, Ecole des Mines de Nantes, France. Wu, Y. (2014). Optimal Pose Selection for the Identification of Geometric and Elastostatic Parameters of Machining Robots, Phd Thesis, Ecole des Mines de Nantes, France.
Metadaten
Titel
Practically Identifiable Model of Robotic Manipulator for Calibration in Real Industrial Environment
verfasst von
Alexandr Klimchik
Stephane Caro
Benoit Furet
Anatol Pashkevich
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-08338-4_49