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Reliability Based Design Optimization of Robotic System Dynamic Performance
Technical Paper
2006-01-0391
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
In this investigation a robotic system's dynamic performance is optimized for high reliability under uncertainty. The dynamic capability equations allow designers to predict the dynamic performance of a robotic system for a particular configuration (i.e.,point design). While the dynamic capability equations are a powerful tool, they can not account for performance variations due to aleatory uncertainties inherent in the system. To account for the inherent aleatory uncertainties, a reliability-based design optimization (RBDO) strategy is employed to design robotic systems with robust dynamic performance. RBDO has traditionally been implemented as a nested multilevel optimization process in which reliability constraints require solution to an optimization problem (i.e., reliability analysis). In this work a robust unilevel performance measure approach(PMA) is developed for performing reliability-based design optimization which eliminates the lower level problem in RBDO. A robotic test problem is used to illustrate the efficacy of the approach.
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Citation
Bowling, A., Renaud, J., Patel, N., Newkirk, J. et al., "Reliability Based Design Optimization of Robotic System Dynamic Performance," SAE Technical Paper 2006-01-0391, 2006, https://doi.org/10.4271/2006-01-0391.Also In
Reliability and Robust Design in Automotive Engineering, 2006
Number: SP-2032; Published: 2006-04-03
Number: SP-2032; Published: 2006-04-03
References
- Agarwal Harish Renaud John E. Preston Evan L. Padmanabhan Dhanesh Uncertainty quantification using evidence theory in multidisciplinary design optimization Reliability Engineering and System Safety 85 281 294 2004
- Asada Haruhiko A geometrical representation of manipulator dynamics and its application to arm design Journal of Dynamic Systems, Measurement, and Control 105 3 131 135 September 1983
- Bhatti P. K. Rao S. S. Reliability analysis of robot manipulators Journal of Mechanisms, Transmissions, and Automation in Design 110 2 175 181 June 1988
- Bonivento Claudio Gentili Luca Paoli Anrea Internal model based fault tolerant control of a robot manipulator Proceedings of the IEEE Conference on Decision and Control 5 5260 5265 2004
- Bowling Alan Khatib Oussama Actuator selection for desired dynamic performance Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems 2 1966 1973 October 2002 Lausanne, Switzerland
- Bowling Alan Khatib Oussama The dynamic loading criteria in actuator selection for desired dynamic performance Advanced Robotics 17 7 641 656 November 2003
- Bowling Alan Khatib Oussama The dynamic capability equations: A new tool for analyzing manipulator dynamic performance IEEE Transactions on Robotics 21 1 115 123 February 2005
- Chiacchio Pasquale A new dynamic manipulability ellipsoid for redundant manipulators Robotica 18 381 387 2000
- Chiacchio Pasquale Chiaverini Stefano Sciavicco Lorenzo Siciliano Bruno Reformulation of dynamic manipulability ellipsoid for robotic manipulators Proceedings IEEE International Conference on Robotics and Automation 3 2192 2197 1991 Sacramento, California, USA
- Choi K. K. Youn B. D. Yang R. Moving least square method for reliability-based design optimization Proceedings of the Fourth World Congress of Structural and Multidisciplinary Optimization Dalian, China June 4-8 2001 2001
- Doty Keith L. Melchiorri Claudio Schwartz Eric M. Bonivento Claudio Robot manipulability IEEE Transactions on Robotics and Automation 11 3 462 468 1995
- Vertut Jean et. al. Contribution to analyse manipulator morphology coverage and dexterity Proceedings of the First CISM-IFToMM Symposium on Theory and Practice of Robots and Manipulators (Romansy 1) 277 302 Springer-Verlag September 1973 Kupari, Yugoslavia
- Graettinger Timothy J. Krogh Bruce H. The acceleration radius: A global performance measure for robotic manipulators IEEE Journal of Robotics and Automation 4 1 60 69 February 1988
- Haldar A. Mahadevan S. Probability, Reliability and Statistical Methods in Engineering Design John Wiley & Sons 2000
- Hassan Mahir Notash Leila Design modification of parallel manipulators for optimum fault tolerance to joint jam Mechanism and Machine Theory 40 5 559 577 May 2005
- Kazerounian Kazem Rastegar Jahangir Object norms: A class of coordinate and metric independent norms for displacements Flexible Mechanisms, Dynamics, and Analysis 47 271 275 1992
- Khatib Oussama Commande Dynamique dans l'Espace Operationnel des Robots Manipulateurs en Presence d'Obstacles 1980
- Khatib Oussama Dynamic control of manipulators in operational space Proceedings of the Sixth CISM-IFToMM World Congress on the Theory of Machines and Mechanisms 2 1128 1131 December 1983 New Delhi, India
- Khatib Oussama Agrawal Sunil Isotropic and uniform inertial and acceleration characteristics: Issues in the design of redundant manipulators Proceedings of the IUTAM/IFAC Symposium on Dynamics of Controlled Mechanical Systems 1989 Zurich, Switzerland
- Kim Y. Desa S. The definition, determination, and characterization of acceleration sets for spatial manipulators The International Journal of Robotics Research 12 6 572 587 1993
- Kosuge Kazuhiro Furuta Katsuhisa Kinematic and dynamic analysis of robot arm Proceedings IEEE International Conference on Robotics and Automation 2 1039 1044 1985
- Kuschel Norbert Rackwitz Rudiger A new approach for structural optimization of series systems Applications of Statistics and Probability 2 8 987 994 2000
- Ma Ou Angeles Jorge The concept of dynamic isotropy and its applications to inverse kinematics and trajectory planning Proceedings IEEE International Conference on Robotics and Automation 1 481 486 1990
- Oberkampf William L. Deland Sharon M. Rutherford Brian M. Diegert Kathleen V. Alvin Kenneth F. A new methodology for the estimation of total uncertainty in computational simulation Proceedings of the 40th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference April 1999
- Oberkampf William L. Diegert Kathleen V. Alvin Kenneth F. Rutherford Brian M. Variability, uncertainty, and error in computational simulation ASME Proceedings of the 7th. AIAA/ASME Joint Thermophysics and Heat Transfer Conference 2 259 272 1998
- Oberkampf William L. Helton J. C. Sentz Kari Mathematical representation of uncertainty Proceedings of the 42nd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference & Exhibit Seattle, WA April 16-19 2001
- Roberts Rodney G. Maciejewski Anthony A. A local measure of fault tolerance for kinematically redundant manipulators IEEE Transactions on Robotics and Automation 12 4 543 552 August 1996
- Singh J. R. Rastegar J. Optimal synthesis of robot manipulators based on global dynamic parameters The International Journal of Robotics Research 11 6 538 548 1992
- Vertut Jean Liegeois A. General design criteria for manipulators Mechanism and Machine Theory 16 1 65 70 1981
- Yoshikawa Tsuneo Dynamic manipulability of robot manipulators Proceedings IEEE International Conference on Robotics and Automation 1033 1038 1985 St. Louis, Missouri, USA