Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Article . 2008
License: CC BY
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Article . 2008
License: CC BY
Data sources: Datacite
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Article . 2008
License: CC BY
Data sources: ZENODO
versions View all 2 versions
addClaim

Genetic Algorithm Based Optimal Control For A 6-Dof Non Redundant Stewart Manipulator

Authors: A. Omran; G. El-Bayiumi; M. Bayoumi; A. Kassem;

Genetic Algorithm Based Optimal Control For A 6-Dof Non Redundant Stewart Manipulator

Abstract

{"references": ["Nag, I., and Chong, W., \"High Speed Tracking Control of Stewart\nPlatform Manipulator via Enhanced Sliding Mode Control,\" IEEE\nInternational Conference on Robotics & Automation, Leuven, Belgium,\npp. 2716-2721. May 1998.", "Yung, T., Yu-Shin, C., and Ho-Chin J, \"Modeling and Control for a\nGough-Stewart Platform CNC Machine,\" Journal of Robotic Systems,\nNo. 2, Vol. 11, pp 609-623. June 2004.", "Dietmaier, P., \"The Stewart-Gough Platform of General Geometry Can\nHave 40 Real Postures,\" Advances in Robot Kinematics: Analysis and\nControl, Kluwer Academic Publishers, pp. 7-16. 1998.", "Pratik, J., and Sarah, Y., \"A Hybrid Strategy to Solve the Forward\nKinematics Problem in Parallel Manipulators,\" IEEE Trans. Robot and\nAutomat. Vol. 21, pp. 18-25. February 2005.", "Sadjadian, H., and Taghirad, H., \"Comparison of Different Methods for\nComputing the Forward Kinematics of a Redundant Parallel\nManipulator,\" Journal of Intelligent and Robotic Systems, 2005.", "Sadjadian, H., Taghirad, H., and Fatehi, A., \"Neural Networks\nApproaches for Computing the Forward Kinematics of a Redundant\nParallel Manipulator,\" International Journal of Computational\nIntelligence Vol. 2, No. 1, pp. 40-47. 2005.", "Lian, B., Jeha, R., Sung-Gaun, K., and Sun-Kyu, L., \"A Closed-Form\nSolution to the Direct Kinematics of Nearly General Parallel\nManipulators with Optimally Located Three Linear Extra Sensors,\"\nIEEE Trans. Robot and Automat. Vol. 17, pp 148-156. April 2001.", "Liu, K., Fitzgerald, M., and Lewis, F., \"Kinematic Analysis of a Stewart\nPlatform Manipulator,\" IEEE Trans. Industrial Electronics, Vol. 40, No.\n2, pp. 282-293. 1993.", "Liu, K., Lewis, F., and Fitzgerald, M., \"Solution of Nonlinear\nKinematics of a Parallel-Link Constrained Stewart Platform\nManipulator,\" Circuits, Systems, and Signal Proc., Special Issue on\n\"Implicit and Robust Systems,\" Vol. 13, No. 2-3, pp. 167-183. 1994.\n[10] Pasquale, C., Francois, P., Lorenzo, S., and Bruno, S., \"Robust Design\nof Independent Joint Controllers with Experimentation on a High-Speed\nParallel Robot,\" IEEE Trans on Industrial Electronics, Vol. 40, pp. 393-\n403. August, 1993.\n[11] Li, D., and Salcudean, S., \"Modeling, Simulation, and Control of a\nHydraulic Stewart Platform,\" IEEE Int. Conf on Robotics and\nAutomation, Albuquerque, New Mexico, April 1997.\n[12] Fang, C., Hung-Hsiang, C., and Chin-Teng, L., \"Fuzzy Control of a Sixdegree\nMotion Platform with Stability Analysis,\" IEEE SMC\nConference, Vol. l 1, pp. 325-330. October, 1999.\n[13] Su, Y., Duan, Y., Zheng, C., Zhang, Y., Chen, G., and Mi, J.,\n\"Disturbance-Rejection High-Precision Motion Control of a Stewart\nPlatform,\" IEEE Trans. on control systems technology, Vol. 12, pp364-\n374, May 2004.\n[14] Sciavicco, L., and Siciliano, B., \"Modeling and Control of Robot\nManipulators,\" Springer, Second Edition. April, 2001.\n[15] M.-J. Liu, C.-X. Li, and C.-N. Li, \"Dynamics Analysis of the Gough-\nStewart Platform Manipulator,\" IEEE Trans. Robot and Automat, Vol.\n16, pp. 94-98. February, 2000.\n[16] Dasgupta, M., and Mruthyunjaya, T., \"A Newton-Euler Formulation for\nthe Inverse Dynamics of the Stewart Platform Manipulator,\" Mech.\nMach. Theory, Vol. 33, No. 8, pp. 1135-1152. November, 1998.\n[17] Tsai, L., \"Solving the inverse dynamics of a Stewart-Gough\nManipulator by The Principle of Virtual Work,\" J. Mech. Des., Vol. 122,\npp. 3-9. March, 2000.\n[18] Khalil, W., and Guegan, S., \"Inverse and Direct Dynamic Modeling of\nGough-Stewart Robots,\" IEEE Trans. Robot and Automat, Vol. 20, pp.\n754-761. August, 2004.\n[19] Fu, S., and Yao, Y., \"Comments on \"A Newton-Euler Formulation for\nthe Inverse Dynamics of the Stewart Platform Manipulator,\" Mech.\nMach. Theory, Vol. 8, pp. 1-3. Jan, 2006.\n[20] Holland, J., \"Adaptation in Natural and Artificial Systems,\" The\nUniversity of Michigan Press. 1975.\n[21] Goldberg, E., \"The Design of Innovation: Lessons from and for\nCompetent Genetic Algorithms,\" Boston, Kluwer Academic Publishers,\n2002.\n[22] John, J., \"Optimization of Control Parameters for Genetic Algorithms,\"\nIEEE Trans on System, Man, and Cybernetics, Vol. 16, No. 1, pp. 566-\n574. 1986.\n[23] Haruhisa K, and Geng L, \"Gain Tuning in Discrete-Time Adaptive\nControl for Robots,\" SICE Annual Conference in Fukui. August, 2003.\n[24] Faa-Jeng, L, and Chih-Hong, L., \"On-line Gain Tuning Using RFNN for\nLinear Synchronous Motor,\" IEEE, PESC, Vol. 2, pp. 766-771. June,\n2001.\n[25] Baogang, H., Senior, M., George, K., and Raymond, G., \"New\nMethodology for Analytical and Optimal Design of Fuzzy PID\nControllers,\" IEEE Tran on Fuzzy System, Vol. 7, pp 521-539. October,\n1999.\n[26] Chris, M., \"Genetic Algorithms for Auto-Tuning Mobile Robot Motion\nControl,\" Res. Lett. Inf. Math. Sci, Vol. 3, pp. 129-134. 2002."]}

Applicability of tuning the controller gains for Stewart manipulator using genetic algorithm as an efficient search technique is investigated. Kinematics and dynamics models were introduced in detail for simulation purpose. A PD task space control scheme was used. For demonstrating technique feasibility, a Stewart manipulator numerical-model was built. A genetic algorithm was then employed to search for optimal controller gains. The controller was tested onsite a generic circular mission. The simulation results show that the technique is highly convergent with superior performance operating for different payloads.

Related Organizations
Keywords

genetic algorithm., Stewart dynamics, task space control, Stewart kinematics

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
    OpenAIRE UsageCounts
    Usage byUsageCounts
    visibility views 3
    download downloads 3
  • 3
    views
    3
    downloads
    Powered byOpenAIRE UsageCounts
Powered by OpenAIRE graph
Found an issue? Give us feedback
visibility
download
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
0
Average
Average
Average
3
3
Green