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Optimal Trajectory Generation for a 6-DOF Parallel Manipulator Using Grey Wolf Optimization Algorithm

Published online by Cambridge University Press:  28 May 2020

Chandan Choubey Open the ORCID record for Chandan Choubey [Opens in a new window]  and
Jyoti Ohri
Chandan Choubey*
Affiliation:
Electrical Department, NIT Kurukshetra, Haryana, India E-mail: [email protected]
Jyoti Ohri
Affiliation:
Electrical Department, NIT Kurukshetra, Haryana, India E-mail: [email protected]
*
*Corresponding author. E-mail: [email protected]
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Summary

In this paper we designed an optimal trajectory generation (OTG) method to generate easy and errorless continuous path motion with quick converging using Grey Wolf Optimization (GWO) method. The proposed OTG method finds the trajectory path with minimum tracking error, combined speed, joint increasing speed wrinkle, as well as joint lurching move to follow an error-free smooth continuous path.

Keywords

Grey Wolf OptimizationOptimal trajectory generation6-DOF robotic manipulatorsSmooth continuous path motion
Type
Articles
Information
Robotica , Volume 39 , Issue 3 , March 2021 , pp. 411 - 427
Copyright
Copyright © The Author(s), 2020. Published by Cambridge University Press

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References

Mehta, V. K. and Dasgupta, B., “A general approach for optimal kinematic design of 6-DOF parallel manipulators,” Sadhana 36(6), 977–994 (2011).CrossRefGoogle Scholar
Wu, X., Kobayashi, T., Nakamura, A., Yasui, K. and Furuhashi, H., “Development of the Upper Body of a Humanoid Robot Using Parallel Linkage Mechanisms,” 2014 International Conference on Industrial Automation, Information and Communications Technology (IAICT) (IEEE, 2014) pp. 9–14.Google Scholar
Tsai, L. W., Robot Analysis: The Mechanics of Serial and Parallel Manipulators (Wiley, Hoboken, NJ, USA, 1999) pp. 134–142.Google Scholar
Stewart, D., “A Platform with Six Degrees of Freedom,” Proceedings of the Institution of Mechanical Engineers (1965) pp. 371–86.Google Scholar
Li, Y. and Xu, Q., “Design and development of a medical parallel robot for cardiopulmonary resuscitation,” IEEE Trans. Mechatron. 12(3), 265–273 (2007).CrossRefGoogle Scholar
Shoham, M., Burman, M., Zehavi, E., Joskowicz, L., Batkilin, E. and Kunicher, Y., “Bone-mounted miniature robot for surgical procedures: Concept and clinical applications,” IEEE Trans. Robot. Autom. 19(5), 893–901 (2003).CrossRefGoogle Scholar
Xu, W. L., Pap, J. S. and Bronlund, J., “Design of a biologically inspired parallel robot for foods chewing,” IEEE Trans. Ind. Electron. 55(2), 832–841 (2008).CrossRefGoogle Scholar
Xu, W. L., Torrance, J. D., Chen, B. Q., Potgieter, J., Bronlund, J. E. and Pap, J. S., “Kinematics and experiments of a life-sized masticatory robot for characterizing food texture,” IEEE Trans. Ind. Electron. 55(5), 2121–2132 (2008).CrossRefGoogle Scholar
Ottaviano, E. and Ceccarelli, M., “Application of a 3-DOF parallel manipulator for earthquake simulations,” IEEE Trans. Mechatron. 11(2), 241–246 (2006).CrossRefGoogle Scholar
Ramadan, A. A., Takubo, T., Mae, Y., Oohara, K. and Arai, T., “Developmental process of a chopstick-like hybrid-structure two-fingered micro manipulator hand for 3-D manipulation of microscopic objects,” IEEE Trans. Ind. Electron. 56(4), 1121–1135 (2009).Google Scholar
Berenguer, F. J. and Huelin, F. M. M., “Zappa, a quasipassive biped walking robot with a tail: Modeling, behaviour and kinematic estimation using accelerometers,” IEEE Trans. Ind. Electron. 55(9), 3281–3289 (2008).CrossRefGoogle Scholar
Pierrot, F., Nabat, V., Company, O., Krut, S. and Poignet, P., “Optimal design of a 4-DOF parallel manipulator: From academia to industry,” IEEE Trans. Robot. 25(2), 213–224 (2009).CrossRefGoogle Scholar
Liang, D., Song, Y., Sun, T. and Jin, X., “Dynamic modeling and hierarchical compound control of a novel 2-DOF flexible parallel manipulator with multiple actuation modes,” Mech. Syst. Signal Process. 103(6), 413–439 (2018).CrossRefGoogle Scholar
Dumlu, A. and Erenturk, K., “Trajectory tracking control for a 3-DOF parallel manipulator using fractional-order PIλDμ control.” IEEE Trans. Ind. Electron. 61(7), 3417–3426 (2014).Google Scholar
Shang, W., Cong, S. and Ge, Y., “Dynamic Model Based Cross-Coupled Control of Parallel Manipulators.” 2011 9th World Congress on Intelligent Control and Automation (WCICA) (IEEE, 2011) pp. 979–984.Google Scholar
Shang, W. and Cong, S., “Nonlinear adaptive task space control for a 2-DOF redundantly actuated parallel manipulator,” Nonlinear zDyn. 59(1–2), 61 (2010).CrossRefGoogle Scholar
Ren, L., Mills, J. K. and Sun, D., “Trajectory tracking control for a 3-DOF planar parallel manipulator using the convex synchronized control method.” IEEE Trans. Control Syst. Tech. 16(4), 613–623 (2008).CrossRefGoogle Scholar
Shintemirov, A., Niyetkaliyev, A. and Rubagotti, M., “Numerical optimal control of a spherical parallel manipulator based on unique kinematic solutions.” IEEE/ASME Trans. Mechatron. 21(1), 98–109 (2016).Google Scholar
Six, D., Briot, S., Chriette, A. and Martinet, P.. “The kinematics, dynamics and control of a flying parallel robot with three quad rotors.” IEEE Rob. Autom. Lett. 3(1), 559–566 (2018).CrossRefGoogle Scholar
Zarkandi, S., “Kinematic and dynamic modeling of a planar parallel manipulator served as CNC tool holder,” Int. J. Dyn. Control 6(1), 14–28 (2018).CrossRefGoogle Scholar
Natal, G. S., Chemori, A. and Pierrot, F., “Dual-space control of extremely fast parallel manipulators: Payload changes and the 100g experiment.” IEEE Trans. Control Syst. Tech. 23, 1520–1535 (2015).Google Scholar
Sarkar, B. K., “Modeling and validation of a 2-DOF parallel manipulator for pose control application,” Robot. Comput. Integr. Manuf. 50(2), 234–241 (2018).CrossRefGoogle Scholar
Singh, Y., Vinoth, V., Ravi Kiran, Y., Mohanta, J. K. and Mohan, S., “Inverse dynamics and control of a 3-DOF planar parallel (U-shaped 3-PPR) manipulator.” Robot. Comput. Integr. Manuf. 34(4), 164–179 (2015).CrossRefGoogle Scholar
Yao, J., Gu, W., Feng, Z., Chen, L., Xu, Y. and Zhao, Y.. “Dynamic analysis and driving force optimization of a 5-DOF parallel manipulator with redundant actuation,” Robot. Comput. Integr. Manuf. 48(7), 51–58 (2017).CrossRefGoogle Scholar
Oliveira, P. S., Barros, L. S. and Silveira Júnior, L. G. de Q., “Genetic Algorithm Applied to State Feedback Control Design,” IEEE Conference on Transmission and Distribution and Exposition (2012).Google Scholar

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