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Optimal Balancing of the Robotic Manipulators

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Abstract

The balancing of robotic systems is an important issue, because it allows for significant reduction of torques. However, the literature review shows that the balancing of robotic systems is performed without considering the traveling trajectory. Although in static balancing the gravity effects on the actuators are removed, and in complete balancing the Coriolis, centripetal, gravitational, and cross-inertia terms are eliminated, it does not mean that the required torque to move the manipulator from one point to another point is minimum. In this chapter, “optimal balancing” is presented for the open-chain robotic system based on the indirect solution of open-loop optimal control problem. Indeed, optimal balancing is an optimal trajectory planning problem in which states, controls, and all the unknown parameters associated with the counterweight masses or springs must be determined simultaneously to minimize the given performance index for a predefined point-to-point task. For this purpose, on the base of the fundamental theorem of calculus of variations, the necessary conditions for optimality are derived which lead to the optimality conditions associated with the Pontryagin’s minimum principle and an additional condition associated with the constant parameters. In this chapter, after presenting the formulation of the optimal balancing and static balancing, the obtained optimality conditions are developed for a two-link manipulator in details. Finally the efficiency of the suggested approach is illustrated by simulation for a two-link manipulator and a PUMA-like robot. The obtained results show that the proposed method has dominant superiority over the previous methods such as static balancing or complete balancing.

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References

  1. Park, J., Haan, J., Park, F.C.: Convex optimization algorithms for active balancing of humanoid robots. IEEE Trans. Robotics 23(4), 817–822 (2007)

    Article  Google Scholar 

  2. Moradi, M., Nikoobin, A., Azadi, S.: Adaptive decoupling for open chain planar robots. Sci. Iran. Trans. B Mech. Eng. 17(5B), 376–386 (2010)

    MATH  Google Scholar 

  3. Arakelian, V., Ghazaryan, S.: Improvement of balancing accuracy of robotic systems: Application to leg orthosis for rehabilitation devices. Mech. Mach. Theory 43, 565–575 (2008)

    Article  MATH  Google Scholar 

  4. Nikoobin, M., Moradi, A.E.: Optimal spring balancing of robot manipulators in point-to-point motion. Robotica 31(4), 611–621 (2013)

    Article  Google Scholar 

  5. Kolarski, M., Vukobratovic, M., Borovac, B.: Dynamic analysis of balanced robot mechanisms. Mech. Mach. Theory 29(3), 427–454 (1994)

    Article  Google Scholar 

  6. Banala, S.K., Agrawal, S.K., Fattah, A., Krishnamoorthy, V., Hsu, W.L., Scholz, J., Rudolph, K.: Gravity-balancing leg orthosis and its performance evaluation. IEEE Trans. Robotics 22(6), 1228–1239 (2006)

    Article  Google Scholar 

  7. Kochev, I.S.: General theory of complete shaking moment balancing of planar linkages: a critical review. Mech. Mach. Theory 35, 1501–1514 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  8. Saravanan, R., Ramabalan, S., Babu, P.D.: Optimum static balancing of an industrial robot mechanism. Eng. Appl. Artif. Intel. 21(6), 824–834 (2008)

    Article  Google Scholar 

  9. Ravichandran, T., Wang, D., Heppler, G.: Simultaneous plant-controller design optimization of a two-link planar manipulator. Mechatronics 16, 233–242 (2006)

    Article  Google Scholar 

  10. Nikoobin, A., Moradi, M.: Optimal balancing of robot manipulators in point-to-point motions. Robotica 29(2), 233–244 (2011)

    Article  Google Scholar 

  11. Cheng, L., Lin, Y., Hou, Z.G., Tan, M., Huang, J., Zhang, W.J.: Integrated design of machine body and control algorithm for improving the robustness of a closed-chain five-bar machine. IEEE/ASME Trans. Mechatron. 17(3), 587–591 (2012)

    Article  Google Scholar 

  12. Cheng, L., Hou, Z.G., Tan, M., Zhang, W.J.: Tracking control of a closed-chain five-bar robot with two degrees of freedom by integration of approximation-based approach and mechanical design. IEEE Trans. Syst. Man Cybern. B Cybernetics 42(5), 1470–1479 (2012)

    Article  Google Scholar 

  13. Chettibi, T., Lehtihet, H.E., Haddad, M., Hanchi, S.: Minimum cost trajectory planning for industrial robots. Eur. J. Mech. A/Solids 23(4), 703–715 (2004)

    Article  MATH  Google Scholar 

  14. Callies, R., Rentrop, P.: Optimal control of rigid-link manipulators by indirect methods. GAMM-Mitteilungen 31(1), 27–58 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  15. Betts, J.T.: Survey of numerical methods for trajectory optimization. J. Guid. Cont. Dyn. 21(2), 193–207 (1998)

    Article  MATH  Google Scholar 

  16. Korayem, M.H., Nikoobin, A.: Formulation and numerical solution of robot manipulators in point-to-point motion with maximum load carrying capacity. Sci. Iran. J. 16(1), 101–109 (2009)

    MATH  Google Scholar 

  17. Kamenskii, V.A.: On the problem of the number of counterweights in the balancing of plane linkages. J. Mech. 4, 323–333 (1969)

    Google Scholar 

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Correspondence to A. Nikoobin .

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Nikoobin, A., Moradi, M. (2016). Optimal Balancing of the Robotic Manipulators. In: Zhang, D., Wei, B. (eds) Dynamic Balancing of Mechanisms and Synthesizing of Parallel Robots. Springer, Cham. https://doi.org/10.1007/978-3-319-17683-3_14

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  • DOI: https://doi.org/10.1007/978-3-319-17683-3_14

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-17682-6

  • Online ISBN: 978-3-319-17683-3

  • eBook Packages: EngineeringEngineering (R0)

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