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Control of nonlinear, continuous, dynamic systems via finite elements, sensitivity analysis, and optimization

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Abstract

A general methodology to design open loop controllers for nonlinear, dynamic, continuous systems is presented and applied to control a single flexible link (SFL). In this application, the partial differential equations that describe the beam system are first analyzed via the finite element method (FEM) and Newmark integration method. Two open loop control inputs to achieve specified system performance criteria are then computed by posing and solving inverse dynamics problems. These analyses use nonlinear programming (NLP) algorithms and analytical gradients that are computed by the direct sensitivity method. The open loop control is verified experimentally.

Closed loop controller synthesis for linear time invariant (LTI) and linear time varying systems (LTV) is relatively well understood. To apply this knowledge base to the control of the SFL, the nonlinear finite element plant model is linearized and recast in standard state space form.

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References

  1. Bayo, E.; Movaghar, R; Medus, M. 1988: Inverse Dynamics of a Single-Link Flexible Robot. Analytical and Experimental Results. International Journal of Robotics and Automation 3.3, 150–157

    Google Scholar 

  2. Bayo, E. 1987: A Finite Element Approach to Control the End-Point Motion of a Single-Link Flexible Robot. Journal of Robotic Systems 4.1, 63–75

    Google Scholar 

  3. Book, W.J. 1993: Controlled Motion in an Elastic World. Journal of Dynamic Systems, Measurement and Control 115, 252–261

    Google Scholar 

  4. Boutaghou, Z.-E.; Erdman, A.G. 1991: A unified Approach for the Dynamics of Beams Undergoing Arbitrary Spatial Motion. Transactions of the ASME 113, 494–502

    Google Scholar 

  5. Cannon, R.H., Jr.; Schmitz, E. 1984: Initial Experiments on the End-Point Control of a Flexible One-Link Robot. International Journal of Robotics Research 3.3, 62–75

    Google Scholar 

  6. Ciarlet, P.G. 1988: Mathematical Elasticity, Volume 1: Three-Dimensional Elasticity. North-Holland

  7. Cook, R.D; Malkus, D.S.; Plesha, M.E. 1989: Concepts and Applications of Finite Element Analysis. 3rd Edition. New York: John Wiley & Sons

  8. Gevarter, W.B. 1970: Basic Relations for Control of Flexible Vehicles. AIAA Journal 8.4, 666–672

    Google Scholar 

  9. Haug, E.J.; Choi, K.K.; Komkov, V. 1986: Design Sensitivity Analysis of Structural Systems. Orlando, FL: Harcourt Brace Jovanovich Publishers

  10. Hjelmstad, K.D. 1997: Fundamentals of Structural Mechanics. New Jeresy: Prentice Hall Inc.

  11. Laskin, R.A.; Likins, P.W.; Longman, R.W. 1983: Dynamical Equations of a Free-Free Beam Subject to Large Overall Motions. The Journal of the Astronautical Sciences 31.4, 507–528

    Google Scholar 

  12. Pirie, C.L.; Okubo, S.; Dullerud, G.E.; Tortorelli, D.A. 2001: Robust Nonlinear Trajectory Tracking on a Single Flexible Link. Submitted to ASME Journal of Dynamic Systems, Measurement, and Control

  13. Rattan, K.S.; Feliu, V. 1992: Feed forward Control of Flexible Manipulators. Proceedings of the International Conferences on Robotics and Automation, 778–793

  14. Reissner, E. 1973: On One Dimensional Large Displacement Finite Strain Beam Theory. Studies in Applied Mathematics 52.2, 87–95

  15. Rogers, D.F.; Adams, J.A. 1990: Mathematical Elements for Computer Graphics. 2nd Edition. New York: McGraw-Hill Publishing Company

  16. Serna, M.; Bayo, E. 1990: Off-line Trajectory Planning for Flexible Manipulators. Modelling the Innovation: Communications, Automation and Information Systems, 150–157

  17. Simo, J.C.; Vu-Quoc, L. 1986: On the Dynamics of Flexible Beams Under Large Overall Motions – The Plane Case: Part 1. Journal of Applied Mechanics 53, 849–854

    Google Scholar 

  18. Simo, J.C.; Vu-Quoc, L. 1986: On the Dynamics of Flexible Beams Under Large Overall Motions – The Plane Case: Part 2. Journal of Applied Mechanics 53, 855–863

    Google Scholar 

  19. Simo, J.C.; Vu-Quoc, L. 1985: A Finite Strain Beam Formulation, Part I: The Three Dimensional Dynmaic Problem. Computer Methods in Applied Mechanics and Engineering 49, 55–70

  20. Simo, J.C.; Vu-Quoc, L. 1986: A Three Dimensional Finite Strain Rod Model, Part II: Computational Aspsects. Computer Methods in Applied Mechanics and Engineering 58, 79–116

  21. Singer, N.C.; Seering, W.P. 1990: Preshaping Command Inputs to Reduce System Vibration. Journal of dynamic Systems, Measurement and Control 112, 76–82

    Google Scholar 

  22. Spector, V.A.; Flashner, H. 1990: Modeling and Design Implications of Noncollocated Control in Flexible Systems. Journal of Dynamic Systems, Measurement and Control 112, 186–193

    Google Scholar 

  23. Spivey, C.; Tortorelli, D.A. 1994: Tangent Operators, Sensitivity Expressions and Optimal Design of Nonlinear Elastica in Contact with Applications to Beams. International Journal of Numerical Methods in Engineering 37, 49–73

    Google Scholar 

  24. Timoshenko, S.P.; Gere, J.M. 1990: Mechanics of Materials. 3rd Edition. Boston: PWS Publishing Company

  25. VMA Engineering 1992: DOT Users’ Manual. Version 3. Goleta, CA: Vanderplaats, Miura & Associates, Inc. text.

  26. Yuan, K. 1995: Regulation of Single-Link Flexible Manipulator Involving Large Elastic Deflections. J. Guidance 18.3, 635–637

    Google Scholar 

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Correspondence to D.A. Tortorelli .

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Okubo , S., Tortorelli , D. Control of nonlinear, continuous, dynamic systems via finite elements, sensitivity analysis, and optimization. Struct Multidisc Optim 26, 183–199 (2004). https://doi.org/10.1007/s00158-003-0338-z

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  • DOI: https://doi.org/10.1007/s00158-003-0338-z

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