The Use of the Adjoint Method for Solving Typical Optimization Problems in Multibody Dynamics

Author:

Nachbagauer Karin1,Oberpeilsteiner Stefan1,Sherif Karim1,Steiner Wolfgang1

Affiliation:

1. Faculty of Engineering and Environmental Sciences, University of Applied Sciences Upper Austria, Stelzhamerstrasse 23, Wels 4600, Austria e-mail:

Abstract

The present paper illustrates the potential of the adjoint method for a wide range of optimization problems in multibody dynamics such as inverse dynamics and parameter identification. Although the equations and matrices included show a complicated structure, the additional effort when combining the standard forward solver to the adjoint backward solver is kept in limits. Therefore, the adjoint method shows an efficient way to incorporate inverse dynamics to engineering multibody applications, e.g., trajectory tracking or parameter identification in the field of robotics. The present paper studies examples for both, parameter identification and optimal control, and shows the potential of the adjoint method in solving classical optimization problems in multibody dynamics.

Publisher

ASME International

Subject

Applied Mathematics,Mechanical Engineering,Control and Systems Engineering,Applied Mathematics,Mechanical Engineering,Control and Systems Engineering

Reference37 articles.

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4. Eberhard, P., 1996, “Adjoint Variable Method for Sensitivity Analysis of Multibody Systems Interpreted as a Continuous, Hybrid Form of Automatic Differentiation,” Computational Differentiation Techniques, Applications, and Tools, M. Berz, C. Bischof, G. Corliss, and A. Griewank, A., eds., SIAM, Philadelphia, PA, pp. 319–328.

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