2023
DOI: 10.31224/osf.io/2mb6y
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Analytical sensitivity analysis of dynamic problems with direct differentiation of generalized-α time integration

Abstract: Generalized-α time integration is a generalization of several time integration schemes that can be use in the analysis of dynamic systems. Sensitivity analysis is used in numerical methods of design optimization, uncertainty analysis, parameter fitting and for simply calculating the sensitivities of a design to certain parameters. Analytical sensitivity analysis reduces the computational effort compared with numerical analysis and is therefore essential in efficient gradient-based design optimization. In this … Show more

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Cited by 4 publications
(3 citation statements)
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“…In addition to the sensitivity analysis of the equations of motion, the sensitivity analysis must be performed for the time integration method and the nonlinear solver [29]. A solution routine for flexible multibody dynamics, including the sensitivity analysis with generalized-α time integration and Baumgarte stabilization with a numerical computation of the partial derivatives, is shown in [9,11,30].…”
Section: Derivatives Of the Equations Of Motion Wrt The Design Variablesmentioning
confidence: 99%
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“…In addition to the sensitivity analysis of the equations of motion, the sensitivity analysis must be performed for the time integration method and the nonlinear solver [29]. A solution routine for flexible multibody dynamics, including the sensitivity analysis with generalized-α time integration and Baumgarte stabilization with a numerical computation of the partial derivatives, is shown in [9,11,30].…”
Section: Derivatives Of the Equations Of Motion Wrt The Design Variablesmentioning
confidence: 99%
“…The nonlinear solver for time integration methods that solve for accelerations as shown in [11,29,30] requires the acceleration Jacobian given by the total derivative of the equations of motion w.r.t. the generalized accelerations.…”
Section: Derivatives Of the Equations Of Motion Wrt Accelerationmentioning
confidence: 99%
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