Uncertainties play a major role in vibroacoustics - especially in car body design in the preliminary development because of the overall spread in the production that should be covered with one simulation model. Therefore, we use uncertain input parameters to determine the stochastically distributed admittance of the car body before each part of the car is fully designed. To gain a stochastic result - the stochastically distributed admittance curve - we calculate a deterministic finite element simulation several times with sets of stochastically distributed input parameter values. To reduce simulation time and cost of the car model with many million degrees of freedom we focus on the uncertain parameters that show a significant influence on the admittance curve. It is therefore necessary to be able to accurately estimate for each parameter if its influence on the admittance of the car body plays a major role for the noise vibration harshness simulation. A sensitivity analysis describes the connection between model input and output and the influence of the input on the output. We conduct a two-step global sensitivity analysis which is based on the generalized polynomial chaos expansion to determine the sensitivity of the parameters. Since the less sensitive parameters hardly influence the admittance curve of the car body, we can simulate them as deterministic values. In the further research, we will focus on the most sensitive parameters.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Sensitivity Analysis of NVH Simulations with Stochastic Input Parameters for a Car Body


    Additional title:

    Sae Int. J. Adv. and Curr. Prac. in Mobility


    Contributors:

    Conference:

    12th International Styrian Noise, Vibration & Harshness Congress: The European Automotive Noise Conference ; 2022



    Publication date :

    2022-06-15


    Size :

    12 pages




    Type of media :

    Conference paper


    Type of material :

    Print


    Language :

    English




    Sensitivity Analysis of NVH Simulations with Stochastic Input Parameters for a Car Body

    Cram, Sophie / Luegmair, Marinus / Schmid, Johannes D. et al. | British Library Conference Proceedings | 2022


    Stochastic Simulations and Sensitivity Analysis of Plasma Flow

    Lin, G. / Karniadakis, G. / American Institute of Aeronautics and Astronautics | British Library Conference Proceedings | 2008


    Stochastic Simulations and Sensitivity Analysis of Plasma Flow

    Lin, Guang / Karniadakis, George | AIAA | 2008


    Sensitivity analysis of inertia parameters in multibody dynamics simulations

    Eberhard, P. / Schiehlen, W. / Sierts, J. | Tema Archive | 2007


    Sensitivity Analysis of Bluff Body Stabilized Premixed Flame Large Eddy Simulations

    Comer, Adam L. / Huang, Cheng / Duraisamy, Karthikeyan et al. | AIAA | 2019