Bigoni, Daniele2; True, Hans1; Engsig-Karup, Allan Peter3
1 Department of Applied Mathematics and Computer Science, Technical University of Denmark2 Scientific Computing, Department of Applied Mathematics and Computer Science, Technical University of Denmark3 Center for Energy Resources Engineering, Center, Technical University of Denmark
We present an approach to global sensitivity analysis aiming at the reduction of its computational cost without compromising the results. The method is based on sampling methods, cubature rules, High-Dimensional Model Representation and Total Sensitivity Indices. The approach has a general applicability in many engineering fields and does not require the knowledge of the particular solver of the dynamical system. This analysis can be used as part of the virtual homologation procedure and to help engineers during the design phase of complex systems. The method is applied to a half car with a two-axle Cooperrider bogie, in order to study the sensitivity of the critical speed with respect to suspension parameters. The importance of a certain suspension component is expressed by the variance in critical speed that is ascribable to it. This proves to be useful in the identification of parameters for which the exactness of their values is critically important.
Vehicle System Dynamics, 2014, Vol 52, Issue Suppl. 1, p. 272-286
Main Research Area:
23rd Symposium on Dynamics of Vehicles on Roads and Tracks (IAVSD 2013)