A Pulse Size Estimation Method for Reduced Order Models

LM Griffiths, AL Gaitonde, DP Jones (University of Bristol) & MI Friswell (Swansea University)

The Aeronautical Journal, Vol. 120, No. 1234, December 2016, pp. 1891-1916.

Abstract

Model order reduction (MOR) is an important technique that allows reduced order models (ROMs) of physical systems to be generated that can capture the dominant dynamics, but at lower cost than the full order system. One approach to MOR that has been successfully implemented in fluid dynamics is the Eigensystem Realization algorithm (ERA). This method requires only minimal changes to the inputs and outputs of a CFD code so that the linear responses of the system to unit impulses on each input channel can be extracted. One of the challenges with the method is to specify the size of the input pulse. An inappropriate size may cause a failure of the code to converge due to non-physical behaviour arising during the solution process. This paper addresses this issue by using piston theory to estimate the appropriate input pulse size.

Paper Availability

This material has been published in the The Aeronautical Journal, Vol. 120, No. 1234, December 2016, pp. 1891-1916, the only definitive repository of the content that has been certified and accepted after peer review. Copyright and all rights therein are retained by the Royal Aeronautical Society.


Link to paper using doi: 10.1017/aer.2016.111

The Aeronautical Journal