Probabilistic performance analysis of eroded compressor blades


Kumar, A., Nair, P.B., Keane, A.J. and Shahpar, S. (2005) Probabilistic performance analysis of eroded compressor blades. In, PWR2005: ASME Power, Chicago, USA, Apr 2005. American Society of Mechanical Engineers.

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Description/Abstract

This paper presents a probabilistic analysis of the effect of erosion on the performance of compressor fan blades. A realistic parametric CAD model is developed to represent eroded blades. Design of Experiments (DOE) techniques are employed to generate a set of candidate points, which are combined with a parametric geometry modeling and grid generation routine to produce a hybrid mesh. A multigrid Reynolds-Averaged Navier Stokes (RANS) solver HYDRA with Spalart Allmaras turbulence model is used for Computational Fluid Dynamics (CFD) simulations. The data generated is used to create a surrogate model for efficient uncertainty propagation. This method is applied to a typical Rolls Royce compressor fan blade section. Monte Carlo Simulation, using the surrogate model, is executed for the probabilistic analysis of the compressor fan blade. Results show upto 5% increase in pressure loss for the eroded compressor fan blades.

Item Type: Conference or Workshop Item (Paper)
Additional Information: PWR2005-50070
Related URLs:
Subjects: T Technology > TJ Mechanical engineering and machinery
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: University Structure - Pre August 2011 > School of Engineering Sciences
ePrint ID: 23312
Date Deposited: 24 Mar 2006
Last Modified: 27 Mar 2014 18:12
Publisher: American Society of Mechanical Engineers
URI: http://eprints.soton.ac.uk/id/eprint/23312

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