... using ensembles of artificial neural networks trained on a large dataset of rotor and bearing designs as well as operating conditions. The developed framework is then applied to a series of case studies representative of heat-pump and fuel-cell micro-turbomachines. To highlight the importance of rotor...

... performance can be improved by 5.5% and 4.5% at the design and part load conditions, respectively. centrifugal fan volute optimization artificial neural networks aerodynamics aeroacoustics computational fluid dynamics (CFD) Industrial fans are facing various challenges and requirements...

... of the knowledge repository of the airfoil database. In this study, artificial neural networks (ANNs) are used to estimate the values of lift and drag for the whole operating range of the local angle of attack (AoA). The GAS module will include parametric representations of typical blade surface damage patterns...