Title of article :
Turbine stage design aided by artificial intelligence methods
Author/Authors :
Kosowski، نويسنده , , Krzysztof and Tucki، نويسنده , , Karol and Kosowski، نويسنده , , Adrian، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Abstract :
We propose a general, efficient system for designing turbine cascades and stages in real 3D-flow conditions. The presented algorithms involve application of evolutionary algorithms, as well as Artificial Neural Networks. Results of the design process are shown to be highly optimised in terms of efficiency, whereas computation time is reduced by several orders of magnitude in comparison to methods relying on Computational Fluid Dynamics calculations.
Keywords :
Turbine stage , Turbomachinery design , Evolutionary algorithm , Artificial neural network
Journal title :
Expert Systems with Applications
Journal title :
Expert Systems with Applications