A hybrid CFD – Deep learning methodology for improving the accuracy of pressure drop prediction in cyclone separators
Author:
Funder
Hanyang University
National Research Foundation of Korea
Publisher
Elsevier BV
Subject
General Chemical Engineering,General Chemistry
Reference73 articles.
1. Theoretical investigation of pressure losses in cyclone separators;Avci;Int. Commun. Heat. Mass Transf.,2001
2. Design and Layout of the Cyclone Separator on the Basis of New investigations;Barth,1956
3. The proper orthogonal decomposition in the analysis of turbulent flows;Berkooz;Annu. Rev. Fluid Mech.,1993
4. 3-D computational fluid dynamics for gas and gas-particle flows in a cyclone with different inlet section angles;Bernardo;Powder Technol.,2006
5. Analysis and optimization of multi-inlet gas cyclones using large eddy simulation and artificial neural network;Brar;Powder Technol.,2017
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