Laminar Burning Velocity Model Based on Deep Neural Network for Hydrogen and Propane with Air

The aim of the study was to develop deep neural network models for laminar burning velocity (LBV) calculations. The present study resulted in models for hydrogen–air and propane–air mixtures. An original data-preparation/data-generation algorithm was also developed in order to obtain the datasets su...

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Bibliographic Details
Main Authors: Konrad Malik, Mateusz Żbikowski, Andrzej Teodorczyk
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Energies
Subjects:
CFD
Online Access:https://www.mdpi.com/1996-1073/13/13/3381