Prediction of the 3D Distribution of NOx in a Furnace via CFD Data Based on ELM

Prediction of the 3D Distribution of NOx in a Furnace via CFD Data Based on ELM

A novel method for the prediction of three-dimensional (3D) spatial distribution of NOx in a furnace is proposed and evaluated. Computational fluid dynamics (CFD) simulations are conducted to generate the data sets of 3D NOx spatial distribution. The data sets are partitioned based on NOx generation...

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Bibliographic Details
Main Authors: Manli Lv, Jianping Zhao, Shengxian Cao, Tao Shen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Energy Research
Subjects:
three dimensional(3D) distribution of NOx
computational fluid dynamics simulation
coal-fired boiler
Pearson coefficient and mutual information
extreme learning machine
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.848209/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2022.848209/full

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