Modeling of diesel particulate filter temperature dynamics during exotherm using neural networks

Modeling of diesel particulate filter temperature dynamics during exotherm using neural networks

Diesel Particulate Filter (DPF) in the diesel engine exhaust stream needs frequent regeneration (exotherm) to remove captured particulate matter (PM, or soot) without damaging to the porous DPF structure by controlling the peak temperatures and temperature gradients across the DPF. In this study, te...

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Bibliographic Details
Main Authors: Adithya Legala, Venkata LakkiReddy, Phillip Weber, Xianguo Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Thermal Engineering
Subjects:
artificial neural network (ANN)
diesel particulate filter (DPF)
particulate matter (PM)
active regeneration
exotherm reaction
temperature gradient modeling
Online Access:https://www.frontiersin.org/articles/10.3389/fther.2023.1265490/full

Internet

https://www.frontiersin.org/articles/10.3389/fther.2023.1265490/full

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