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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...

Täydet tiedot

Tallennettuna:
Päätekijät: Adithya Legala, Venkata LakkiReddy, Phillip Weber, Xianguo Li
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Frontiers Media S.A. 2023-10-01
Sarja:Frontiers in Thermal Engineering
Aiheet:
artificial neural network (ANN)
diesel particulate filter (DPF)
particulate matter (PM)
active regeneration
exotherm reaction
temperature gradient modeling
Linkit:https://www.frontiersin.org/articles/10.3389/fther.2023.1265490/full
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