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Machine learning and experimental emission assessment in high temperature air premixed charged compression ignition engines using the Pugh matrix

Abstract This research explores the performance, exhaust emissions, and combustion properties of a Premixed Charged Compression Ignition (PCCI) engine using combinations of Andropogon narudus (AN) and Sapota Oil Methyl Ester (SOME) blended as substitute fuels. A split-fuel injection system was used,...

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Principais autores: Mohammed Al Awadh, Kah Ong Michael Goh
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2025-05-01
coleção:Scientific Reports
Assuntos:
Machine learning
Sustainability metrics
Emission assessment
PCCI engines
And Pugh matrix
Acesso em linha:https://doi.org/10.1038/s41598-025-00523-3
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