Deep learning based optimization of biodiesel production from high free fatty acid milk scum oil using synthetic process data and ablation analysis

Abstract This study proposes a framework for optimizing biodiesel production from high free fatty acid milk scum oil using deep learning models trained on high-fidelity synthetic process data. The approach demonstrates that deep learning can accurately predict complex process outcomes while maintain...

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Hlavní autoři:	O. Abhilash, Vinayak B. Hemadri, Rajeev Kumar Gupta, Chetan Sagarnal
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Springer 2026-05-01
Edice:	Discover Applied Sciences
Témata:	Biodiesel Milk scum oil Deep learning Synthetic data Ablation study Process optimization
On-line přístup:	https://doi.org/10.1007/s42452-026-08574-5
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