Computational approach using machine learning modelling for optimization of transesterification process for linseed biodiesel production

Computational approach using machine learning modelling for optimization of transesterification process for linseed biodiesel production

In this research work, various machine learning models such as linear regression (LR), KNN and MLP were created to predict the optimized synthesis of biodiesel from pre-treated and non-treated Linseed oil in base transesterification reaction mode. Three input parameters were included for modelling,...

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Bibliographic Details
Main Authors: Sunil Gautam, Sangeeta Kanakraj, Azriel Henry
Format: Article
Language:English
Published: AIMS Press 2022-11-01
Series:AIMS Bioengineering
Subjects:
transesterification
machine learning
linear regression
k-nearest neighbour
multilayer perceptron
Online Access:https://www.aimspress.com/article/doi/10.3934/bioeng.2022023?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/bioeng.2022023?viewType=HTML

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