Modelling and Optimisation of Biodiesel Production from Margarine Waste Oil Using a Three-Dimensional Machine Learning Approach

Modelling and Optimisation of Biodiesel Production from Margarine Waste Oil Using a Three-Dimensional Machine Learning Approach

This work presents the use of three-dimensional machine learning approaches, namely the response surface methodology (RSM), the artificial neural network (ANN), and the adaptive neuro-fuzzy inference system (ANFIS), to optimise and model the biodiesel yield from waste margarine oil. The effect of th...

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Bibliographic Details
Main Authors: Pascal Mwenge, Hilary Rutto, Tumisang Seodigeng
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Engineering Proceedings
Subjects:
biodiesel
machine learning
artificial neural network
adaptive neuro-fuzzy inference system
response surface methodology
waste margarine oil
Online Access:https://www.mdpi.com/2673-4591/67/1/27
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