Optimisation of Biodiesel Production from Waste Margarine Oil Using Response Surface Methodology

This work presents biodiesel production using waste margarine oil and response surface methodology (RSM) for optimisation. The transesterification of waste margarine oil was carried out using sodium hydroxide (NaOH) as a catalyst under atmospheric pressure in a lab-scale batch reactor. Central composite design (CCD) was used to optimise four parameters: methanol-to-oil ratio (3–15 mol/mol), catalyst ratio (0.3–1.5 wt.%), reaction time (30–90 min), and reaction temperature (30–70 °C). Numeral optimisation was performed, and an optimum yield of 99.1% was obtained at an 11.906 methanol-to-oil mol ratio, 1.113 wt.% catalyst ratio, 59.646 min reaction time, 52.459 °C temperature, and a low percentage error yield of 0.942%. Analysis of variance (ANOVA) showed that the methanol-to-oil ratio had the highest influence on the biodiesel yield, followed by the catalyst ratio, and reaction time had the least impact after temperature. The kinetics study revealed that the reaction is controlled by a pseudo-first order, and the activation energy was found to be 62.41 kJ/mol. It was concluded that biodiesel could be produced using waste margarine oil as a cost-effective feedstock optimised by RSM.

Authors

Institutions

Publication Details

Published
2025-03-06
DOI
https://doi.org/10.3390/engproc2025087012
Primary Topic
Biodiesel Production and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimisation of Biodiesel Production from Waste Margarine Oil Using Response Surface Methodology

Hilary Rutto, Pascal Mwenge, Salvation Muthubi
Biodiesel Production and Applications
article

Optimisation of Biodiesel Production from Waste Margarine Oil Using Response Surface Methodology

Hilary Rutto, Pascal Mwenge, Salvation Muthubi
article en

Abstract

This work presents biodiesel production using waste margarine oil and response surface methodology (RSM) for optimisation. The transesterification of waste margarine oil was carried out using sodium hydroxide (NaOH) as a catalyst under atmospheric pressure in a lab-scale batch reactor. Central composite design (CCD) was used to optimise four parameters: methanol-to-oil ratio (3–15 mol/mol), catalyst ratio (0.3–1.5 wt.%), reaction time (30–90 min), and reaction temperature (30–70 °C). Numeral optimisation was performed, and an optimum yield of 99.1% was obtained at an 11.906 methanol-to-oil mol ratio, 1.113 wt.% catalyst ratio, 59.646 min reaction time, 52.459 °C temperature, and a low percentage error yield of 0.942%. Analysis of variance (ANOVA) showed that the methanol-to-oil ratio had the highest influence on the biodiesel yield, followed by the catalyst ratio, and reaction time had the least impact after temperature. The kinetics study revealed that the reaction is controlled by a pseudo-first order, and the activation energy was found to be 62.41 kJ/mol. It was concluded that biodiesel could be produced using waste margarine oil as a cost-effective feedstock optimised by RSM.

Vaal University of Technology (ZA), Durban University of Technology (ZA)
Responsible consumption and production
Openalex Percentile: Top 96%
Biodiesel Production and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.