Machine learning technology in biodiesel research: A review

M Aghbashlo, W Peng, M Tabatabaei… - Progress in Energy and …, 2021 - Elsevier
Biodiesel has the potential to significantly contribute to making transportation fuels more
sustainable. Due to the complexity and nonlinearity of processes for biodiesel production …

[HTML][HTML] Challenges and prospects of renewable energy in Nigeria: A case of bioethanol and biodiesel production

A Adewuyi - Energy Reports, 2020 - Elsevier
Achieving an affordable clean energy in accordance to the sustainable development goal
(SDG 7) is a challenge in Nigeria and other nations in Africa. Most of the currently used …

Enhanced biodiesel production from wet microalgae biomass optimized via response surface methodology and artificial neural network

G Muhammad, ADP Ngatcha, Y Lv, W Xiong… - Renewable Energy, 2022 - Elsevier
This study investigates modeling and optimal conditions for biodiesel production from
exceedingly wet microalgae Chlorella pyrenoidosa using the catalyst, hydrochloric acid …

Prediction of biodiesel production from microalgal oil using Bayesian optimization algorithm-based machine learning approaches

N Sultana, SMZ Hossain, M Abusaad, N Alanbar… - Fuel, 2022 - Elsevier
Biodiesel has appeared as a renewable and clean energy resource and a means of
diminishing global warming. This study provides Bayesian optimization algorithm (BOA) …

Synthesis of magnetically solid base catalyst of NaOH/Chitosan-Fe3O4 for biodiesel production from waste cooking oil: Optimization, kinetics and thermodynamic …

M Helmi, A Hemmati - Energy Conversion and Management, 2021 - Elsevier
In this research, biodiesel was produced from waste cooking oil (WCO) via a magnetically
and biodegradable heterogeneous base catalyst of NaOH/Chitosan-Fe 3 O 4. The catalyst …

Theoretical potential estimation and multi-objective optimization of Water Hyacinth (Eichhornia Crassipes) biodiesel powered diesel engine at variable injection …

A Jain, BJ Bora, R Kumar, P Sharma, H Deka - Renewable Energy, 2023 - Elsevier
The high energy demand along with the fast diminution of fossil fuel reserves as well
escalation of carcinogenic emissions leading to global warming has initiated a pragmatic …

A short review on approach for biodiesel production: Feedstock's, properties, process parameters and environmental sustainability

NS Topare, RI Jogdand, HP Shinde, RS More… - Materials Today …, 2022 - Elsevier
Over the past few decades, an increase in industrialization and the population have been
indicated as being critical to the need for energy. Higher pollution levels and rising fuel …

Modelling and process optimization for biodiesel production from Nannochloropsis salina using artificial neural network

JVA Raj, RP Kumar, B Vijayakumar… - Bioresource …, 2021 - Elsevier
In the present investigation, calcium oxide solid nanocatalyst derived from the egg shell and
Nannochloropsis salina were used for the production of biodiesel. The morphological …

Sustainable biodiesel generation through catalytic transesterification of waste sources: a literature review and bibliometric survey

W Nabgan, AA Jalil, B Nabgan, AH Jadhav, M Ikram… - RSC …, 2022 - pubs.rsc.org
Sustainable renewable energy production is being intensely disputed worldwide because
fossil fuel resources are declining gradually. One solution is biodiesel production via the …

[HTML][HTML] Optimum biodiesel production from waste vegetable oil using functionalized cow horn catalyst: A comparative evaluation of some expert systems

AN Amenaghawon, NI Evbarunegbe… - Cleaner Engineering and …, 2021 - Elsevier
This study investigated the production of biodiesel from waste vegetable oil using iron-
doped solid catalyst produced from cow horn. The catalyst was characterised using …