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 …

Recent advances on biodiesel production from waste cooking oil (WCO): A review of reactors, catalysts, and optimization techniques impacting the production

L Rocha-Meneses, A Hari, A Inayat, LA Yousef… - Fuel, 2023 - Elsevier
The continued economic growth registered since the 1970 s has contributed to an increase
in the demand and supply of energy in the main end-use sectors: electricity, heating …

[HTML][HTML] A review of global current scenario of biodiesel adoption and combustion in vehicular diesel engines

O Ogunkunle, NA Ahmed - Energy Reports, 2019 - Elsevier
Delving into the current chronicles of research findings, explorations of biodiesel production
and utilization in diesel engines have been at the forefront of sustainable and creative …

Application of an artificial neural network to optimise energy inputs: An energy-and cost-saving strategy for commercial poultry farms

E Elahi, Z Zhang, Z Khalid, H Xu - Energy, 2022 - Elsevier
The current study estimates target values of energy inputs along with an assessment of
energy-and cost-saving strategies for poultry farms. In 2019, cross-sectional data were …

Biodiesel synthesis from Ceiba pentandra oil by microwave irradiation-assisted transesterification: ELM modeling and optimization

AS Silitonga, AH Shamsuddin, TMI Mahlia, J Milano… - Renewable Energy, 2020 - Elsevier
In this study, microwave irradiation-assisted transesterification was used to produce Ceiba
pentandra biodiesel, which accelerates the rate of reaction and temperature within a shorter …

[HTML][HTML] Prediction of biogas production from chemically treated co-digested agricultural waste using artificial neural network

F Almomani - Fuel, 2020 - Elsevier
The present study evaluates the effect of co-digestion of agricultural solid wastes (ASWs),
cow manure (CM), and the application of chemical pre-treatment with NaHCO 3 on the …

Biodiesel production from Calophyllum inophyllum-Ceiba pentandra oil mixture: Optimization and characterization

HC Ong, J Milano, AS Silitonga, MH Hassan… - Journal of Cleaner …, 2019 - Elsevier
In this study, a novel modeling approach (artificial neural networks (ANN) and ant colony
optimization (ACO)) was used to optimize the process variables for alkaline-catalyzed …

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

G Muhammad, ADP Ngatcha, Y Lv, W **ong… - 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 …

A detailed investigation on the performance, combustion, and exhaust emission characteristics of a diesel engine running on the blend of diesel fuel, biodiesel and 1 …

MK Yesilyurt - Fuel, 2020 - Elsevier
Alcohols are exceptional alternative fuels for the utilization in the compression-ignition (CI)
engine due to their built-in fuel improving characteristics such as higher calorific value …