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 …

A comprehensive review on properties of edible and non-edible vegetable oil-based biodiesel: composition, specifications and prediction models

B Sajjadi, AAA Raman, H Arandiyan - Renewable and Sustainable Energy …, 2016 - Elsevier
In recent decades, the concern over depletion of the world׳ s petroleum reserves and
environmental pollution has increased the demand to develop a renewable and …

[HTML][HTML] Machine learning for combustion

L Zhou, Y Song, W Ji, H Wei - Energy and AI, 2022 - Elsevier
Combustion science is an interdisciplinary study that involves nonlinear physical and
chemical phenomena in time and length scales, including complex chemical reactions and …

Applications of artificial intelligence‐based modeling for bioenergy systems: A review

M Liao, Y Yao - GCB Bioenergy, 2021 - Wiley Online Library
Bioenergy is widely considered a sustainable alternative to fossil fuels. However, large‐
scale applications of biomass‐based energy products are limited due to challenges related …

Estimation of biodiesel cetane number, density, kinematic viscosity and heating values from its fatty acid weight composition

EG Giakoumis, CK Sarakatsanis - Fuel, 2018 - Elsevier
A detailed statistical investigation was conducted in order to correlate some important
biodiesel properties with the respective methyl ester weight composition in fatty acids. The …

Prediction of the resilient modulus of compacted subgrade soils using ensemble machine learning methods

N Kardani, M Aminpour, MNA Raja, G Kumar… - Transportation …, 2022 - Elsevier
The accurate estimation of resilient modulus (MR) of compacted subgrade soil is imperative
for the safe and sustainable design of flexible pavement systems. The aim of this study is to …

A critical review on available models to predict engine fuel properties of biodiesel

KR Bukkarapu, A Krishnasamy - Renewable and Sustainable Energy …, 2022 - Elsevier
The engine fuel properties of biodiesel are required for fuel quality assessment, spray and
combustion modelling studies and engine optimization studies. Experimental measurement …

Modeling of cetane number of biodiesel from fatty acid methyl ester (FAME) information using GA-, PSO-, and HGAPSO-LSSVM models

A Bemani, Q Xiong, A Baghban, S Habibzadeh… - Renewable Energy, 2020 - Elsevier
One of the major properties of biodiesel fuels is cetane number (CN) which expresses the
ignition characteristics and quality of motor power. The main idea of this work was proposing …

Potential heterogeneous nano-catalyst via integrating hydrothermal carbonization for biodiesel production using waste cooking oil

RF Abdullah, U Rashid, B Hazmi, ML Ibrahim… - Chemosphere, 2022 - Elsevier
Hydrothermal carbonization (HTC) provides alternatives technique to produce a nanosize
activated carbon from biomass with a high surface area. Herein, this study we prepared …

Assessment of diesel engine performance when fueled with biodiesel from algae and microalgae: An overview

R Piloto-Rodríguez, Y Sánchez-Borroto… - … and Sustainable Energy …, 2017 - Elsevier
Biofuels derived from algae can have lower impact on the environment and the food supply
than biofuels produced from crops. The strain selection, cultivation method, culture …