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 …
sustainable. Due to the complexity and nonlinearity of processes for biodiesel production …
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 …
combustion modelling studies and engine optimization studies. Experimental measurement …
[HTML][HTML] A critical review of machine learning for lignocellulosic ethanol production via fermentation route
In this work, machine learning (ML) applications in lignocellulosic bioethanol production
were reviewed. First, the pretreatment-hydrolysis-fermentation route, the most commonly …
were reviewed. First, the pretreatment-hydrolysis-fermentation route, the most commonly …
Exploring the critical factors of algal biomass and lipid production for renewable fuel production by machine learning
In this work, the algal biomass productivity and its lipid content were explored using a
database containing 4670 instances extracted from the experimental results reported in 102 …
database containing 4670 instances extracted from the experimental results reported in 102 …
Biodiesel yield and properties optimization from Kusum oil by RSM
Biodiesel proved its existence as a superior alternative fuel for CI engines. But
commercialization of biodiesel as a fuel is restricted its demand as compared to diesel fuel …
commercialization of biodiesel as a fuel is restricted its demand as compared to diesel fuel …
A composition based approach to predict density, viscosity and surface tension of biodiesel fuels
The variations in biodiesel composition based on the feedstock used for its production result
in significant variations in the fuel properties and thereby, engine characteristics. This …
in significant variations in the fuel properties and thereby, engine characteristics. This …
Biodiesel production from sour cherry kernel oil as novel feedstock using potassium hydroxide catalyst: Optimization using response surface methodology
S Almasi, G Najafi, B Ghobadian, S Jalili - Biocatalysis and Agricultural …, 2021 - Elsevier
The current study has been done with the goal of biodiesel synthesis of sour cherry kernel
oil (SCKO). SCKO is a potential novel and free source for biodiesel production. SCKs have …
oil (SCKO). SCKO is a potential novel and free source for biodiesel production. SCKs have …
[HTML][HTML] Application of machine learning techniques to predict biodiesel iodine value
Biodiesel is a good alternative to fossil fuels for conventional engines, but determining the
properties of biodiesel can be a time-consuming and resource-intensive process. Therefore …
properties of biodiesel can be a time-consuming and resource-intensive process. Therefore …
[HTML][HTML] Towards predicting liquid fuel physicochemical properties using molecular dynamics guided machine learning models
Accurate determination of fuel properties of complex mixtures over a wide range of pressure
and temperature conditions is essential to utilizing alternative fuels. The present work aims …
and temperature conditions is essential to utilizing alternative fuels. The present work aims …
A machine learning framework for evaluating the biodiesel properties for accurate modeling of spray and combustion processes
The environment-friendly nature of biodiesel coupled with its inherent compression ignition
fuel characteristics like better ignition quality, and fuel bound oxygen may reduce sooting …
fuel characteristics like better ignition quality, and fuel bound oxygen may reduce sooting …