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 review of the feedstocks, catalysts, and intensification techniques for sustainable biodiesel production

M Athar, S Zaidi - Journal of Environmental Chemical Engineering, 2020 - Elsevier
Due to the dwindling crude oil resources and the detrimental environmental effects of toxic
emissions from conventional diesel, biodiesel has gained importance over the last few years …

Current trends in biodiesel production technologies and future progressions: A possible displacement of the petro-diesel

F Akram, I ul Haq, SI Raja, AS Mir, SS Qureshi… - Journal of Cleaner …, 2022 - Elsevier
The rising energy demand of the world due to rapidly expanding population and accelerated
industrialization is primarily satisfied by non-renewable fossil fuels. Fossil fuels are depleting …

Comparision of fuel properties of biodiesel fuels produced from different oils to determine the most suitable feedstock type

F Yaşar - Fuel, 2020 - Elsevier
Energy, having primary importance in ensuring the prosperity and development of countries,
has recently become one of the most strategic parameters in the international arena …

A review of production, properties and advantages of biodiesel

VK Mishra, R Goswami - Biofuels, 2018 - Taylor & Francis
Continuous use of fossil fuels (non-renewable natural resources) are depleting fastaly and
its burning cousing accumulation of carbon dioxide in the environment. Renewable carbon …

Production of liquid biofuels from renewable resources

PS Nigam, A Singh - Progress in energy and combustion science, 2011 - Elsevier
This article is an up-to-date review of the literature available on the subject of liquid biofuels.
In search of a suitable fuel alternative to fast depleting fossil fuel and oil reserves and in …

Properties of various plants and animals feedstocks for biodiesel production

A Karmakar, S Karmakar, S Mukherjee - Bioresource technology, 2010 - Elsevier
As an alternative fuel biodiesel is becoming increasingly important due to diminishing
petroleum reserves and adverse environmental consequences of exhaust gases from …

Influence of fatty acid composition of raw materials on biodiesel properties

MJ Ramos, CM Fernández, A Casas, L Rodríguez… - Bioresource …, 2009 - Elsevier
The aim of this work was the study of the influence of the raw material composition on
biodiesel quality, using a transesterification reaction. Thus, ten refined vegetable oils were …

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 …

Application of machine learning algorithms for predicting the engine characteristics of a wheat germ oil–Hydrogen fuelled dual fuel engine

FJJS Bai, K Shanmugaiah, A Sonthalia… - International journal of …, 2023 - Elsevier
In this research work, performance and emission parameters of wheat germ oil (WGO)-
hydrogen dual fuel was investigated experimentally and these parameters were predicted …