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 …

Cellulosic biomass fermentation for biofuel production: Review of artificial intelligence approaches

MH Naveed, MNA Khan, M Mukarram, SR Naqvi… - … and Sustainable Energy …, 2024 - Elsevier
Scarcity in fossil fuel reserves and their environmental impacts has forced the world towards
the production of clean and environment-friendly fuels called biofuels. This review focuses …

[HTML][HTML] Biodiesel production from waste cooking oil: a comprehensive review on the application of heterogenous catalysts

S Banga, VV Pathak - Energy Nexus, 2023 - Elsevier
Abstract Development of sustainable energy resources is the need of present day in view of
the depleting energy resources and increase in the energy demand throughout the world …

[HTML][HTML] Machine learning approaches to modeling and optimization of biodiesel production systems: State of art and future outlook

NB Ishola, EI Epelle, E Betiku - Energy Conversion and Management: X, 2024 - Elsevier
One of the main limitations to the economic sustainability of biodiesel production remains
the high feedstock cost. Modeling and optimization are crucial steps to determine if …

Prandtl number of optimum biodiesel from food industrial waste oil and diesel fuel blend for diesel engine

OD Samuel, MA Waheed, A Taheri-Garavand… - Fuel, 2021 - Elsevier
Unconventional biodiesel characterization techniques using thermophysical and transport
properties have been receiving increasing attention due to its advantages over fundamental …

[HTML][HTML] Green heterogeneous base catalyst from ripe and unripe plantain peels mixture for the transesterification of waste cooking oil

OA Falowo, B Oladipo, AE Taiwo, AT Olaiya… - Chemical Engineering …, 2022 - Elsevier
Economical feedstocks such as agricultural wastes, food wastes, and waste cooking oil were
used for biodiesel production to expand their application. Thus, a solid base catalyst was …

Biodiesel production from waste cooking oil: a perspective on catalytic processes

M Cerón Ferrusca, R Romero, SL Martínez… - Processes, 2023 - mdpi.com
Presently, the use of fossil fuels is not ecologically sustainable, which results in the need for
new alternative energies such as biodiesel. This work presents a review of the classification …

[HTML][HTML] An artificial intelligence approach to model and optimize biodiesel production from waste cooking oil using life cycle assessment and market dynamics …

M Corral-Bobadilla, R Lostado-Lorza… - Energy, 2024 - Elsevier
Biodiesel has emerged as a viable alternative to fuel, offering a more sustainable and
environmentally friendly energy option. The current study explores the modeling and …

Optimizing biodiesel production from waste with computational chemistry, machine learning and policy insights: a review

AI Osman, M Nasr, M Farghali, AK Rashwan… - Environmental …, 2024 - Springer
The excessive reliance on fossil fuels has resulted in an energy crisis, environmental
pollution, and health problems, calling for alternative fuels such as biodiesel. Here, we …

[HTML][HTML] Performance comparison of empirical model and Particle Swarm Optimization & its boiling point prediction models for waste sunflower oil biodiesel

OD Samuel, M Kaveh, OJ Oyejide, PV Elumalai… - Case Studies in Thermal …, 2022 - Elsevier
The absence of correlations for predicting the boiling point of biodiesels prevents fuel users
to achieve effective engine performance. Among the quality regulator of rudimentary fuel …