Optimizing biodiesel production from waste with computational chemistry, machine learning and policy insights: a review
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 …
pollution, and health problems, calling for alternative fuels such as biodiesel. Here, we …
Predicting biodiesel properties and its optimal fatty acid profile via explainable machine learning
M Suvarna, MI Jahirul, WH Aaron-Yeap, CV Augustine… - Renewable Energy, 2022 - Elsevier
The accurate prediction of biodiesel fuel properties and determination of its optimal fatty acid
(FA) profiles is a non-trivial process. To this aim, machine learning (ML) based predictive …
(FA) profiles is a non-trivial process. To this aim, machine learning (ML) based predictive …
Artificial intelligence and machine learning models application in biodiesel optimization process and fuel properties prediction
Inefficient transesterification, low-quality fuel properties, and high resource consumption are
the bottlenecks associated with conventional biodiesel production. The current research …
the bottlenecks associated with conventional biodiesel production. The current research …
[HTML][HTML] Experimental study of the use of plastic pyrolysis oil as an additive to improve physicochemical properties and performance rubber seed biodiesel
The purpose of this study was to determine the effect of using Pyrolysis Plastic Oil (PPO) as
an additive to improve the physicochemical properties and performance of Rubber Seed …
an additive to improve the physicochemical properties and performance of Rubber Seed …
Evaluation of tetradecyl methacrylate-hydroxyethyl methacrylate copolymers and their synergies with other polymeric pour point depressants to improve cold flow …
Blending biodiesel with petrochemical diesel is an effective method to alleviate the global
petrochemical energy shortage, but the application of biodiesel-diesel blends is always …
petrochemical energy shortage, but the application of biodiesel-diesel blends is always …
Modeling the effects of biodiesel chemical composition on iodine value using novel machine learning algorithm
Y Huang, F Li, G Bao, Q Xiao, H Wang - Fuel, 2022 - Elsevier
Biodiesel is a promising renewable energy the use of which facilitates the goals of carbon
neutrality and timely carbon peak. The iodine value (IV), one of the major properties of …
neutrality and timely carbon peak. The iodine value (IV), one of the major properties of …
Catalytic cracking of waste cooking oil followed with hydro-isomerization for high-quality biofuel production
X Jiang, F Long, X Cao, J Zhao, P Liu, J Xu - Journal of Cleaner Production, 2022 - Elsevier
Desulfurization and molecular structural modification are critical steps for producing high-
quality biofuel. Here, we demonstrated an efficient and environmentally desulfurization …
quality biofuel. Here, we demonstrated an efficient and environmentally desulfurization …
Strategic approach for converting fat-rich food waste into high-quality biodiesel using black soldier fly larvae for sustainable bioenergy
Food waste (FW) comprises carbohydrates, proteins, lipids, and water, posing technical
challenges for effective treatment and valorisation. This study addresses these challenges …
challenges for effective treatment and valorisation. This study addresses these challenges …
Fast characterization of biodiesel via a combination of ATR-FTIR and machine learning models
C Chen, R Liang, S Xia, D Hou, B Abdoulaye, J Tao… - Fuel, 2023 - Elsevier
This study proposed a fast characterization method for biodiesel based on attenuated total
reflection flourier-transform infrared spectroscopy and machine learning models. The …
reflection flourier-transform infrared spectroscopy and machine learning models. The …
Design of optimal Elman Recurrent Neural Network based prediction approach for biofuel production
Renewable sources like biofuels have gained significant attention to meet the rising
demands of energy supply. Biofuels find useful in several domains of energy generation …
demands of energy supply. Biofuels find useful in several domains of energy generation …