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[HTML][HTML] Machine learning approaches to modeling and optimization of biodiesel production systems: State of art and future outlook
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 …
the high feedstock cost. Modeling and optimization are crucial steps to determine if …
Biodiesel synthesis from Ceiba pentandra oil by microwave irradiation-assisted transesterification: ELM modeling and optimization
In this study, microwave irradiation-assisted transesterification was used to produce Ceiba
pentandra biodiesel, which accelerates the rate of reaction and temperature within a shorter …
pentandra biodiesel, which accelerates the rate of reaction and temperature within a shorter …
Crude rubber seed oil esterification using a solid catalyst: Optimization by hybrid adaptive neuro-fuzzy inference system and response surface methodology
Esterifying high free fatty acid (FFA) oil with acid is necessary to avoid soap formation during
biodiesel production. Thus, this study evaluated the efficacies of response surface …
biodiesel production. Thus, this study evaluated the efficacies of response surface …
Application of agricultural waste-based catalysts to transesterification of esterified palm kernel oil into biodiesel: a case of banana fruit peel versus cocoa pod husk
VO Odude, AJ Adesina, OO Oyetunde… - Waste and biomass …, 2019 - Springer
This study aimed at modeling and optimizing the production of fatty acid methyl esters from
esterified palm kernel oil using two heterogeneous biowaste catalysts namely calcined …
esterified palm kernel oil using two heterogeneous biowaste catalysts namely calcined …
[HTML][HTML] A review of an artificial intelligence framework for identifying the most effective palm oil prediction
Machine Learning (ML) offers new precision technologies with intelligent algorithms and
robust computation. This technology benefits various agricultural industries, such as the …
robust computation. This technology benefits various agricultural industries, such as the …
Optimization of microwave-assisted solvent extraction of non-edible sandbox (Hura crepitans) seed oil: A potential biodiesel feedstock
AP Ibrahim, RO Omilakin, E Betiku - Renewable Energy, 2019 - Elsevier
In this study, modeling and optimization of the microwave-assisted solvent extraction
(MASE) of sandbox seed oil (SSO) were investigated. D-optimal design with two numeric …
(MASE) of sandbox seed oil (SSO) were investigated. D-optimal design with two numeric …
Combination of computational fluid dynamics, adaptive neuro-fuzzy inference system, and genetic algorithm for predicting discharge coefficient of rectangular side …
Side orifices are used to divide and adjust flow into aeration ponds, sedimentation
reservoirs, flocculation units, and other hydraulic and environmental areas. In this study, the …
reservoirs, flocculation units, and other hydraulic and environmental areas. In this study, the …
Neem-castor seed oil esterification modelling: comparison of RSM and ANFIS
Even though the desirable fuel properties and enhanced engine characteristics of an IC
engine have led to the adoption of hybrid second generational oily feedstock (HSGOF) over …
engine have led to the adoption of hybrid second generational oily feedstock (HSGOF) over …
Mathematical modeling and optimization studies by Artificial neural network, genetic algorithm and response surface methodology: a case of ferric sulfate–catalyzed …
KE Okpalaeke, TH Ibrahim, LM Latinwo… - Frontiers in Energy …, 2020 - frontiersin.org
High free fatty acids (FFA) content in oils poses challenges such as soap formation and
difficulty in the separation of by-products in direct transesterification of oil to biodiesel, which …
difficulty in the separation of by-products in direct transesterification of oil to biodiesel, which …
Kariya (Hildegardia barteri) seed oil extraction: comparative evaluation of solvents, modeling, and optimization techniques
In this work, the effects of solid/solvent ratio (0.10–0.25 g/ml), extraction time (3–8 h), and
solvent type (n-hexane, ethyl acetate, and acetone) together with their shared interactions …
solvent type (n-hexane, ethyl acetate, and acetone) together with their shared interactions …