2022
DOI: 10.1155/2022/3690635
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Optimization of Oil Yield from the Macro Algae Spirogyra by Solvent Extraction Process Using RSM and ANN

Abstract: The present work was done to optimize the process parameters of the oil extraction from the algae species spirogyra by using n-hexane as the solvent using the Soxhlet apparatus. The response surface methodology (RSM) and artificial neural network (ANN) were employed to optimize the particle size of the algae powder, dryness level of the algae powder, solid to solvent ratio, reaction time, and extraction temperature of the oil extraction process. Also, the physiochemical properties of the extracted oil were inv… Show more

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Cited by 4 publications
(1 citation statement)
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“…The main reason for using the solvent extraction method is that the solvents used have the ability to break down the cells of the algae to the complete level and, in turn, increase the biooil yield to a higher level. The other advantages of the solvent extraction method are the scaling up of the process is easier and the process is very quick, making it a timeefficient process [10,31,32].…”
Section: Introductionmentioning
confidence: 99%
“…The main reason for using the solvent extraction method is that the solvents used have the ability to break down the cells of the algae to the complete level and, in turn, increase the biooil yield to a higher level. The other advantages of the solvent extraction method are the scaling up of the process is easier and the process is very quick, making it a timeefficient process [10,31,32].…”
Section: Introductionmentioning
confidence: 99%