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Optimization of Ultrasound-Assisted Extraction of Spent Coffee Grounds Oil Using Response Surface Methodology
- Source :
- Processes, Vol 9, Iss 2085, p 2085 (2021), Processes; Volume 9; Issue 11; Pages: 2085
- Publication Year :
- 2021
- Publisher :
- MDPI AG, 2021.
-
Abstract
- Spent coffee grounds (SCGs) generated in coffee processing for beverages and other products are a very significant organic residue that needs to be properly treated. Waste valorization via oil extraction has the potential to obtain compounds that can be used for producing biodiesel or other high-value products, such as polymers. This work focuses on the ultrasound-assisted extraction of SCG oil using n-hexane as a solvent. Three key process parameters are analyzed: temperature, extraction time, and liquid/solid (L/S) rate of solvent, using a central composite rotatable design (CCRD), an analysis that, to the author’s knowledge, is not yet available in the literature. The data were analyzed using the software StatSoft STATISTICA 13.1 (TIBCO Software Inc., Palo Alto, CA, USA). Results show that all parameters have a statistical influence on the process performance (p < 0.05), being the L/S ratio the most significant, followed by extraction time and temperature. An analysis of variance (ANOVA) showed that the empirical model is a good fit to the experimental data at a 95% confidence level. For the range of conditions considered in this work, the optimal operating conditions for obtaining an oil extraction yield in the range of 12 to 13%wt are a solvent L/S ratio of around 16 mL g−1, for a temperature in the range of 50 to 60 °C, and the longest contact time, limited by the process economics and health and safety issues and also, by the n-hexane boiling temperature.
- Subjects :
- Residue (complex analysis)
Biodiesel
analysis of variance (ANOVA)
central composite rotatable design (CCRD)
factorial design
n-hexane
spent coffee grounds (SCG)
ultrasound-assisted extraction (UAE) method
waste valorization
Chemical technology
Process Chemistry and Technology
Extraction (chemistry)
Bioengineering
TP1-1185
Factorial experiment
Pulp and paper industry
Solvent
Chemistry
Boiling point
Yield (chemistry)
Chemical Engineering (miscellaneous)
Response surface methodology
QD1-999
Mathematics
Subjects
Details
- ISSN :
- 22279717
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- Processes
- Accession number :
- edsair.doi.dedup.....73d72eca8c51c93ba00b4cba5665e209
- Full Text :
- https://doi.org/10.3390/pr9112085