Physical and Functional Characteristics of Extrudates Prepared from Quinoa Enriched with Goji Berry
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Methods
2.2.1. Regression Modeling and Statistical Analysis
Regr
2.2.2. Extrusion
2.2.3. Determination of Physical Characteristics
2.2.4. Determination of Functional Characteristics
2.2.5. Optimization of Physical and Functional Characteristics
3. Results and Discussion
3.1. Experimental Results
3.2. Expansion Ratio
3.3. Bulk Density
3.4. Water Absorption Index
3.5. Water Solubility Index
3.6. Hardness
3.7. Specific Mechanical Energy
3.8. Optimization
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
ER | Expansion Ratio |
BD | Bulk Density |
WAI | Water Absorption Index |
WSI | Water Solubility Index |
HD | Hardness |
SME | Specific Mechanical Energy |
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Number | Natural Levels | Coded Levels | ||
---|---|---|---|---|
Amount of Goji Berry, % | Moisture Content, % w.b. | X1 | X2 | |
1 | 1 | 13 | −1 | −1 |
2 | 5 | 13 | +1 | −1 |
3 | 1 | 19 | −1 | +1 |
4 | 5 | 19 | +1 | +1 |
5 | 3 | 16 | 0 | 0 |
6 | 3 | 16 | 0 | 0 |
7 | 3 | 16 | 0 | 0 |
№ | ER | BD, g/cm3 | WAI, g/g | WSI, % | HD, N | SME, Wh/kg |
---|---|---|---|---|---|---|
1 | 2.15 ± 0.05 a | 0.146 ± 0.004 a | 8.05 ± 0.06 a | 21.78 ± 0.27 a | 24.21 ± 0.94 a | 71.08 ± 1.99 a |
2 | 1.93 ± 0.06 b | 0.170 ± 0.004 b | 7.51 ± 0.12 b | 25.61 ± 0.53 b | 17.24 ± 1.33 b | 81.12 ± 2.01 b |
3 | 1.93 ± 0.03 b | 0.195 ± 0.004 c | 6.53 ± 0.14 c | 20.68 ± 0.39 c | 29.93 ± 0.32 c | 36.19 ± 1.36 c |
4 | 1.93 ± 0.01 b | 0.268 ± 0.012 d | 6.34 ± 0.12 c | 19.46 ± 0.22 d | 23.09 ± 1.02 a | 55.44 ± 2.22 d |
5 | 2.02 ± 0.02 c | 0.205 ± 0.010 c | 7.07 ± 0.03 d | 22.42 ± 0.26 e | 19.60 ± 0.51 d | 54.67 ± 2.28 d |
6 | 2.08 ± 0.05 ac | 0.156 ± 0.006 a | 7.07 ± 0.01 d | 21.98 ± 0.13 ae | 21.44 ± 0.51 e | 54.32 ± 2.34 d |
7 | 1.94 ± 0.05 b | 0.203 ± 0.006 c | 7.02 ± 0.02 d | 21.97 ± 0.07 a | 18.20 ± 0.65 b | 58.21 ± 1.16 d |
Response Variable | Value |
---|---|
ER | 2.03 |
BD | 0.17 g/cm3 |
WAI | 7.16 g/g |
WSI | 21.36% |
HD | 25.19 N |
SME | 51.28 Wh/kg |
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Dushkova, M.; Simitchiev, A.; Petrova, T.; Menkov, N.; Desseva, I.; Mihaylova, D. Physical and Functional Characteristics of Extrudates Prepared from Quinoa Enriched with Goji Berry. Appl. Sci. 2023, 13, 3503. https://doi.org/10.3390/app13063503
Dushkova M, Simitchiev A, Petrova T, Menkov N, Desseva I, Mihaylova D. Physical and Functional Characteristics of Extrudates Prepared from Quinoa Enriched with Goji Berry. Applied Sciences. 2023; 13(6):3503. https://doi.org/10.3390/app13063503
Chicago/Turabian StyleDushkova, Mariya, Apostol Simitchiev, Todorka Petrova, Nikolay Menkov, Ivelina Desseva, and Dasha Mihaylova. 2023. "Physical and Functional Characteristics of Extrudates Prepared from Quinoa Enriched with Goji Berry" Applied Sciences 13, no. 6: 3503. https://doi.org/10.3390/app13063503
APA StyleDushkova, M., Simitchiev, A., Petrova, T., Menkov, N., Desseva, I., & Mihaylova, D. (2023). Physical and Functional Characteristics of Extrudates Prepared from Quinoa Enriched with Goji Berry. Applied Sciences, 13(6), 3503. https://doi.org/10.3390/app13063503