BADJONA, Abraham, BRADSHAW, Robert, MILLMAN, Caroline, HOWARTH, Martin and DUBEY, Bipro (2024). Response surface methodology guided approach for optimization of protein isolate from Faba bean. Part 1/2. Ultrasonics Sonochemistry, 109: 107012. [Article]
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Millman-ResponseSurfaceMethodology(AM).pdf - Accepted Version
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Millman-ResponseSurfaceMethodology(AM).pdf - Accepted Version
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34059:645853
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Millman-ResponseSurfaceMethodology(VoR).pdf - Published Version
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Millman-ResponseSurfaceMethodology(VoR).pdf - Published Version
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Abstract
Ultrasound-assisted extraction (UAE) was evaluated as a green procedure to produce faba beans protein isolates from faba beans. Magnetic stirring was performed as conventional extraction. A three-level five-factor Box-Behnken Design (BBD) was applied to obtain the optimal UAE conditions to concurrently maximize extraction yield and protein content. The response surface methodology (RSM) showed a quadratic curvature for extraction yield and protein. The optimal extraction conditions were determined as: Power of 123 W, solute/solvent ratio of 0.06 (1:15 g/mL), sonication time of 41 min, and total volume of 623 mL with a desirability value of 0.82. Under these conditions, the extraction yield of 19. 75 ± 0.87 % (Protein yield of 67.84 %) and protein content of 92.87 ± 0.53 % were obtained for optimum ultrasound extraction. Control samples using magnetic stirring under similar conditions without ultrasound treatment showed an extraction yield of 16.41 ± 0.02 % (Protein yield of 54.65 %) and a protein content of 89. 88 ± 0.40 %. This shows that BBD can effectively be used to optimize the extraction of proteins from faba beans using optimal extraction conditions, resulting in a higher extraction yield and protein purity.
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