Ultrasound and Microwave Treatments to Produce Flexible Thermoplastic Starch–Brewers’ Spent Grain Composite Films
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.1.1. Characteristics and Treatment of BSG
2.1.2. Other Ingredients
2.2. Production of the Thermoplastic Starch–BSG Composite Films
2.3. Characterization of Starch–BSG Composite Films
2.3.1. Scanning Electron Microscope Analysis (SEM)
2.3.2. Moisture Content
2.3.3. Film Thickness
2.3.4. Film Density
2.3.5. Colorimetric Analyses
2.3.6. Analysis of Transmittance Spectra for Determination of Optical Properties
2.3.7. Determination of Water Solubility and Water Absorption
2.3.8. Soil Burial Degradation Tests
2.3.9. Tensile Strength Test
2.3.10. Statistical Analyses
3. Results and Discussion
3.1. SEM Images
3.2. Physical Characteristics of the Films
3.3. Chromatic Properties
3.4. Optical Properties
3.5. Water Resistance
3.6. Film Degradability
3.7. Tensile Properties
3.8. Results of PCA and Predictive Capability of the Fitting Models
3.9. Physicochemical Interpretation of Experimental Data and Statistics
3.10. Practical Applications of the Experimental Films
- -
- Flexible food pouches/bags for dry goods such as snacks or cereals, where high moisture resistance is not required;
- -
- Active edible coatings, since these materials could enhance food preservation due to the antioxidant properties of BSG phenolic compounds;
- -
- Packaging for fresh goods, due to the inherent low barrier properties of these materials;
- -
- Short-term food wrappers, to temporally protect them against potential contaminations from the environment;
- -
- Disposable agricultural mulch films since they quickly degrade in soil.
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| BSG | Brewers’ spent grain |
| L* | Lightness |
| a* | Position of color between red and green |
| b* | Position of color between yellow and blue |
| BI | Browning index |
| ΔE | Total color difference between the sample and a standard |
| SEM | Scanning electron microscopy |
| ANOVA | Analysis of variance |
| PCA | Principal component analysis |
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| Formulation | Ingredients | |||
|---|---|---|---|---|
| Distilled Water | Starch | Glycerol | BSG | |
| 0 | 80 | 10 | 10 | 0 |
| 1 | 80 | 9 | 10 | 1 |
| 3 | 80 | 7 | 10 | 3 |
| 5 | 80 | 5 | 10 | 5 |
| Type | % BSG | Sonication | Microwave Heating |
|---|---|---|---|
| 0/NS/450-80 | 0% | NS | 450 W-80 s |
| 0/S/450-80 | 0% | S | 450 W-80 s |
| 0/NS/450-90 | 0% | NS | 450 W-90 s |
| 0/S/450-90 | 0% | S | 450 W-90 s |
| 0/NS/900-45 | 0% | NS | 900 W-45 s |
| 0/S/900-45 | 0% | S | 900 W-45 s |
| 0/NS/900-50 | 0% | NS | 900 W-50 s |
| 0/S/900-50 | 0% | S | 900 W-50 s |
| 1/NS/450-80 | 1% | NS | 450 W-80 s |
| 1/S/450-80 | 1% | S | 450 W-80 s |
| 1/NS/450-90 | 1% | NS | 450 W-90 s |
| 1/S/450-90 | 1% | S | 450 W-90 s |
| 1/NS/900-45 | 1% | NS | 900 W-45 s |
| 1/S/900-45 | 1% | S | 900 W-45 s |
| 1/NS/900-50 | 1% | NS | 900 W-50 s |
| 1/S/900-50 | 1% | S | 900 W-50 s |
| 3/NS/450-80 | 3% | NS | 450 W-80 s |
| 3/S/450-80 | 3% | S | 450 W-80 s |
| 3/NS/450-90 | 3% | NS | 450 W-90 s |
| 3/S/450-90 | 3% | S | 450 W-90 s |
| 3/NS/900-45 | 3% | NS | 900 W-45 s |
| 3/S/900-45 | 3% | S | 900 W-45 s |
| 3/NS/900-50 | 3% | NS | 900 W-50 s |
| 3/S/900-50 | 3% | S | 900 W-50 s |
| 5/NS/450-80 | 5% | NS | 450 W-80 s |
| 5/S/450-80 | 5% | S | 450 W-80 s |
| 5/NS/450-90 | 5% | NS | 450 W-90 s |
| 5/S/450-90 | 5% | S | 450 W-90 s |
| 5/NS/900-45 | 5% | NS | 900 W-45 s |
| 5/S/900-45 | 5% | S | 900 W-45 s |
| 5/NS/900-50 | 5% | NS | 900 W-50 s |
| 5/S/900-50 | 5% | S | 900 W-50 s |
| Type | Moisture (%) | Thickness (mm) | Density (g/cm3) |
|---|---|---|---|
| 0/NS/450-80 | 12.07 ± 0.92 | 0.72 ± 0.10 | 0.893 ± 0.002 |
| 0/S/450-80 | 11.03 ± 0.28 | 0.69 ± 0.09 | 0.760 ± 0.000 |
| 0/NS/450-90 | 11.37 ± 0.80 | 0.74 ± 0.12 | 1.025 ± 0.001 |
| 0/S/450-90 | 10.22 ± 0.24 | 0.68 ± 0.10 | 0.705 ± 0.001 |
| 0/NS/900-45 | 11.07 ± 0.40 | 0.74 ± 0.09 | 0.859 ± 0.000 |
| 0/S/900-45 | 9.93 ± 0.34 | 0.72 ± 0.12 | 0.688 ± 0.001 |
| 0/NS/900-50 | 10.15 ± 0.17 | 0.75 ± 0.09 | 1.168 ± 0.000 |
| 0/S/900-50 | 9.95 ± 0.44 | 0.71 ± 0.12 | 1.219 ± 0.000 |
| 1/NS/450-80 | 11.28 ± 0.30 | 0.80 ± 0.09 | 0.995 ± 0.001 |
| 1/S/450-80 | 9.46 ± 0.33 | 0.81 ± 0.08 | 1.164 ± 0.001 |
| 1/NS/450-90 | 10.65 ± 0.84 | 0.73 ± 0.13 | 1.448 ± 0.001 |
| 1/S/450-90 | 10.12 ± 0.22 | 0.78 ± 0.08 | 1.186 ± 0.001 |
| 1/NS/900-45 | 9.51 ± 0.11 | 0.74 ± 0.11 | 1.456 ± 0.001 |
| 1/S/900-45 | 9.38 ± 0.17 | 0.85 ± 0.07 | 1.322 ± 0.001 |
| 1/NS/900-50 | 8.49 ± 0.77 | 0.79 ± 0.09 | 1.180 ± 0.001 |
| 1/S/900-50 | 9.12 ± 0.22 | 0.82 ± 0.07 | 1.303 ± 0.001 |
| 3/NS/450-80 | 20.23 ± 1.27 | 0.72 ± 0.12 | 1.503 ± 0.000 |
| 3/S/450-80 | 26.47 ± 2.01 | 0.78 ± 0.10 | 1.051 ± 0.000 |
| 3/NS/450-90 | 21.33 ± 0.45 | 0.77 ± 0.10 | 1.346 ± 0.000 |
| 3/S/450-90 | 24.40 ± 1.11 | 0.80 ± 0.11 | 1.274 ± 0.001 |
| 3/NS/900-45 | 23.35 ± 1.65 | 0.71 ± 0.13 | 1.170 ± 0.001 |
| 3/S/900-45 | 21.53 ± 0.72 | 0.79 ± 0.11 | 1.198 ± 0.000 |
| 3/NS/900-50 | 26.63 ± 1.80 | 0.72 ± 0.11 | 1.061 ± 0.001 |
| 3/S/900-50 | 17.11 ± 0.89 | 0.81 ± 0.08 | 1.154 ± 0.000 |
| 5/NS/450-80 | 20.49 ± 1.46 | 0.91 ± 0.07 | 1.046 ± 0.001 |
| 5/S/450-80 | 27.31 ± 4.22 | 0.87 ± 0.07 | 1.227 ± 0.000 |
| 5/NS/450-90 | 22.96 ± 2.06 | 0.86 ± 0.06 | 1.147 ± 0.001 |
| 5/S/450-90 | 25.28 ± 3.58 | 0.85 ± 0.09 | 1.361 ± 0.001 |
| 5/NS/900-45 | 25.60 ± 2.12 | 0.90 ± 0.06 | 1.375 ± 0.000 |
| 5/S/900-45 | 20.39 ± 2.88 | 0.89 ± 0.08 | 1.390 ± 0.001 |
| 5/NS/900-50 | 28.40 ± 0.82 | 0.83 ± 0.07 | 1.114 ± 0.001 |
| 5/S/900-50 | 16.77 ± 1.05 | 0.89 ± 0.10 | 1.492 ± 0.001 |
| Effect of BSG Content | |||
| 0% | 10.72 b | 0.72 a | 0.90 a |
| 1% | 9.75 a | 0.79 c | 1.26 c |
| 3% | 22.65 c | 0.76 b | 1.22 b |
| 5% | 23.40 d | 0.88 d | 1.27 d |
| Significance (p < 0.05) | * | * | * |
| Effect of Sonication | |||
| Not Sonicated | 17.08 b | 0.78 a | 1.16 a |
| Sonicated | 16.15 a | 0.80 a | 1.15 a |
| Significance (p < 0.05) | * | ||
| Effect of Microwave Treatment | |||
| 450 W-80 s | 17.27 d | 0.79 a | 1.08 a |
| 450 W-90 s | 17.04 c | 0.78 a | 1.17 b |
| 900 W-45 s | 16.34 b | 0.79 a | 1.18 c |
| 900 W-50 s | 15.83 a | 0.79 a | 1.21 d |
| Significance (p < 0.05) | * | * | |
| Type | L* | a* | b* | C* | Hue | ΔE* | Browning Index |
|---|---|---|---|---|---|---|---|
| 0/NS/450-80 | 89.45 ± 1.36 | −0.88 ± 0.13 | 6.05 ± 0.23 | 6.12 ± 0.23 | 98.27 ± 1.19 | 6.02 ± 1.30 | 6.12 ± 0.30 |
| 0/S/450-80 | 91.28 ± 0.78 | −0.76 ± 0.05 | 6.02 ± 0.27 | 6.07 ± 0.27 | 97.18 ± 0.48 | 4.33 ± 0.80 | 6.05 ± 0.26 |
| 0/NS/450-90 | 90.83 ± 1.02 | −0.78 ± 0.04 | 5.85 ± 0.26 | 5.90 ± 0.26 | 97.60 ± 0.36 | 4.67 ± 0.93 | 5.86 ± 0.28 |
| 0/S/450-90 | 91.78 ± 0.35 | −0.71 ± 0.06 | 5.58 ± 0.25 | 5.65 ± 0.28 | 97.20 ± 0.68 | 3.69 ± 0.41 | 5.55 ± 0.30 |
| 0/NS/900-45 | 91.64 ± 0.20 | −0.85 ± 0.04 | 6.05 ± 0.43 | 6.11 ± 0.43 | 98.05 ± 0.42 | 4.05 ± 0.33 | 5.98 ± 0.47 |
| 0/S/900-45 | 91.13 ± 0.61 | −0.76 ± 0.05 | 5.56 ± 0.35 | 5.61 ± 0.35 | 97.77 ± 0.87 | 4.28 ± 0.52 | 5.54 ± 0.40 |
| 0/NS/900-50 | 91.20 ± 0.51 | −0.82 ± 0.09 | 6.23 ± 0.31 | 6.28 ± 0.31 | 97.54 ± 0.60 | 4.52 ± 0.56 | 6.24 ± 0.34 |
| 0/S/900-50 | 91.86 ± 0.52 | −0.74 ± 0.03 | 5.63 ± 0.26 | 5.68 ± 0.26 | 97.48 ± 0.38 | 3.63 ± 0.56 | 5.58 ± 0.31 |
| 1/NS/450-80 | 85.04 ± 2.31 | −0.01 ± 0.00 | 14.04 ± 2.41 | 14.04 ± 2.41 | 90.24 ± 1.67 | 14.30 ± 3.26 | 17.80 ± 4.27 |
| 1/S/450-80 | 85.38 ± 0.54 | −0.12 ± 0.06 | 13.77 ± 0.44 | 13.77 ± 0.44 | 90.50 ± 0.26 | 13.85 ± 0.67 | 17.08 ± 0.75 |
| 1/NS/450-90 | 87.36 ± 0.77 | −0.38 ± 0.12 | 11.87 ± 0.79 | 11.88 ± 0.79 | 91.87 ± 0.33 | 11.10 ± 1.09 | 13.95 ± 1.17 |
| 1/S/450-90 | 86.12 ± 1.02 | −0.18 ± 0.06 | 12.76 ± 0.83 | 12.76 ± 0.83 | 90.84 ± 0.58 | 12.60 ± 1.28 | 15.52 ± 1.37 |
| 1/NS/900-45 | 87.05 ± 1.22 | −0.28 ± 0.09 | 11.96 ± 1.43 | 11.97 ± 1.43 | 91.42 ± 1.04 | 11.38 ± 1.87 | 14.23 ± 2.23 |
| 1/S/900-45 | 85.22 ± 1.57 | 0.04 ± 0.00 | 13.78 ± 1.81 | 13.78 ± 1.81 | 89.99 ± 1.46 | 13.98 ± 2.39 | 17.34 ± 3.08 |
| 1/NS/900-50 | 84.83 ± 1.75 | 0.03 ± 0.00 | 14.11 ± 1.71 | 14.11 ± 1.71 | 89.96 ± 0.71 | 14.48 ± 2.43 | 17.87 ± 3.01 |
| 1/S/900-50 | 84.90 ± 0.76 | 0.04 ± 0.00 | 13.74 ± 0.89 | 13.74 ± 0.89 | 89.87 ± 0.49 | 14.17 ± 1.15 | 17.29 ± 1.45 |
| 3/NS/450-80 | 76.12 ± 4.58 | 3.07 ± 1.41 | 22.96 ± 3.86 | 23.19 ± 3.99 | 82.75 ± 2.54 | 27.14 ± 6.08 | 38.98 ± 10.53 |
| 3/S/450-80 | 76.10 ± 2.46 | 2.84 ± 0.92 | 23.22 ± 1.81 | 23.41 ± 1.90 | 83.13 ± 1.73 | 27.31 ± 3.07 | 38.61 ± 5.59 |
| 3/NS/450-90 | 77.31 ± 2.94 | 2.33 ± 0.80 | 22.02 ± 2.63 | 22.15 ± 2.70 | 84.08 ± 1.30 | 25.55 ± 3.98 | 35.40 ± 7.16 |
| 3/S/450-90 | 75.00 ± 4.09 | 3.10 ± 1.25 | 23.57 ± 2.95 | 23.78 ± 3.08 | 82.72 ± 2.15 | 28.36 ± 5.06 | 40.62 ± 9.33 |
| 3/NS/900-45 | 78.26 ± 1.26 | 2.18 ± 0.43 | 21.30 ± 1.03 | 21.42 ± 1.06 | 84.18 ± 0.84 | 24.36 ± 1.57 | 33.20 ± 2.77 |
| 3/S/900-45 | 73.76 ± 2.21 | 3.39 ± 0.73 | 24.95 ± 1.62 | 25.05 ± 1.47 | 82.33 ± 1.11 | 30.22 ± 2.78 | 44.00 ± 5.72 |
| 3/NS/900-50 | 77.71 ± 3.30 | 2.56 ± 1.06 | 22.10 ± 2.90 | 22.25 ± 3.01 | 83.59 ± 1.65 | 25.35 ± 4.47 | 35.66 ± 8.54 |
| 3/S/900-50 | 73.99 ± 2.42 | 3.40 ± 0.84 | 24.65 ± 2.08 | 24.89 ± 2.17 | 82.25 ± 1.34 | 29.85 ± 3.24 | 43.32 ± 6.47 |
| 5/NS/450-80 | 57.39 ± 4.32 | 9.43 ± 1.37 | 31.04 ± 0.76 | 32.46 ± 0.96 | 73.14 ± 2.21 | 47.54 ± 3.87 | 87.35 ± 10.46 |
| 5/S/450-80 | 61.18 ± 2.39 | 8.29 ± 0.87 | 31.14 ± 0.88 | 32.23 ± 1.01 | 75.11 ± 1.26 | 44.39 ± 2.31 | 79.08 ± 6.96 |
| 5/NS/450-90 | 59.04 ± 3.43 | 8.79 ± 1.35 | 30.86 ± 0.77 | 32.10 ± 1.09 | 74.16 ± 1.99 | 45.98 ± 2.37 | 83.04 ± 10.10 |
| 5/S/450-90 | 60.39 ± 2.78 | 8.24 ± 0.86 | 30.48 ± 1.34 | 31.58 ± 1.40 | 74.88 ± 1.40 | 44.61 ± 2.41 | 78.37 ± 7.13 |
| 5/NS/900-45 | 54.71 ± 3.64 | 10.63 ± 1.30 | 30.74 ± 0.50 | 32.55 ± 0.55 | 70.93 ± 2.26 | 49.78 ± 3.15 | 93.29 ± 8.74 |
| 5/S/900-45 | 55.97 ± 4.36 | 10.19 ± 1.41 | 31.28 ± 1.02 | 32.92 ± 0.91 | 71.96 ± 2.62 | 48.99 ± 3.63 | 91.67 ± 9.05 |
| 5/NS/900-50 | 59.02 ± 3.91 | 9.11 ± 1.26 | 31.12 ± 0.60 | 32.44 ± 0.78 | 73.72 ± 2.03 | 46.23 ± 3.48 | 83.95 ± 9.56 |
| 5/S/900-50 | 55.93 ± 5.51 | 9.96 ± 1.96 | 30.42 ± 1.28 | 32.05 ± 1.55 | 71.95 ± 3.23 | 48.51 ± 5.13 | 90.26 ± 14.59 |
| Effect of BSG Content | |||||||
| 0% | 91.14 d | −0.79 a | 5.87 a | 5.93 a | 97.64 d | 4.40 a | 5.86 a |
| 1% | 85.74 c | −0.11 b | 13.25 b | 13.26 b | 90.58 c | 13.23 b | 16.38 b |
| 3% | 76.03 b | 2.86 c | 24.00 c | 23.27 c | 83.13 b | 27.27 c | 38.72 c |
| 5% | 57.95 a | 9.33 d | 30.88 d | 32.29 d | 73.23 a | 47.00 d | 85.88 d |
| Significance (p < 0.05) | * | * | * | * | * | * | * |
| Effect of Sonication | |||||||
| Not Sonicated | 77.94 b | 2.76 a | 18.00 a | 18.41 a | 86.36 b | 22.63 a | 36.17 a |
| Sonicated | 77.50 a | 2.89 b | 18.53 b | 18.93 b | 85.95 a | 23.30 b | 37.24 b |
| Significance (p < 0.05) | * | * | * | * | * | * | * |
| Effect of Microwave Treatment | |||||||
| 450 W-80 s | 77.76 b | 2.73 b | 18.49 c | 18.87 bc | 86.32 b | 23.07 b | 36.36 b |
| 450 W-90 s | 78.48 c | 2.55 a | 17.87 a | 18.22 a | 86.67 c | 22.07 a | 34.79 a |
| 900 W-45 s | 77.21 a | 3.07 d | 18.20 b | 18.68 b | 85.83 a | 23.38 b | 38.15 c |
| 900 W-50 s | 77.49 ab | 2.94 c | 18.50 c | 18.93 c | 85.79 a | 23.34 b | 37.52 c |
| Significance (p < 0.05) | * | * | * | * | * | * | * |
| Type | UV_A Blocking (%) | UV_B Blocking (%) | Opacity |
|---|---|---|---|
| 0/NS/450-80 | 73.64 ± 17.89 | 59.10 ± 15.01 | 0.67 ± 0.11 |
| 0/S/450-80 | 82.82 ± 9.61 | 60.98 ± 16.68 | 0.53 ± 0.08 |
| 0/NS/450-90 | 90.38 ± 6.20 | 74.90 ± 11.12 | 0.53 ± 0.13 |
| 0/S/450-90 | 80.08 ± 9.33 | 60.26 ± 11.64 | 0.47 ± 0.07 |
| 0/NS/900-45 | 86.08 ± 5.92 | 67.50 ± 9.28 | 0.54 ± 0.17 |
| 0/S/900-45 | 85.36 ± 5.47 | 64.94 ± 7.84 | 0.42 ± 0.06 |
| 0/NS/900-50 | 80.46 ± 6.34 | 54.63 ± 10.36 | 0.45 ± 0.04 |
| 0/S/900-50 | 80.57 ± 7.93 | 60.55 ± 9.53 | 0.51 ± 0.05 |
| 1/NS/450-80 | 96.40 ± 3.46 | 85.65 ± 8.05 | 0.59 ± 0.09 |
| 1/S/450-80 | 98.68 ± 1.08 | 91.95 ± 4.09 | 0.65 ± 0.08 |
| 1/NS/450-90 | 96.39 ± 1.42 | 85.00 ± 3.99 | 0.68 ± 0.10 |
| 1/S/450-90 | 98.59 ± 0.37 | 92.11 ± 0.84 | 0.71 ± 0.09 |
| 1/NS/900-45 | 97.37 ± 1.74 | 88.65 ± 5.55 | 0.76 ± 0.14 |
| 1/S/900-45 | 99.06 ± 0.28 | 93.66 ± 1.46 | 0.68 ± 0.09 |
| 1/NS/900-50 | 97.46 ± 2.41 | 89.11 ± 7.74 | 0.60 ± 0.12 |
| 1/S/900-50 | 98.21 ± 0.67 | 89.46 ± 3.43 | 0.68 ± 0.14 |
| 3/NS/450-80 | 99.72 ± 0.16 | 97.58 ± 0.63 | 1.31 ± 0.03 |
| 3/S/450-80 | 99.86 ± 0.05 | 98.46 ± 0.62 | 1.14 ± 0.05 |
| 3/NS/450-90 | 99.85 ± 0.07 | 97.96 ± 0.75 | 1.16 ± 0.03 |
| 3/S/450-90 | 99.92 ± 0.03 | 99.07 ± 0.22 | 1.16 ± 0.05 |
| 3/NS/900-45 | 99.86 ± 0.05 | 97.86 ± 0.63 | 1.19 ± 0.11 |
| 3/S/900-45 | 99.95 ± 0.01 | 99.21 ± 0.13 | 1.14 ± 0.02 |
| 3/NS/900-50 | 99.87 ± 0.09 | 98.34 ± 0.99 | 1.09 ± 0.12 |
| 3/S/900-50 | 99.90 ± 0.03 | 98.80 ± 0.38 | 1.10 ± 0.10 |
| 5/NS/450-80 | 99.96 ± 0.01 | 99.84 ± 0.07 | 1.80 ± 0.08 |
| 5/S/450-80 | 99.96 ± 0.01 | 99.81 ± 0.15 | 1.65 ± 0.22 |
| 5/NS/450-90 | 99.96 ± 0.01 | 99.76 ± 0.16 | 1.69 ± 0.12 |
| 5/S/450-90 | 99.96 ± 0.01 | 99.83 ± 0.09 | 1.74 ± 0.09 |
| 5/NS/900-45 | 99.97 ± 0.01 | 99.91 ± 0.02 | 1.57 ± 0.09 |
| 5/S/900-45 | 99.95 ± 0.00 | 99.86 ± 0.04 | 1.58 ± 0.17 |
| 5/NS/900-50 | 99.97 ± 0.00 | 99.90 ± 0.02 | 1.48 ± 0.05 |
| 5/S/900-50 | 99.96 ± 0.01 | 99.92 ± 0.01 | 1.54 ± 0.04 |
| Effect of BSG Content | |||
| 0% | 82.42 a | 61.28 a | 0.51 a |
| 1% | 97.77 b | 89.45 b | 0.67 b |
| 3% | 99.87 c | 94.42 c | 1.16 c |
| 5% | 99.96 c | 99.86 d | 1.63 d |
| Significance (p < 0.05) | * | * | * |
| Effect of Sonication | |||
| Not Sonicated | 94.81 a | 86.40 a | 1.01 b |
| Sonicated | 95.18 b | 88.05 b | 0.98 a |
| Significance (p < 0.05) | * | * | * |
| Effect of Microwave Treatment | |||
| 450 W-80 s | 93.83 a | 84.99 a | 1.04 d |
| 450 W-90 s | 95.64 c | 88.61 c | 1.02 c |
| 900 W-45 s | 95.95 c | 88.95 c | 0.98 b |
| 900 W-50 s | 94.95 b | 86.34 b | 0.93 a |
| Significance (p < 0.05) | * | * | * |
| Type | Water Absorption (%) | Water Solubility (%) | Weight Loss at 3 Days (%) | Weight Loss at 7 Days (%) | Weight Loss at 10 Days (%) | Weight Loss at 14 Days (%) |
|---|---|---|---|---|---|---|
| 0/NS/450-80 | 73.54 ± 7.89 | 42.69 ± 8.54 | 49.60 ± 4.25 | 55.92 ± 3.58 | 58.52 ± 13.25 | 68.59 ± 6.83 |
| 0/S/450-80 | 65.90 ± 2.53 | 43.57 ± 0.19 | 47.51 ± 25.59 | 59.16 ± 13.07 | 70.76 ± 20.03 | 71.64 ± 6.79 |
| 0/NS/450-90 | 73.45 ± 9.39 | 46.89 ± 2.80 | 41.92 ± 3.02 | 55.51 ± 0.18 | 71.56 ± 11.41 | 80.05 ± 9.42 |
| 0/S/450-90 | 62.03 ± 10.45 | 49.76 ± 4.05 | 45.07 ± 4.65 | 56.28 ± 8.56 | 79.46 ± 0.22 | 78.68 ± 5.03 |
| 0/NS/900-45 | 68.18 ± 7.45 | 43.29 ± 1.98 | 50.28 ± 2.90 | 52.70 ± 11.54 | 70.90 ± 9.15 | 76.56 ± 6.94 |
| 0/S/900-45 | 65.70 ± 4.51 | 50.58 ± 2.05 | 51.35 ± 2.04 | 56.29 ± 4.06 | 61.39 ± 0.87 | 80.97 ± 3.48 |
| 0/NS/900-50 | 70.64 ± 6.41 | 45.08 ± 0.53 | 53.24 ± 0.72 | 61.86 ± 1.44 | 72.21 ± 4.24 | 81.53 ± 4.02 |
| 0/S/900-50 | 61.78 ± 1.42 | 48.06 ± 0.52 | 53.85 ± 14.00 | 72.06 ± 3.38 | 76.42 ± 0.29 | 78.91 ± 8.19 |
| 1/NS/450-80 | 84.13 ± 4.68 | 55.16 ± 3.74 | 46.38 ± 3.99 | 52.55 ± 9.67 | 69.50 ± 10.52 | 84.84 ± 5.67 |
| 1/S/450-80 | 79.23 ± 1.62 | 50.75 ± 1.03 | 57.29 ± 1.29 | 60.89 ± 2.44 | 70.96 ± 19.03 | 77.41 ± 2.62 |
| 1/NS/450-90 | 67.11 ± 6.08 | 47.38 ± 7.54 | 44.01 ± 24.45 | 50.17 ± 3.91 | 61.31 ± 1.61 | 82.47 ± 2.72 |
| 1/S/450-90 | 76.76 ± 2.70 | 52.03 ± 1.33 | 54.47 ± 0.30 | 56.70 ± 3.59 | 62.04 ± 2.75 | 73.61 ± 3.36 |
| 1/NS/900-45 | 75.66 ± 4.27 | 50.75 ± 1.58 | 54.31 ± 2.13 | 56.70 ± 0.87 | 63.24 ± 4.61 | 76.74 ± 0.93 |
| 1/S/900-45 | 72.60 ± 4.02 | 49.42 ± 1.72 | 48.98 ± 3.45 | 49.13 ± 2.85 | 52.34 ± 0.82 | 66.50 ± 10.44 |
| 1/NS/900-50 | 72.55 ± 4.73 | 49.44 ± 1.19 | 38.46 ± 2.44 | 60.16 ± 5.26 | 66.51 ± 4.80 | 85.85 ± 5.90 |
| 1/S/900-50 | 69.58 ± 6.34 | 50.30 ± 1.69 | 53.15 ± 1.26 | 54.01 ± 0.17 | 63.70 ± 5.00 | 70.00 ± 6.75 |
| 3/NS/450-80 | 90.16 ± 5.73 | 47.17 ± 2.10 | 55.41 ± 0.48 | 56.57 ± 4.21 | 65.47 ± 2.99 | 73.26 ± 8.76 |
| 3/S/450-80 | 90.81 ± 7.09 | 50.76 ± 2.11 | 56.03 ± 4.89 | 64.53 ± 8.64 | 69.25 ± 6.24 | 74.53 ± 6.86 |
| 3/NS/450-90 | 92.89 ± 4.58 | 49.07 ± 2.08 | 57.07 ± 7.03 | 57.42 ± 0.47 | 62.72 ± 10.65 | 76.01 ± 4.09 |
| 3/S/450-90 | 85.87 ± 5.74 | 53.22 ± 1.73 | 62.92 ± 4.26 | 63.10 ± 9.21 | 63.81 ± 2.26 | 75.84 ± 2.89 |
| 3/NS/900-45 | 88.52 ± 7.15 | 47.02 ± 0.86 | 54.13 ± 2.65 | 62.74 ± 12.64 | 67.09 ± 9.32 | 78.52 ± 6.29 |
| 3/S/900-45 | 92.28 ± 7.46 | 52.64 ± 1.74 | 55.22 ± 1.34 | 60.70 ± 1.04 | 61.05 ± 2.94 | 76.38 ± 1.76 |
| 3/NS/900-50 | 92.89 ± 1.82 | 47.88 ± 1.89 | 54.15 ± 3.72 | 62.90 ± 3.10 | 62.87 ± 1.16 | 73.39 ± 4.03 |
| 3/S/900-50 | 91.91 ± 7.01 | 51.51 ± 0.99 | 53.99 ± 4.79 | 61.47 ± 5.61 | 66.26 ± 5.31 | 79.24 ± 6.40 |
| 5/NS/450-80 | 98.89 ± 1.33 | 51.51 ± 0.99 | 63.72 ± 5.34 | 64.32 ± 11.20 | 72.78 ± 8.53 | 80.62 ± 0.48 |
| 5/S/450-80 | 94.90 ± 3.86 | 55.23 ± 0.62 | 51.29 ± 5.95 | 63.29 ± 0.37 | 74.71 ± 1.84 | 78.20 ± 8.66 |
| 5/NS/450-90 | 97.77 ± 2.05 | 55.01 ± 2.01 | 62.14 ± 2.25 | 69.35 ± 1.75 | 70.93 ± 0.49 | 79.90 ± 4.95 |
| 5/S/450-90 | 96.75 ± 3.70 | 55.84 ± 0.95 | 59.58 ± 3.99 | 70.55 ± 7.53 | 74.11 ± 17.96 | 81.62 ± 0.99 |
| 5/NS/900-45 | 94.82 ± 3.15 | 54.52 ± 0.96 | 59.64 ± 4.76 | 65.47 ± 2.98 | 69.96 ± 3.36 | 75.70 ± 3.15 |
| 5/S/900-45 | 95.00 ± 6.76 | 54.13 ± 0.37 | 62.05 ± 3.44 | 71.01 ± 2.18 | 71.60 ± 7.06 | 71.74 ± 4.77 |
| 5/NS/900-50 | 100.00 ± 0 | 52.96 ± 0.15 | 60.61 ± 3.40 | 67.69 ± 12.64 | 67.90 ± 6.24 | 68.91 ± 25.63 |
| 5/S/900-50 | 87.76 ± 13.32 | 54.77 ± 6.40 | 60.68 ± 14.88 | 60.86 ± 8.25 | 72.55 ± 6.45 | 72.60 ± 4.51 |
| Effect of BSG Content | ||||||
| 0% | 67.65 a | 46.24 a | 49.10 a | 58.72 b | 70.15 c | 77.12 b |
| 1% | 74.70 b | 49.93 b | 49.63 a | 55.03 a | 63.70 a | 77.17 b |
| 3% | 90.67 c | 50.65 c | 56.12 b | 61.21 c | 64.81 b | 75.92 a |
| 5% | 95.73 d | 54.88 d | 59.96 c | 66.57 d | 71.82 d | 76.16 a |
| Significance (p < 0.05) | * | * | * | * | * | * |
| Effect of Sonication | ||||||
| Not Sonicated | 83.80 b | 49.35 a | 52.81 a | 59.51 a | 67.10 a | 77.70 b |
| Sonicated | 80.55 a | 51.49 b | 54.59 b | 61.25 b | 68.15 b | 75.49 a |
| Significance (p < 0.05) | * | * | * | * | * | * |
| Effect of Microwave Treatment | ||||||
| 450 W-80 s | 84.65 c | 50.24 a | 53.38 a | 59.68 ab | 69.02 b | 76.16 b |
| 450 W-90 s | 81.58 b | 51.09 b | 53.40 a | 59.88 b | 68.24 b | 78.52 c |
| 900 W-45 s | 81.59 b | 50.10 a | 54.49 b | 59.34 a | 64.70 a | 75.39 a |
| 900 W-50 s | 80.89 a | 50.28 a | 53.52 a | 62.63 c | 68.55 ab | 76.30 b |
| Significance (p < 0.05) | * | * | * | * | * | * |
| Type | Young’s Modulus (N/mm2) | Tensile Strength (N/mm2) | Strain at Maximum Force (%) |
|---|---|---|---|
| 0/NS/450-80 | 4.19 ± 0.44 | 0.37 ± 0.04 | 13.34 ± 2.92 |
| 0/S/450-80 | 3.08 ± 0.39 | 0.34 ± 0.05 | 16.05 ± 2.59 |
| 0/NS/450-90 | 4.10 ± 0.68 | 0.37 ± 0.07 | 15.20 ± 3.51 |
| 0/S/450-90 | 3.82 ± 0.37 | 0.42 ± 0.08 | 17.23 ± 3.56 |
| 0/NS/900-45 | 4.88 ± 1.58 | 0.42 ± 0.11 | 14.67 ± 3.42 |
| 0/S/900-45 | 5.94 ± 1.28 | 0.51 ± 0.13 | 14.25 ± 2.58 |
| 0/NS/900-50 | 5.48 ± 0.71 | 0.51 ± 0.07 | 17.47 ± 3.31 |
| 0/S/900-50 | 7.60 ± 1.59 | 0.73 ± 0.13 | 17.80 ± 3.73 |
| 1/NS/450-80 | 6.52 ± 0.92 | 0.57 ± 0.15 | 15.23 ± 4.40 |
| 1/S/450-80 | 6.17 ± 0.81 | 0.51 ± 0.12 | 13.25 ± 2.13 |
| 1/NS/450-90 | 6.57 ± 0.66 | 0.53 ± 0.03 | 12.60 ± 1.92 |
| 1/S/450-90 | 5.83 ± 1.23 | 0.47 ± 0.09 | 12.03 ± 1.58 |
| 1/NS/900-45 | 6.44 ± 0.70 | 0.51 ± 0.06 | 12.37 ± 2.43 |
| 1/S/900-45 | 7.84 ± 0.69 | 0.62 ± 0.07 | 13.43 ± 2.64 |
| 1/NS/900-50 | 6.42 ± 0.79 | 0.51 ± 0.11 | 13.06 ± 2.95 |
| 1/S/900-50 | 8.63 ± 1.01 | 0.60 ± 0.09 | 12.30 ± 2.09 |
| 3/NS/450-80 | 3.39 ± 0.50 | 0.31 ± 0.06 | 14.05 ± 2.15 |
| 3/S/450-80 | 3.16 ± 0.41 | 0.25 ± 0.04 | 11.12 ± 1.97 |
| 3/NS/450-90 | 2.94 ± 0.38 | 0.26 ± 0.03 | 13.20 ± 1.81 |
| 3/S/450-90 | 3.21 ± 0.43 | 0.22 ± 0.06 | 9.70 ± 2.22 |
| 3/NS/900-45 | 4.03 ± 0.25 | 0.35 ± 0.04 | 14.02 ± 1.78 |
| 3/S/900-45 | 4.61 ± 0.52 | 0.39 ± 0.06 | 13.58 ± 1.58 |
| 3/NS/900-50 | 4.16 ± 0.33 | 0.35 ± 0.03 | 14.30 ± 1.56 |
| 3/S/900-50 | 4.55 ± 0.34 | 0.38 ± 0.04 | 13.72 ± 1.44 |
| 5/NS/450-80 | 2.97 ± 1.31 | 0.22 ± 0.10 | 11.35 ± 1.36 |
| 5/S/450-80 | 2.89 ± 0.92 | 0.21 ± 0.06 | 12.10 ± 1.79 |
| 5/NS/450-90 | 2.28 ± 0.42 | 0.18 ± 0.03 | 12.58 ± 1.31 |
| 5/S/450-90 | 2.31 ± 0.53 | 0.17 ± 0.02 | 11.38 ± 1.60 |
| 5/NS/900-45 | 3.63 ± 1.41 | 0.26 ± 0.08 | 12.50 ± 0.98 |
| 5/S/900-45 | 3.04 ± 0.23 | 0.21 ± 0.02 | 12.80 ± 2.23 |
| 5/NS/900-50 | 2.41 ± 0.31 | 0.18 ± 0.04 | 12.05 ± 2.08 |
| 5/S/900-50 | 3.68 ± 0.33 | 0.24 ± 0.04 | 11.20 ± 1.63 |
| Effect of BSG Content | |||
| 0% | 4.89 c | 0.46 c | 15.75 c |
| 1% | 6.80 d | 0.54 d | 13.03 b |
| 3% | 3.76 b | 0.31 b | 12.95 b |
| 5% | 2.90 a | 0.21 a | 11.97 a |
| Significance (p < 0.05) | * | * | * |
| Effect of Sonication | |||
| Not Sonicated | 4.40 a | 0.37 a | 13.62 b |
| Sonicated | 4.77 b | 0.39 b | 13.25 a |
| Significance (p < 0.05) | * | * | * |
| Effect of Microwave Treatment | |||
| 450 W-80 s | 4.05 b | 0.35 b | 13.30 ab |
| 450 W-90 s | 3.88 a | 0.33 a | 12.99 a |
| 900 W-45 s | 5.05 c | 0.41 c | 13.45 b |
| 900 W-50 s | 5.37 d | 0.44 d | 13.99 c |
| Significance (p < 0.05) | * | * | * |
| Equations | ||||||||
|---|---|---|---|---|---|---|---|---|
| Density = 0.42161 + 0.38937*BSG + 0.00001*MW − 1.10127*US − 0.02830*BSG2 − 0.00001*BSG*MW + 0.05068*BSG*US + 0.00002*MW*US | ||||||||
| UV_A blocking = 10.6283*BSG + 0.0065*MW + 12.3882*US − 1.5440*BSG2 − 0.00000007*MW2 − 0.0003*MW*US | ||||||||
| UV_B blocking = −188.86 + 21.686*BSG + 0.012*MW + 19.613*US − 2.932*BSG2 − 0.0000001*MW2 − 0.0004*MW*US | ||||||||
| Water absorption = 93.67707 + 5.97604*BSG − 0.00062*MW − 0.88280*BSG2 + 0.00011*BSG*MW − 0.00008*MW*US | ||||||||
| Water solubility = 46.13619 + 1.42326*BSG + 0.00005*MW*US | ||||||||
| Weight loss at 3 days = 46.07054 + 2.98232*BSG − 1.29109*BSG*US + 0.00012*MW*US | ||||||||
| Weight loss at 7 days = 192.2305 + 4.1537*BSG − 0.0078*MW + 25.4993*US + 0.5781*BSG2 + 0.0000001*MW2 − 0.0001*BSG*MW + −0.6266*BSG*US − 0.0006*MW*US | ||||||||
| Weight loss at 10 days = 249.4446 − 0.0091*MW + 1.2051*BSG2 + 0.0000001*MW2 − 0.0001*BSG*MW + 0.3759*BSG*US | ||||||||
| Weight loss at 14 days = 56.69738 + 10.12015*BSG + 0.00055*MW − 3.94275*US − 0.00027*BSG*MW + 0.77960*BSG*US | ||||||||
| Young’s modulus = 34.6128 + 2.57098*BSG − 0.00167*MW − 7.07627*US − 0.13288*BSG2 + 0.00000002*MW2 − 0.00006*BSG*MW + 0.00018*MW*US | ||||||||
| Tensile strength = 3.187055 + 0.181482*BSG − 0.000151*MW − 0.486413*US − 0.00791*BSG2 + 0.000000002*MW2 − 0.000005*BSG*MW − 0.015258*BSG*US + 0.000013*MW*US | ||||||||
| Strain at maximum force = 56.09974 − 0.00219*MW + 0.17428*BSG2 + 0.00000002*MW2 − 0.00003*BSG*MW − 0.21204*BSG*US | ||||||||
| Statistics of the quadratic models | ||||||||
| Dependent Variable | R2 | Model | Residual | F | ||||
| SS | df | MS | SS | df | MS | |||
| Density (g/cm3) | 0.499 | 11.449 | 7 | 1.636 | 11.513 | 472 | 24.392 | 67.053 |
| UV_A blocking (%) | 0.757 | 22,609.37 | 6 | 3768.228 | 7292.297 | 473 | 15.417 | 244.418 |
| UV_B blocking (%) | 0.856 | 10,8945.80 | 7 | 15,563.680 | 18,468.66 | 472 | 39.128 | 397.758 |
| Water absorption (%) | 0.893 | 64,699.17 | 5 | 12,939.830 | 7739.574 | 474 | 16.328 | 792.483 |
| Water solubility (%) | 0.567 | 4154.04 | 2 | 2077.021 | 3168.500 | 477 | 6.643 | 312.649 |
| Weight loss 3 days (%) | 0.532 | 10,844.30 | 3 | 3614.768 | 9543.211 | 476 | 20.049 | 180.299 |
| Weight loss 7 days (%) | 0.527 | 9418.35 | 8 | 1177.293 | 8441.158 | 471 | 17.922 | 65.691 |
| Weight loss 10 days (%) | 0.360 | 6410.72 | 5 | 1282.145 | 11,398.010 | 474 | 24.064 | 53.319 |
| Weight loss 14 days (%) | 0.187 | 2286.13 | 5 | 457.226 | 9959.659 | 474 | 21.012 | 21.760 |
| Young’s modulus (N/mm2) | 0.625 | 945.67 | 7 | 135.094 | 568.424 | 472 | 1.204 | 112.178 |
| Tensile strength (N/mm2) | 0.736 | 8.27 | 8 | 1.034 | 2.975 | 471 | 0.006 | 163.710 |
| Strain at maximum force (%) | 0.327 | 885.55 | 5 | 177.109 | 1818.637 | 474 | 3.837 | 146.161 |
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Baiano, A.; Di Palma, A.; Fiore, A. Ultrasound and Microwave Treatments to Produce Flexible Thermoplastic Starch–Brewers’ Spent Grain Composite Films. Polymers 2026, 18, 967. https://doi.org/10.3390/polym18080967
Baiano A, Di Palma A, Fiore A. Ultrasound and Microwave Treatments to Produce Flexible Thermoplastic Starch–Brewers’ Spent Grain Composite Films. Polymers. 2026; 18(8):967. https://doi.org/10.3390/polym18080967
Chicago/Turabian StyleBaiano, Antonietta, Antonella Di Palma, and Anna Fiore. 2026. "Ultrasound and Microwave Treatments to Produce Flexible Thermoplastic Starch–Brewers’ Spent Grain Composite Films" Polymers 18, no. 8: 967. https://doi.org/10.3390/polym18080967
APA StyleBaiano, A., Di Palma, A., & Fiore, A. (2026). Ultrasound and Microwave Treatments to Produce Flexible Thermoplastic Starch–Brewers’ Spent Grain Composite Films. Polymers, 18(8), 967. https://doi.org/10.3390/polym18080967

