Author Affiliations
1College of Materials Science and Engineering, South China University of Technology, Guangzhou, Guangdong 510640, China2State Key Laboratory of Luminescent Materials and Devices, South China University of Technology, Guangzhou, Guangdong 510640, China3School of Intelligent Manufacturing and Equipment, Shenzhen Institute of Information Technology, Shenzhen, Guangdong 518172, Chinashow less
Fig. 1. Spatial illumination uniformity evaluation system
Fig. 2. Scheme structures of plant growth shelves. (a) Scheme I; (b) scheme II; (c) scheme III
Fig. 3. Local section of plant growth shelf in scheme I and related parameters
Fig. 4. Local section of plant growth shelf in scheme II and related parameters
Fig. 5. Local section of plant growth shelf in scheme III and related parameters
Fig. 6. SN corresponding to each level of each factor in scheme I. (a) Illumination uniformity of horizontal plane; (b) illumination uniformity of vertical plane; (c) color-mixed uniformity of horizontal plane; (d) color-mixed uniformity of vertical plane
Fig. 7. SN corresponding to each level of each factor in scheme II. (a) Illumination uniformity of horizontal plane; (b) illumination uniformity of vertical plane; (c) color-mixed uniformity of horizontal plane; (d) color-mixed uniformity of vertical plane
Fig. 8. SN corresponding to each level of each factor in scheme III. (a) Illumination uniformity of horizontal plane; (b) illumination uniformity of vertical plane; (c) color-mixed uniformity of horizontal plane; (d) color-mixed uniformity of vertical plane
Fig. 9. Variation of each attribute with factor A. (a) Illumination uniformity and color-mixed uniformity of horizontal plane;(b) illumination uniformity and color-mixed uniformity of vertical plane
Fig. 10. Variation of each attribute with factor C. (a) Illumination uniformity and color-mixed uniformity ofhorizontal plane; (b) illumination uniformity and color-mixed uniformity of vertical plane
Fig. 11. Optimal result of plant growth shelf. (a) Illumination map of horizontal plane; (b) chromaticity map of horizontal plane; (c) full color-mixed map of horizontal plane; (d) illumination map of vertical plane; (e) chromaticity map of vertical plane; (f) full color-mixed map of vertical plane
Fig. 12. Plant growth model
Fig. 13. Illumination uniformity and color-mixed uniformity at each plant height. (a) Illumination uniformity and color-mixed uniformity of planting plane; (b) illumination uniformity and color-mixed uniformity of plant top plane; (c) illumination uniformity and color-mixed uniformity of plant side plane
Fig. 14. Array LED structure and uniformity properties. (a) Array LED structure; (b) illuminance uniformity of reference surface at each plant height; (c) illuminance distribution of vertical reference plane
Code | Factor | Number oflevels | Value |
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1 | 2 | 3 |
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A | H | 3 | 300 mm | 400 mm | 500 mm | B | L | 3 | 150 mm | 200 mm | 250 mm | C | a | 3 | 0.25 | 0.50 | 0.75 | D | l | 3 | 10 mm | 15 mm | 20 mm |
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Table 1. Influence factors of plant growth shelf in scheme I and its control levels
Code | Factor | Number oflevels | Value |
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1 | 2 | 3 |
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A | H | 3 | 300 mm | 400 mm | 500 mm | B | L | 3 | 150 mm | 200 mm | 250 mm | C | h | 3 | 20 mm | 30 mm | 40 mm | D | l | 3 | 10 mm | 15 mm | 20 mm |
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Table 2. Influence factors of plant growth shelf in scheme II and its control levels
Code | Factor | Number of levels | Value |
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1 | 2 | 3 |
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A | H | 3 | 300 mm | 400 mm | 500 mm | B | L | 3 | 150 mm | 200 mm | 250 mm | C | a | 3 | 0.25 | 0.50 | 0.75 | D | h | 3 | 20 mm | 30 mm | 40 mm | E | l | 3 | 10 mm | 15 mm | 20 mm |
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Table 3. Influence factors of plant growth shelf in scheme III and its control levels
Experiment No. | Level | Illuminationuniformityof horizontalplane /% | Color-mixeduniformityof horizontalplane /% | Illuminationuniformityof verticalplane/% | Color-mixeduniformityof verticalplane /% |
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A | B | C | D |
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1 | 1 | 1 | 1 | 1 | 92.57 | 88.55 | 82.08 | 87.35 | 2 | 1 | 2 | 2 | 2 | 83.71 | 83.94 | 71.55 | 77.58 | 3 | 1 | 3 | 3 | 3 | 91.78 | 77.88 | 74.98 | 86.16 | 4 | 2 | 1 | 2 | 3 | 87.83 | 87.38 | 72.07 | 89.11 | 5 | 2 | 2 | 3 | 1 | 89.09 | 72.84 | 68.42 | 84.86 | 6 | 2 | 3 | 1 | 2 | 91.72 | 81.53 | 83.98 | 81.69 | 7 | 3 | 1 | 3 | 2 | 92.59 | 81.21 | 68.81 | 90.00 | 8 | 3 | 2 | 1 | 3 | 93.56 | 89.88 | 83.37 | 88.36 | 9 | 3 | 3 | 2 | 1 | 88.78 | 90.00 | 59.73 | 85.67 |
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Table 4. L9(34) orthogonal experimental design in scheme I
Experiment No. | Level | Illuminationuniformityof horizontalplane /% | Color-mixeduniformityof horizontalplane /% | Illuminationuniformityof verticalplane /% | Color-mixeduniformityof verticalplane /% |
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A | B | C | D |
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1 | 1 | 1 | 1 | 1 | 88.27 | 76.64 | 68.17 | 87.84 | 2 | 1 | 2 | 2 | 2 | 92.96 | 82.98 | 71.82 | 83.94 | 3 | 1 | 3 | 3 | 3 | 91.50 | 85.97 | 78.72 | 74.90 | 4 | 2 | 1 | 2 | 3 | 91.30 | 90.00 | 71.35 | 83.83 | 5 | 2 | 2 | 3 | 1 | 91.76 | 78.61 | 70.36 | 84.55 | 6 | 2 | 3 | 1 | 2 | 93.06 | 78.66 | 72.28 | 84.59 | 7 | 3 | 1 | 3 | 2 | 93.20 | 77.40 | 64.53 | 90.00 | 8 | 3 | 2 | 1 | 3 | 92.80 | 86.05 | 71.80 | 81.73 | 9 | 3 | 3 | 2 | 1 | 94.21 | 70.44 | 65.06 | 88.75 |
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Table 5. L9(34) orthogonal experimental design in scheme II
ExperimentNo. | Level | Illuminationuniformityof horizontalplane /% | Color-mixeduniformityof horizontalplane /% | Illuminationuniformityof verticalplane /% | Color-mixeduniformityof verticalplane /% |
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A | B | C | D | E |
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1 | 1 | 1 | 1 | 1 | 1 | 82.59 | 85.66 | 67.90 | 75.90 | 2 | 1 | 2 | 2 | 2 | 2 | 73.37 | 82.02 | 63.77 | 82.48 | 3 | 1 | 3 | 3 | 3 | 3 | 64.88 | 76.43 | 75.97 | 70.73 | 4 | 2 | 1 | 1 | 2 | 2 | 82.18 | 85.86 | 66.76 | 85.32 | 5 | 2 | 2 | 2 | 3 | 3 | 82.01 | 72.41 | 64.71 | 75.36 | 6 | 2 | 3 | 3 | 1 | 1 | 69.48 | 68.60 | 52.88 | 76.51 | 7 | 3 | 1 | 2 | 1 | 3 | 81.25 | 81.55 | 64.26 | 86.62 | 8 | 3 | 2 | 3 | 2 | 1 | 77.85 | 80.02 | 45.99 | 81.97 | 9 | 3 | 3 | 1 | 3 | 2 | 81.13 | 78.54 | 63.91 | 88.39 | 10 | 1 | 1 | 3 | 3 | 2 | 83.70 | 90.00 | 75.69 | 88.69 | 11 | 1 | 2 | 1 | 1 | 3 | 74.80 | 76.10 | 67.50 | 78.07 | 12 | 1 | 3 | 2 | 2 | 1 | 69.14 | 82.31 | 59.75 | 85.00 | 13 | 2 | 1 | 2 | 3 | 1 | 80.07 | 76.25 | 51.02 | 90.00 | 14 | 2 | 2 | 3 | 1 | 2 | 79.86 | 76.77 | 63.07 | 79.62 | 15 | 2 | 3 | 1 | 2 | 3 | 80.29 | 79.86 | 65.99 | 75.40 | 16 | 3 | 1 | 3 | 2 | 3 | 83.96 | 76.90 | 62.76 | 81.96 | 17 | 3 | 2 | 1 | 3 | 1 | 79.32 | 73.38 | 48.32 | 82.72 | 18 | 3 | 3 | 2 | 1 | 2 | 71.15 | 66.57 | 54.24 | 80.35 |
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Table 6. L18(37) orthogonal experimental design in scheme III
Influencefactor | Contribution toilluminationuniformity ofhorizontal plane /% | Contribution toilluminationuniformity ofvertical plane /% | Contribution tocolor-mixeduniformity ofhorizontal plane /% | Contribution tocolor-mixeduniformity ofvertical plane /% |
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A | 84.5605 | 11.4112 | 22.4169 | 24.5248 | B | 1.5093 | 1.4374 | 7.6414 | 28.1085 | C | 11.7121 | 71.7911 | 66.2481 | 21.2896 | D | 2.2181 | 15.3603 | 3.6936 | 26.0771 |
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Table 7. Contribution of each factor to illumination uniformity and mixed-color uniformity