Submitted:
22 December 2023
Posted:
26 December 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials
2.1. Zigzag photovoltaic greenhouse
2.2. Zigzag photovoltaic greenhouse model
3. Experimental design and field management
3.1. Selection of test measurement sites
3.2. Experimental time
3.3. Experimental process
4. Results
4.1. Light distribution characteristics of the corresponding area of the light-transmitting material in the greenhouse
4.1.1. Characteristics of light distribution in the north-south direction of the greenhouse
4.1.2. North-south light distribution in the greenhouse
4.2. Data processing and analysis
4.3. Light uniformity in the greenhouse
4.3.1. Light uniformity and variation coefficient
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Nomenclature
| U0 | Illumination uniformity |
| Emin | Minimum illumination value |
| Eav | Average illuminance value |
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| Roof inclination angle\° |
Point | Translucent components | Data Acquisition (Time) |
|---|---|---|---|
| 12 | A | Translucent glass: | 10:30 |
| B | 2mm glass | 11:30 | |
| C | 3mm glass | 12:00 | |
| D | Grating plate: | 12:30 | |
| E | 20 line\inch 3mm | 13:30 | |
| F | 30line\inch3mm | 14:30 | |
| G | 25 line\inch 4mm | ||
| H | 40 line\inch2mm | ||
| I |
| Time | 20line\inch 3mm | A | B | C | D | E | F | G | H | I |
|---|---|---|---|---|---|---|---|---|---|---|
| 10:30 | Average(Lux) | 13204 | 19023 | 16967 | 17407 | 18648 | 30788 | 42619 | 51477 | 47391 |
| Variance | 6540 | 22226 | 19731 | 19084 | 14952 | 13310 | 7521 | 5145 | 8753 | |
| Cv | 0.495 | 1.168 | 1.163 | 1.096 | 0.802 | 0.432 | 0.176 | 0.100 | 0.185 | |
| Illumination(%) | 68.27 | 29.86 | 31.12 | 33.93 | 47.29 | 69.89 | 88.47 | 93.12 | 87.35 | |
| 11:30 | Average(Lux) | 9048 | 8280 | 8264 | 9791 | 21463 | 37555 | 49452 | 43701 | 29714 |
| Variance | 829 | 2293 | 2334 | 1469 | 7380 | 19831 | 28091 | 25080 | 11564 | |
| Cv | 0.092 | 0.279 | 0.282 | 0.150 | 0.344 | 0.528 | 0.568 | 0.530 | 0.389 | |
| Illumination(%) | 94.48 | 81.46 | 81.24 | 86.97 | 61.38 | 39.35 | 34.41 | 38.78 | 55.07 | |
| 12:30 | Average(Lux) | 9028 | 8038 | 8154 | 9658 | 18696 | 36957 | 53929 | 52073 | 32435 |
| Variance | 691 | 2395 | 2417 | 1724 | 4369 | 17637 | 30407 | 29221 | 14127 | |
| Cv | 0.077 | 0.298 | 0.296 | 0.178 | 0.234 | 0.477 | 0.564 | 0.542 | 0.436 | |
| Illumination(%) | 94.50 | 79.81 | 81.84 | 89.51 | 75.73 | 45.28 | 35.27 | 37.43 | 50.33 | |
| 13:30 | Average(Lux) | 9658 | 6819 | 6363 | 7419 | 11937 | 25959 | 45146 | 46941 | 35807 |
| Variance | 371 | 661 | 623 | 557 | 2081 | 847 | 1631 | 620 | 403 | |
| Cv | 0.038 | 0.097 | 0.098 | 0.075 | 0.174 | 0.033 | 0.036 | 0.012 | 0.011 | |
| Illumination(%) | 97.25 | 90.36 | 94.24 | 95.22 | 80.80 | 96.31 | 96.94 | 98.56 | 98.71 | |
| 14:30 | Average(Lux) | 10925 | 7501 | 6888 | 7732 | 12879 | 26428 | 45861 | 52064 | 37354 |
| Variance | 236 | 672 | 680 | 587 | 2602 | 2088 | 598 | 2253 | 44 | |
| Cv | 0.022 | 0.090 | 0.099 | 0.076 | 0.202 | 0.079 | 0.013 | 0.043 | 0.001 | |
| Illumination(%) | 98.40 | 91.94 | 93.22 | 94.86 | 79.45 | 91.40 | 99.02 | 95.20 | 99.92 |
| Time | 25line\inch 4mm | A | B | C | D | E | F | G | H | I |
|---|---|---|---|---|---|---|---|---|---|---|
| 10:30 | Average(Lux) | 7396 | 5065 | 4822 | 5164 | 6655 | 22408 | 54588 | 62107 | 50615 |
| Variance | 355 | 339 | 292 | 612 | 845 | 2064 | 3541 | 2908 | 3423 | |
| Cv | 0.048 | 0.067 | 0.060 | 0.119 | 0.127 | 0.092 | 0.065 | 0.047 | 0.068 | |
| Illumination(%) | 95.54 | 92.42 | 93.06 | 87.17 | 85.35 | 94.28 | 94.56 | 95.85 | 93.81 | |
| 11:30 | Average(Lux) | 8112 | 6979 | 7042 | 8397 | 18387 | 63385 | 69224 | 70738 | 27373 |
| Variance | 347 | 800 | 918 | 745 | 1173 | 4378 | 1649 | 2320 | 3084 | |
| Cv | 0.043 | 0.115 | 0.130 | 0.089 | 0.064 | 0.069 | 0.024 | 0.033 | 0.113 | |
| Illumination(%) | 96.59 | 90.7 | 89.51 | 92.99 | 95.94 | 92.03 | 97.35 | 96.22 | 87.24 | |
| 12:30 | Average(Lux) | 9381 | 7627 | 8062 | 9429 | 12317 | 48343 | 73348 | 74430 | 41962 |
| Variance | 540 | 468 | 615 | 412 | 755 | 7606 | 8581 | 7972 | 12486 | |
| Cv | 0.058 | 0.061 | 0.076 | 0.044 | 0.061 | 0.157 | 0.117 | 0.107 | 0.298 | |
| Illumination(%) | 94.52 | 95.11 | 94.92 | 95.22 | 94.04 | 83.84 | 87.28 | 88.4 | 65.64 | |
| 13:30 | Average(Lux) | 10104 | 9750 | 9164 | 11042 | 12616 | 25106 | 42049 | 45063 | 33875 |
| Variance | 1211 | 4999 | 4936 | 6048 | 2943 | 6374 | 19338 | 22079 | 13807 | |
| Cv | 0.120 | 0.513 | 0.539 | 0.548 | 0.233 | 0.254 | 0.460 | 0.490 | 0.408 | |
| Illumination(%) | 91.56 | 69.21 | 64.09 | 64.40 | 81.90 | 70.71 | 47.25 | 44.30 | 53.65 | |
| 14:30 | Average(Lux) | 12001 | 20822 | 13874 | 12921 | 12601 | 30164 | 50966 | 53427 | 44685 |
| Variance | 2623 | 23121 | 11788 | 8119 | 3735 | 9618 | 5415 | 6994 | 3589 | |
| Cv | 0.219 | 1.110 | 0.850 | 0.628 | 0.296 | 0.319 | 0.106 | 0.131 | 0.080 | |
| Illumination(%) | 82.33 | 34.12 | 49.32 | 59.76 | 78.10 | 79.42 | 87.79 | 85.88 | 92.01 |
| Time | 30line\inch 3mm | A | B | C | D | E | F | G | H | I |
|---|---|---|---|---|---|---|---|---|---|---|
| 10:30 | Average(Lux) | 8011 | 5681 | 5429 | 6154 | 8516 | 21483 | 40911 | 53604 | 43729 |
| Variance | 623 | 314 | 221 | 369 | 762 | 2041 | 1320 | 810 | 943 | |
| Cv | 0.078 | 0.055 | 0.041 | 0.060 | 0.089 | 0.095 | 0.032 | 0.015 | 0.022 | |
| Illumination(%) | 91.18 | 93.62 | 95.44 | 94.21 | 93.37 | 94.32 | 97.12 | 98.94 | 97.83 | |
| 11:30 | Average(Lux) | 8284 | 7163 | 7400 | 8724 | 18439 | 45389 | 59922 | 59721 | 28496 |
| Variance | 32 | 910 | 1243 | 910 | 4871 | 1065 | 3915 | 2257 | 7023 | |
| Cv | 0.004 | 0.127 | 0.168 | 0.104 | 0.264 | 0.023 | 0.065 | 0.038 | 0.246 | |
| Illumination(%) | 99.76 | 92.24 | 88.06 | 93.97 | 74.35 | 97.44 | 92.46 | 95.64 | 74.01 | |
| 12:30 | Average(Lux) | 8766 | 7496 | 7453 | 8850 | 13514 | 42574 | 60516 | 60966 | 34265 |
| Variance | 257 | 1370 | 1240 | 1178 | 743 | 4757 | 8019 | 8106 | 5524 | |
| Cv | 0.029 | 0.183 | 0.166 | 0.133 | 0.055 | 0.112 | 0.133 | 0.133 | 0.161 | |
| Illumination(%) | 97.58 | 87.98 | 90.22 | 91.38 | 94.96 | 87.65 | 85.8 | 86.97 | 81.71 | |
| 13:30 | Average(Lux) | 10004 | 9421 | 9822 | 10729 | 12250 | 25349 | 41733 | 40815 | 31104 |
| Variance | 1007 | 4856 | 5564 | 5299 | 2827 | 6305 | 18830 | 18184 | 10752 | |
| Cv | 0.101 | 0.516 | 0.566 | 0.494 | 0.231 | 0.249 | 0.451 | 0.446 | 0.346 | |
| Illumination(%) | 93.45 | 66.27 | 63.77 | 66.86 | 84.47 | 73.61 | 47.95 | 48.83 | 60.1 | |
| 14:30 | Average(Lux) | 11645 | 19694 | 13903 | 20654 | 12680 | 25656 | 41968 | 51813 | 41898 |
| Variance | 1454 | 21146 | 11520 | 21417 | 3433 | 3852 | 2897 | 4085 | 1971 | |
| Cv | 0.125 | 1.074 | 0.829 | 1.037 | 0.271 | 0.150 | 0.059 | 0.079 | 0.047 | |
| Illumination(%) | 92.41 | 35.91 | 48.63 | 37.28 | 80.91 | 84.56 | 95.57 | 91.14 | 96.06 |
| Time | 40line\inch 2mm | A | B | C | D | E | F | G | H | I |
|---|---|---|---|---|---|---|---|---|---|---|
| 10:30 | Average(Lux) | 9405 | 11212 | 12172 | 9641 | 12899 | 20918 | 38975 | 47467 | 37986 |
| Variance | 845 | 8610 | 11568 | 6609 | 9737 | 2795 | 16851 | 24483 | 19033 | |
| Cv | 0.091 | 0.768 | 0.950 | 0.686 | 0.755 | 0.134 | 0.432 | 0.516 | 0.501 | |
| Illumination(%) | 90.85 | 50.88 | 41.87 | 56.51 | 50.87 | 85.18 | 50.30 | 40.44 | 42.14 | |
| 11:30 | Average(Lux) | 9427 | 8627 | 8439 | 10027 | 19644 | 43479 | 51796 | 69087 | 28332 |
| Variance | 1190 | 2989 | 2872 | 2065 | 5843 | 25311 | 30460 | 3758 | 6618 | |
| Cv | 0.126 | 0.346 | 0.340 | 0.206 | 0.297 | 0.582 | 0.588 | 0.054 | 0.234 | |
| Illumination(%) | 91.34 | 78.53 | 78.16 | 86.61 | 66.10 | 32.85 | 32.10 | 94.25 | 73.18 | |
| 12:30 | Average(Lux) | 9503 | 7830 | 7856 | 9000 | 13836 | 42032 | 54445 | 62260 | 45913 |
| Variance | 348 | 1001 | 1058 | 655 | 1104 | 4201 | 17210 | 12000 | 19112 | |
| Cv | 0.037 | 0.128 | 0.135 | 0.073 | 0.080 | 0.100 | 0.316 | 0.193 | 0.416 | |
| Illumination(%) | 97.71 | 90.29 | 89.38 | 92.20 | 92.94 | 90.50 | 69.21 | 82.21 | 55.49 | |
| 13:30 | Average(Lux) | 9021 | 6865 | 6417 | 7534 | 11112 | 32497 | 52424 | 53927 | 37280 |
| Variance | 428 | 800 | 912 | 655 | 634 | 2331 | 1324 | 1066 | 1625 | |
| Cv | 0.047 | 0.117 | 0.142 | 0.087 | 0.057 | 0.072 | 0.025 | 0.020 | 0.044 | |
| Illumination(%) | 96.76 | 93.04 | 87.64 | 91.52 | 94.55 | 93.54 | 97.31 | 97.84 | 96.26 | |
| 14:30 | Average(Lux) | 12096 | 8644 | 7912 | 8880 | 11863 | 27015 | 51228 | 53309 | 43105 |
| Variance | 832 | 899 | 653 | 684 | 623 | 1454 | 3546 | 4118 | 3685 | |
| Cv | 0.069 | 0.104 | 0.083 | 0.077 | 0.053 | 0.054 | 0.069 | 0.077 | 0.085 | |
| Illumination(%) | 92.34 | 90.60 | 93.81 | 95.33 | 94.91 | 95.22 | 94.57 | 95.50 | 91.58 |
| Time | 2mm glass | A | B | C | D | E | F | G | H | I |
|---|---|---|---|---|---|---|---|---|---|---|
| 10:30 | Average(Lux) | 9902 | 9074 | 8832 | 9122 | 10991 | 14192 | 52549 | 54144 | 52454 |
| Variance | 628 | 5010 | 5686 | 5235 | 4189 | 2291 | 29768 | 32019 | 31339 | |
| Cv | 0.063 | 0.522 | 0.644 | 0.574 | 0.381 | 0.161 | 0.566 | 0.591 | 0.597 | |
| Illumination(%) | 93.99 | 65.98 | 59.89 | 62.86 | 75.45 | 90.64 | 34.62 | 31.72 | 31.01 | |
| 11:30 | Average(Lux) | 9456 | 8788 | 9121 | 10278 | 13611 | 53302 | 59227 | 73413 | 36486 |
| Variance | 1367 | 2964 | 3416 | 2708 | 346 | 33545 | 29411 | 5037 | 23825 | |
| Cv | 0.145 | 0.337 | 0.375 | 0.263 | 0.025 | 0.629 | 0.497 | 0.069 | 0.653 | |
| Illumination(%) | 91.16 | 78.5 | 76.51 | 84.28 | 97.50 | 28.08 | 42.81 | 93.06 | 48.73 | |
| 12:30 | Average(Lux) | 9793 | 7747 | 7734 | 8933 | 12144 | 65639 | 75127 | 75470 | 41387 |
| Variance | 434 | 400 | 791 | 405 | 441 | 2096 | 6677 | 13279 | 21467 | |
| Cv | 0.044 | 0.052 | 0.102 | 0.045 | 0.036 | 0.032 | 0.089 | 0.176 | 0.519 | |
| Illumination(%) | 94.97 | 96.91 | 92.75 | 97.03 | 95.86 | 96.79 | 90.76 | 83.68 | 40.41 | |
| 13:30 | Average(Lux) | 9494 | 7467 | 7027 | 7905 | 11045 | 41105 | 67277 | 70382 | 57833 |
| Variance | 300 | 663 | 586 | 210 | 326 | 21427 | 8882 | 7255 | 10947 | |
| Cv | 0.032 | 0.089 | 0.083 | 0.027 | 0.030 | 0.521 | 0.132 | 0.103 | 0.189 | |
| Illumination(%) | 96.94 | 93.44 | 94.97 | 96.99 | 96.60 | 42.86 | 85.33 | 88.23 | 78.97 | |
| 14:30 | Average(Lux) | 11773 | 8288 | 7283 | 8085 | 10378 | 14806 | 53669 | 55271 | 50436 |
| Variance | 667 | 651 | 561 | 562 | 707 | 915 | 4657 | 3782 | 2368 | |
| Cv | 0.057 | 0.079 | 0.077 | 0.070 | 0.068 | 0.062 | 0.087 | 0.068 | 0.047 | |
| Illumination(%) | 94.77 | 91.89 | 91.11 | 92.19 | 93.22 | 95.10 | 91.45 | 92.38 | 96.20 |
| Time | 3mm glass | A | B | C | D | E | F | G | H | I |
|---|---|---|---|---|---|---|---|---|---|---|
| 10:30 | Average(Lux) | 8165 | 5556 | 5200 | 5998 | 8404 | 12613 | 69234 | 71640 | 65709 |
| Variance | 439 | 380 | 397 | 463 | 110 | 643 | 4043 | 2468 | 510 | |
| Cv | 0.054 | 0.068 | 0.076 | 0.077 | 0.013 | 0.051 | 0.058 | 0.034 | 0.008 | |
| Illumination(%) | 93.93 | 96.01 | 94.71 | 93.46 | 99.10 | 95.32 | 93.36 | 96.47 | 99.40 | |
| 11:30 | Average(Lux) | 7820 | 6548 | 6691 | 8200 | 12278 | 69336 | 70410 | 71778 | 21230 |
| Variance | 473 | 527 | 222 | 491 | 1446 | 4832 | 299 | 3039 | 4317 | |
| Cv | 0.060 | 0.0800 | 0.033 | 0.060 | 0.118 | 0.070 | 0.004 | 0.042 | 0.203 | |
| Illumination(%) | 94.76 | 90.96 | 96.24 | 93.52 | 93.10 | 93.04 | 99.52 | 96.29 | 83.32 | |
| 12:30 | Average(Lux) | 10639 | 9223 | 9104 | 10371 | 12292 | 47526 | 52557 | 56379 | 48093 |
| Variance | 1032 | 2777 | 2676 | 2827 | 727 | 28626 | 33213 | 34108 | 26582 | |
| Cv | 0.097 | 0.301 | 0.294 | 0.273 | 0.059 | 0.602 | 0.609 | 0.605 | 0.553 | |
| Illumination(%) | 94.15 | 81.45 | 82.24 | 83.67 | 93.61 | 33.56 | 33.61 | 33.59 | 36.9 | |
| 13:30 | Average(Lux) | 10511 | 8768 | 81.2 | 9220 | 11238 | 20650 | 50111 | 51299 | 48239 |
| Variance | 1093 | 3339 | 3201 | 3593 | 1783 | 6321 | 27683 | 28179 | 27861 | |
| Cv | 0.104 | 0.381 | 0.393 | 0.390 | 0.159 | 0.306 | 0.552 | 0.549 | 0.566 | |
| Illumination(%) | 91.42 | 76.30 | 76.20 | 76.97 | 89.80 | 77.44 | 36.36 | 37.09 | 35.00 | |
| 14:30 | Average(Lux) | 17584 | 22986 | 19327 | 22834 | 23440 | 27171 | 50479 | 42862 | 55392 |
| Variance | 9495 | 24502 | 18756 | 22999 | 19510 | 19982 | 6235 | 20472 | 1599 | |
| Cv | 0.540 | 1.066 | 0.970 | 1.007 | 0.832 | 0.735 | 0.124 | 0.478 | 0.092 | |
| Illumination(%) | 68.53 | 38.23 | 42.01 | 39.32 | 48.24 | 55.98 | 87.98 | 44.88 | 96.68 |
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