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1. 鄂尔多斯市莱福士光科技有限公司,内蒙古 鄂尔多斯,017000
2. 内蒙古科技大学 机械工程学院, 内蒙古 包头 014010
纸质出版日期:2018-6-5,
网络出版日期:2018-3-13,
收稿日期:2017-10-20,
修回日期:2018-2-28,
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张玉宝, 董礼, 张国英. 基于有效集算法的大功率单色LED太阳光谱模拟仿真[J]. 发光学报, 2018,39(6): 862-869
ZHANG Yu-bao, DONG Li, ZHANG Guo-ying. Simulation of High Power Monochromatic LED Solar Spectrum Based on Effective Set Algorithm[J]. Chinese Journal of Luminescence, 2018,39(6): 862-869
张玉宝, 董礼, 张国英. 基于有效集算法的大功率单色LED太阳光谱模拟仿真[J]. 发光学报, 2018,39(6): 862-869 DOI: 10.3788/fgxb20183906.0862.
ZHANG Yu-bao, DONG Li, ZHANG Guo-ying. Simulation of High Power Monochromatic LED Solar Spectrum Based on Effective Set Algorithm[J]. Chinese Journal of Luminescence, 2018,39(6): 862-869 DOI: 10.3788/fgxb20183906.0862.
利用单色LED实现对AM1.5标准太阳光谱可见光(380~780 nm)波段和标准光源CIE-D65的匹配,提出了通过有效集算法作为目标光谱的匹配算法,将Epitex公司的大功率单色LED的峰值波长和半高全宽数据作为有效集,并建立了一个数据库。将相关指数
R
2
最大作为优化目标,通过MATLAB编程求解超定方程组的最小二乘解求出拟合所需要的单色LED的种类和数量。拟合AM1.5可见光的最佳组合中使用24种单色LED,相关指数
R
2
高达0.850 2,拟合标准光源CIE-D65的最佳组合中使用25种单色LED,相关指数
R
2
高达0.940 5。进行了增加LED和减少LED的优化实验。得出的结果对工程实践中单色LED拟合太阳光谱的研究提供了理论基础。
The matching of AM1.5 standard solar spectrum in visible light (380-780 nm) with standard light source of CIE-D65 was realized using monochromatic LED
and the matching algorithm of the target spectrum was put forward using active set algorithm. The peak wavelength and FWHM of Epitex's high-power monochromatic LED were used as the effective data set
and a database was established. The maximum correlation index
R
2
was used as the optimization objective. The least squares solution of overdetermined equations was solved by MATLAB programming
and the type and quantity of monochromatic LED needed for fitting were obtained. 24 kinds of monochromatic LED are used in the best combination of AM1.5 visible light fitting
and the correlation index
R
2
is as high as 0.850 2. 25 kinds of monochromatic LED are used in the best combination of standard light source CIE-D65 fitting
and the correlation index
R
2
is as high as 0.940 5. The optimization experiments of increasing and reducing LED numbers were carried out too. The results provide a theoretical basis for the study of monochromatic LED fitting solar spectrum in engineering practice.
AM1.5单色LED光谱拟合最佳组合相关指数
AM1.5monochromatic LEDspectral fittingoptimum combinationcorrelation index
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丁晓剑, 赵银亮, 李远成. 基于SVM的二次下降有效集算法[J]. 电子学报, 2011, 39(8):1766-1770. DING X J, ZHAO Y L, LI Y C. The two descent efficient set algorithm based on[J]. Acta SVM Sinica, 2011, 39(8):1766-1770. (in Chinese)
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