The Spectral Optimization of a Commercializable Multi-Channel LED Panel With Circadian Impact

被引:18
作者
Saw, Yi Jiau [1 ]
Kalavally, Vineetha [1 ]
Tan, Chee Pin [2 ]
机构
[1] Monash Univ Malaysia, Dept Elect & Comp Syst Engn, Sch Engn & Intelligent Lighting Lab, Bandar Sunway 47500, Malaysia
[2] Monash Univ Malaysia, Dept Mechatron Engn, Sch Engn & Adv Engn Platform, Bandar Sunway 47500, Malaysia
关键词
Optimization; Light emitting diodes; Lighting; Visualization; Genetic algorithms; Color; Commercialization; Circadian lighting; human-centric lighting; indoor lighting; LED; luminaire design; melanopic equivalent daylight illuminance; multi-objective genetic algorithm; spectral optimization; NIGHT-SHIFT WORK; GENETIC ALGORITHM; COLOR TEMPERATURE; BLUE-LIGHT; MELATONIN; ILLUMINATION; DESIGN; SYSTEM; CANCER; RISK;
D O I
10.1109/ACCESS.2020.3010339
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
There exists a need for the design of light emitting diode (LED) luminaires which can deliver both visual and non-visual benefits of light to humans. In this work, we introduce an optimization approach based on spectral shaping for a minimalistic and practical design of a circadian-tunable multi-channel luminaire which also outputs white light with high quality and luminous efficacy of radiation (LER). The spectral optimization approach utilizes Multi-objective Genetic Algorithm to maximize circadian tunability, light quality and LER while minimizing the number of channels. Solution sets are constrained using the non-visual quality metric, Melanopic Efficacy of Luminous Radiation (MELR) from the Melanopic Equivalent Daylight Illuminance (MEDI) approach and the more stringent visual quality metric TM-30 in addition to conventional Color Rendering Index (CRI). By matching theoretically optimized LED parameters to commercially available LED parameters for commercialization purposes, we establish the maximum MELR tunability that is achievable with 4 and 5 LED channels and the resulting trade-off in efficacy and light quality. Based on the results and analysis in this work, we detail a spectral optimization approach to propel the field of indoor lighting towards human-centric lighting.
引用
收藏
页码:136498 / 136511
页数:14
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