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Article

An Investigation on CCT and Ra Optimization for Trichromatic White LEDs Using a Dual-Weight-Coefficient-Based Algorithm

1
School of Electronic and Information Engineering, Guangdong Ocean University, Zhanjiang 524088, China
2
Technology Development Centre, Shenzhen Institute of Guangdong Ocean University, Shenzhen 518120, China
3
Research and Development Center for Solid State Lighting, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China
4
Shenzhen Institute of Artificial Intelligence and Robotics for Society (AIRS), The Chinese University of Hong Kong (CUHK), Shenzhen 518000, China
*
Author to whom correspondence should be addressed.
Micromachines 2022, 13(2), 276; https://doi.org/10.3390/mi13020276
Submission received: 13 January 2022 / Revised: 29 January 2022 / Accepted: 31 January 2022 / Published: 9 February 2022
(This article belongs to the Special Issue Quantum Dot Frontiers)

Abstract

Spectral optimization is applied as an effective tool in designing solid-state lighting devices. Optimization speed, however, has been seldomly discussed in previous reports as regards designing an algorithm for white light-emitting diodes (WLEDs). In this study, we propose a method for trichromatic WLEDs to obtain the optimal Ra under target correlated color temperatures (CCTs). Blue-, yellow-, and red-color monochromatic spectra, produced by the GaN LED chip, YAG:Ce3+ phosphors, and CdSe/ZnSe quantum dots, respectively, are adopted to synthesize white light. To improve the effectiveness of our method, the concept of dual weight coefficients is proposed, to maintain a numerical gap between the proposed floating CCT and the target CCT. This gap can effectively guarantee that Ra and CCT ultimately move toward the targeting value simultaneously. Mechanisms of interaction between CCT, Ra, and dual-weight coefficients are investigated and discussed in detail. Particularly, a fitting curve is drawn to reveal the linear relationship between weight coefficients and target CCTs. This finding effectively maintains the accuracy and accelerates the optimization process in comparison with other methods with global searching ability. As an example, we only use 29 iterations to achieve the highest Ra of 96.1 under the target CCT of 4000 K. It is hoped that this study facilitates technology development in illumination-related areas such as residential intelligent lighting and smart planting LED systems.
Keywords: light-emitting diode; spectral optimization; correlated color temperature (CCT); general color rendering index (Ra) light-emitting diode; spectral optimization; correlated color temperature (CCT); general color rendering index (Ra)

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MDPI and ACS Style

Xiao, H.; Li, Y.; Li, B.; Wang, G. An Investigation on CCT and Ra Optimization for Trichromatic White LEDs Using a Dual-Weight-Coefficient-Based Algorithm. Micromachines 2022, 13, 276. https://doi.org/10.3390/mi13020276

AMA Style

Xiao H, Li Y, Li B, Wang G. An Investigation on CCT and Ra Optimization for Trichromatic White LEDs Using a Dual-Weight-Coefficient-Based Algorithm. Micromachines. 2022; 13(2):276. https://doi.org/10.3390/mi13020276

Chicago/Turabian Style

Xiao, Hua, Yan Li, Binghui Li, and Guancheng Wang. 2022. "An Investigation on CCT and Ra Optimization for Trichromatic White LEDs Using a Dual-Weight-Coefficient-Based Algorithm" Micromachines 13, no. 2: 276. https://doi.org/10.3390/mi13020276

APA Style

Xiao, H., Li, Y., Li, B., & Wang, G. (2022). An Investigation on CCT and Ra Optimization for Trichromatic White LEDs Using a Dual-Weight-Coefficient-Based Algorithm. Micromachines, 13(2), 276. https://doi.org/10.3390/mi13020276

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