Journal of Applied Optics, Volume. 43, Issue 3, 524(2022)

Optimization of LED light source array based on improved particle swarm algorithm

Zhenxing MING1... Qinghua LYU1,*, Yue MING1, Wei ZENG2, Hui LYU1 and Jie ZHANG3 |Show fewer author(s)
Author Affiliations
  • 1School of Science, Hubei University of Technology, Wuhan 430068, China
  • 2School of Economics and Management, Hubei University of Technology, Wuhan 430068, China
  • 3School of Electrical and Electronic Engineering, Hubei University of Technology, Wuhan 430068, China
  • show less
    References(12)

    [2] Y HUANG, J MA. Laser and LED hybrid plant lighting system design based on the particle swarm algorithm. Applied Sciences, 10, 7588(2020).

    [3] E OLVERA-GONZALEZ, N ESCALANTE-GARCIA, D MYERS, et al. Pulsed LED-lighting as an alternative energy savings technique for vertical farms and plant factories. Energies, 14, 1603(2021).

    [4] H ZHANG, L PENG, Y LUO, et al. Rectangular illumination method using LED arrays for machine vision. Applied Optics, 59, 3518-3525(2020).

    [6] I MORENO, M AVENDAÑO-ALEJO, R I TZONCHEV. Designing light-emitting diode arrays for uniform near-field irradiance. Applied Optics, 45, 2265-2272(2006).

    [7] H TAKAHASHI, I SHIMOYAMA, Y J HEO. Development of a light source with a uniform intensity reinforced by a checkerboard half-mirror positioned within inverse L-shaped UV-LED arrays. Applied Physics Express, 11, 066701(2018).

    [8] Z QIN, K WANG, F CHEN, et al. Analysis of condition for uniform lighting generated by array of light emitting diodes with large view angle. Optics Express, 18, 17460-17476(2010).

    [9] K WANG, D WU, Z QIN, et al. New reversing design method for LED uniform illumination. Optics Express, 19, A830-A840(2011).

    [10] X WANG. LED ring array light source design and uniform illumination properties analysis. Optik, 140, 273-281(2017).

    [11] Z SU, D XUE, Z JI. Designing LED array for uniform illumination distribution by simulated annealing algorithm. Optics Express, 20, A843-A855(2012).

    [13] [13] KENNEDY J, EBERHART R. Particle swarm optimization[C]Proceedings of ICNN''95International Conference on Neural wks. USA: IEEE, 1995: 19421948.

    [15] Y GUO, J Y LI, Z H ZHAN. Efficient hyperparameter optimization for convolution neural networks in deep learning: a distributed particle swarm optimization approach. Cybernetics and Systems, 52, 36-57(2020).

    [16] P DZIWIŃSKI, Ł BARTCZUK. A new hybrid particle swarm optimization and genetic algorithm method controlled by fuzzy logic. IEEE Transactions on Fuzzy Systems, 28, 1140-1154(2019).

    Tools

    Get Citation

    Copy Citation Text

    Zhenxing MING, Qinghua LYU, Yue MING, Wei ZENG, Hui LYU, Jie ZHANG. Optimization of LED light source array based on improved particle swarm algorithm[J]. Journal of Applied Optics, 2022, 43(3): 524

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: OPTICAL ELEMENT AND FABRICATION

    Received: Nov. 9, 2021

    Accepted: --

    Published Online: Jun. 7, 2022

    The Author Email: LYU Qinghua (linsa080@126.com)

    DOI:10.5768/JAO202243.0305003

    Topics