Multi-objective particle swarm optimization on ultra-thin silicon solar cells

被引:0
作者
Ipek Anil Atalay
Hasan Alper Gunes
Ahmet Mesut Alpkilic
Hamza Kurt
机构
[1] TOBB University of Economics and Technology,Department of Electrical and Electronics Engineering
来源
Journal of Optics | 2020年 / 49卷
关键词
Solar cells; Anti-reflection; Absorption enhancement; Surface texturing; Light trapping; Multi-objective particle swarm optimization;
D O I
暂无
中图分类号
学科分类号
摘要
Finding optimized parameters for any photonic device is a challenging problem, because as the search space enlarges the computation time and design complexity increase. For higher performance solar cells, various studies have been carried out to procure optimized parameters, to attain better performance and low cost as well. In this study, we used a multi-objective particle swarm optimization approach to search design space effectively and obtain fixed parameters for enhanced solar spectrum absorption. Numerical investigations are conducted for pyramid surface pattern, to find proper solar cell parameters for minimum reflection and maximum light trapping which give rise to enhanced absorption of photons. For the ultra-thin-film silicon solar cell having a thickness of 1 µm, a designed double-sided pyramid structure provides an ideal short-circuit photocurrent of 34.23 mA/cm2. In this regard, the proposed approach can be applied to different film thicknesses of semiconductors for different photonic applications by manipulating the reflection/transmission coefficient and light trapping mechanism.
引用
收藏
页码:446 / 454
页数:8
相关论文
共 83 条
  • [1] Ye M(2009)Parameter extraction of solar cells using particle swarm optimization J. Appl. Phys. 105 094502-1619
  • [2] Wang X(2012)Absorption enhancement in ultrathin crystalline silicon solar cells with antireflection and light trapping nanocone gratings Nano Lett. 12 1616-20480
  • [3] Xu Y(2014)Nanopyramids and rear-located Ag nanoparticles for broad spectrum absorption enhancement in thin-film solar cells Opt. Express 22 20473-89
  • [4] Wang KX(2015)Absorption enhancement in double-sided nanocone hole arrays for solar cells J. Opt. 17 075901-2796
  • [5] Yu Z(2018)Absorption enhancement in thin film solar cells with bilayer silver nanoparticle arrays J. Phys. Commun. 2 055032-4696
  • [6] Liu V(2018)Absorption enhancement in thin-film solar cells based on periodically chirped structure Sol. Energy 165 85-249
  • [7] Cui Y(2019)Doublesided pyramid texturing design to reduce the light escape of ultrathin crystalline silicon solar cells Opt. Laser Technol. 120 105700-305
  • [8] Fan S(2019)Asymmetric metasurface structures for light absorption enhancement in thin film silicon solar cell J. Opt. 21 045901-241
  • [9] Shi Y(2012)Efficient light trapping in inverted nanopyramid thin crystalline silicon membranes for solar cell applications Nano Lett. 12 2792-1424
  • [10] Wang X(2010)Toward the Lambertian limit of light trapping in thin nanostructured silicon solar cells Nano Lett 10 4692-287