Opal-Like Photonic Structuring of Perovskite Solar Cells Using a Genetic Algorithm Approach

Lobet, Michaël; Mayer, Alexandre; Maho, Anthony; Piron, Pierre; Dewalque, Jennifer; Henrist, Catherine; Loicq, Jerôme

doi:10.3390/app10051783

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Opal-Like Photonic Structuring of Perovskite Solar Cells Using a Genetic Algorithm Approach

Lobet, Michaël; Mayer, Alexandre; Maho, Anthony et al.

2020 • In Applied Sciences

Peer Reviewed verified by ORBi

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https://hdl.handle.net/2268/246421

DOI
10.3390/app10051783

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Opal-Like Photonic Structuring of Perovskite Solar Cells Using a Genetic Algorithm Approach Applied Sciences 2020.pdf

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Keywords :

photonique; perovskite; photovoltaique

Abstract :

[en] Light management is an important area of photovoltaic research, but little is known about it in perovskite solar cells. The present work numerically studies the positive effect of structuring the photo-active layer of perovskite material. This structuration consists of a hybrid absorbing layer made of an uniform part and an opal-like part. A genetic algorithm approach allows us to determine the optimal combination among more than 1.4 􀵈 10􀬽 potential combinations. The optimal combination provides an internal quantum efficiency of 98.1%, nearly 2% higher than for an equivalent unstructured photo-active layer. The robustness of the optimum against potential experimental deviations, as well as the angular dependency of the proposed structure, are examined in the present study.

Disciplines :

Physics

Author, co-author :

Lobet, Michaël ; Université de Liège - ULiège > CSL (Centre Spatial de Liège)

Mayer, Alexandre; Université de Namur - UNamur > Département de Physique > Laboratoire de Physique du Solide

Maho, Anthony ; Université de Liège - ULiège > Département de chimie (sciences) > LCIS - GreenMAT

Piron, Pierre ; Université de Liège - ULiège > CSL

Dewalque, Jennifer ; Université de Liège - ULiège > Département de chimie (sciences) > LCIS - GreenMAT

Henrist, Catherine ; Université de Liège - ULiège > Département de chimie (sciences) > LCIS - GreenMAT

Loicq, Jerôme ; Université de Liège - ULiège > CSL (Centre Spatial de Liège)

Language :

English

Title :

Opal-Like Photonic Structuring of Perovskite Solar Cells Using a Genetic Algorithm Approach

Publication date :

2020

Journal title :

Applied Sciences

eISSN :

2076-3417

Publisher :

MDPI, Basel, Switzerland

Peer reviewed :

Peer Reviewed verified by ORBi

Additional URL :

https://www.mdpi.com/2076-3417/10/5/1783

Name of the research project :

ELSSOL; ARC - Actions de Recherche Concertée

Funders :

FWB - Fédération Wallonie-Bruxelles

Available on ORBi :

since 05 April 2020

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Bibliography

Best Research-Cell Efficiency Chart|Photovoltaic Research|NREL. Available online: https://www.nrel.gov/pv/cell-efficiency.html (accessed on 30 December 2019).
Streetman, B.; Sanjay, B. Solid State Electronic Devices, 5th ed.; Prentice Hall: Upper New Jersey River, NJ, USA, 2000; p. 524.
Sher, M.-J.; Winkler, M.T.; Mazur, E. Pulsed-laser hyperdoping and surface texturing for photovoltaics. MRS Bull. 2011, 36, 439-445. [CrossRef]
Zhao, J.; Wang, A.; Green, M.A. 19.8% efficient "honeycomb" textured multicrystalline and 24.4% monocrystalline silicon solar cells. Appl. Phys. Lett. 1998, 73, 1991. [CrossRef]
Dewan, R.; Marinkovic, M.; Noriega, R.; Phadke, S.; Salleo, A.; Knipp, D. Light trapping in thin film silicon solar cells with submicron surface texture. Opt. Express 2009, 17, 23058-23065. [CrossRef] [PubMed]
Müller, J.; Rech, B.; Springer, J.; Vanecek, M. TCO and light trapping in silicon thin film solar cells. Sol. Energy 2004, 77, 917-930.
Kumar Raut, H. Anti-reflective coating: A critical, in-depth review. Energy Environ. Sci. 2011, 4, 3779-3804. [CrossRef]
Atwater, H.; Polman, A. Plasmonics for improved photovoltaic devices. Nat. Mater. 2010, 9, 205-213. [CrossRef] [PubMed]
Ferry, V.E.; Munday, J.N.; Atwater, H.A. Design considerations for plasmonic photovoltaics. Adv. Mater. 2010, 22, 4794-4808. [CrossRef]
Joannopoulos, J.D. Photonic Crystals: Molding the Flow of Light, 2nd ed.; Princeton University: Princeton, NJ, USA, 2008.
Mihi, A.; Calvo, M.E.; Anta, J.A.; Mi, H. Spectral response of opal-based dye sensitized solar cells. J. Phys. Chem. C 2008, 112, 13-17. [CrossRef]
Mihi, A.; Mi, H. Origin of light-harversting enhancement in colloidal photonic crystal base dye-sensitized solar cells. J. Phys. Chem. B 2005, 109, 15968-15976. [CrossRef]
Tanaka, Y.; Kawamoto, Y.; Fujita, M.; Noda, S. Enhancement of broadband optical absorption in photovoltaic devices by band-edge effect of photonic crystals. Opt. Express 2013, 21, 20111-20118. [CrossRef]
Guldin, S.; Hüttner, S.; Kolle, M.; Welland, M.E.; Müller-Buschbaum, P.; Friend, R.H.; Tétreault, N.; Steiner, U. Dye-sensitized solar cell based on a three-dimensional photonic crystal. Nano Lett. 2010, 10, 2303-2309. [CrossRef] [PubMed]
Ha, L.; Colodrero, S.; Mihi, A.; Häggman, L.; Ocaňa, M.; Boschloo, G.; Hagfeldt, A.; Míguez, H. Porous one-dimensional photonic crystals improve the power-conversion efficiency of dye-sensitized solar cells. Adv. Mater. 2009, 21, 764-770.
Fan, S.; Joannopoulos, J.D. Analysis of guided resonances in photonic crystal slabs. Phys. Rev. B 2002, 65, 235112. [CrossRef]
Fano, U. Effects of configuration interaction on intensities and phase shifts. Phys. Rev. 1961, 124, 1866-1878. [CrossRef]
Kojima, A.; Teshima, K.; Shirai, Y.; Miyasaka, T. Novel photoelectrochemical cell with mesoscopic electrodes sensitized by lead-halide compounds. In Meeting Abstracts; MA2007-02; The Electrochemical Society: Pennington, NJ, USA, 2007.
Lang, L.; Yang, J.-H.; Liu, H.-R.; Xiang, H.J.; Gong, X.G. First-principles study on the electronic and optical properties of cubic ABX3 halide perovskite. Phys. Lett. A 2014, 378, 290-293. [CrossRef]
Green, M.A.; Jiang, Y.; Soufiani, A.M.; Ho-Baillie, A. Optical properties of photovoltaic organic-inorganic lead halide perovskite. J. Phys. Chem. Lett. 2015, 6, 4774-4785. [CrossRef]
Shirayama, M.; Kadowaki, H.; Miyadera, T.; Sugita, T.; Tamakoshi, M.; Kato, M.; Fujiseki, T.; Murata, D.; Hara, S.; Murakami, T.N.; et al. Optical transitions in hybrid perovskite solar cells: Ellipsometry, density functional theory, and quantum efficiency analyses for ch3nh3pbi 3. Phys. Rev. Appl. 2016, 5, 014012. [CrossRef]
Löper, P.; Stuckelberger, M.; Niesen, B.; Werner, J.; Filipic, M.; Moon, S.J.; Yum, J.H.; Topic, M.; De Wolf, S.; Ballif, C. Complex refractive index spectra of CH3NH3PbI3 perovskite thin films determined by spectroscopic ellipsometry and spectrophotometry. J. Phys. Chem. Lett. 2015, 6, 66-71.
Tenutta, E.; Zheng, C.; Rubel, O. Thermodynamic origin of instability in hybrid halide perovskites. Sci. Rep. 2016, 6. [CrossRef]
Ciccioli, A.; Latini, A. Thermodynamics and the intrinsic stability of lead halide perovskites ch3nh3pbx3. J. Phys. Chem. Lett. 2018, 9, 3756-3765. [CrossRef]
Schünemann, S.; Chen, K.; Brittman, S.; Garnett, E.; Tüysüz, H. Preparation of organometal halide perovskite photonic crystal films for potential optoelectronic applications. ACS Appl. Mater. Interfaces 2016, 8, 25489-25495.
Meng, K.; Gao, S.; Wu, L.; Wang, G.; Liu, X.; Chen, G.; Liu, Z. Two-dimensional organic-inorganic hybrid perovskite photonic films. Nano Lett. 2016, 16, 4166-4173. [CrossRef] [PubMed]
Chen, B.-X.; Rao, H.-S.; Chen, H.-Y.; Li, W.-G.; Kuang, D.-B.; Su, C.-Y. Ordered macroporous CH3NH3PbI3 perovskite semitransparent film for high-performance solar cells. J. Mater. Chem. A 2016, 4, 15662-15669. [CrossRef]
Ha, S.-J.; Heo, J.H.; Im, S.H.; Moon, J.H. Mesoscopic CH 3NH 3PbI 3 perovskite solar cells using TiO2 inverse opal electron-conducting scaffolds. J. Mater. Chem. A 2017, 5, 1972-1977. [CrossRef]
Chen, K.; Tüz, H. Morphology-controlled synthesis of organometal halide perovskite inverse opals. Angew. Chem. 2015, 54, 13806-13810. [CrossRef] [PubMed]
Dewalque, J.; Henrist, C.; Loicq, J. Light-harvesting capabilities of dielectric sphere multilayers. Phot. Phon. Prop. Eng. Nanos. 2018, [CrossRef]
Schmager, R.; Hossain, I.M.; Schackmar, F.; Richards, B.S.; Gomard, G.; Paetzold, U.W. Light coupling to quasi-guided modes in nanoimprinted perovskite solar cells. Sol. Energy Mater. Sol. Cells 2019, 201, 110080. [CrossRef]
Schmager, R.; Gomard, G.; Richards, B.S.; Paetzold, U.W. Nanophotonic perovskite layers for enhanced current generation and mitigation of lead in perovskite solar cells. Sol. Energy Mater. Sol. Cells 2019, 192, 65-71. [CrossRef]
Lobet, M.; Pierre, P.; Jennifer, D.; Anthony, M.; Olivier, D.; Catherine, H.; Jérôme, L. Efficiency enhancement of perovskite solar cells based on opal-like photonic crystals. Opt. Express 2019, 27, 32308-32322. [CrossRef]
Mayer, A.; Bay, A. Optimization by a genetic algorithm of the light-extraction efficiency of a GaN light-emitting diode. J. Opt. 2015, 17, 025002. [CrossRef]
Mayer, A.; Gaouyat, L.; Nicolay, D.; Carletti, T.; Deparis, O. Multi-objective genetic algorithm for the optimization of a flat-plate solar thermal collector. Opt. Express 2014, 22, A1641. [CrossRef] [PubMed]
Mayer, A.; Muller, J.; Herman, A.; Deparis, O. Optimized absorption of solar radiations in nano-structured thin films of crystalline silicon via a genetic algorithm. Proc. SPIE 2015, 9546, 95461N-01. [CrossRef]
Mayer, A.; Lobet, M. UV to near-infrared broadband pyramidal absorbers via a genetic algorithm optimization approach. Proc. SPIE 2018, 10671, 1067127-1-11. [CrossRef]
Mayer, A.; Lobet, M. A genetic algorithm for addressing computationally expensive optimization problems in optical engineering. Jordan J. Phys. 2019, 12, 17-36.
Jung, H.S.; Park, N.-G. Perovskite solar cells: From materials to devices. Small 2015, 11, 10-25. [CrossRef]
Saliba, M.; Correa-Baena, J.-P.; Wolff, C.M.; Stolterfoht, M.; Phung, N.; Albrecht, S.; Neher, D.; Abate, A. How to make over 20% efficient perovskite solar cells in regular n-i-p and inverted p-i-n architectures. Chem. Mater. 2018, 30, 4193-4201. [CrossRef]
Hussain, I.; Tran, H.P.; Jaksik, J.; Moore, J.; Islam, N.; Uddin, M.J. Functional materials, device architecture and flexibility of perovskite solar cell. Emergent Mater. 2018, 1, 133-154. [CrossRef]
Ball, J.M.; Stranks, S.D.; Hörantner, M.T.; Hüttner, S.; Zhang, W.; Ramirez, I.; Riede, M.; Johnston, M.B.; Friend, R.H.; Snaith, H.J.; et al. Optical properties and limiting photocurrent of thin film perovskite solar cells. Energy Environ. Sci. 2015, 8, 602-609. [CrossRef]
Shahbazyan, T.V.; Stockman, M.I. Plasmonics: Theory and Applications; Springer: Berlin, Germany, 2013.
Moharam, M.G.; Gaylord, T.K. Rigorous coupled-wave analysis of planar-grating diffraction. J. Opt. Soc. Am. 1981, 71, 811-818. [CrossRef]
Goldberg, D.E. Genetic Algorithms in Search, Optimization and Machine Learning; Addison-Wesley: Boston, MA, USA, 1989.
Haupt, R.L.; Werner, D.H. Genetic Algorithms in Electromagnetics; John Wiley & Sons: Hoboken, NJ, USA, 2007.
Eiben, A.E.; Smith, J.E. Introduction to Evolutionary Computing, 2nd ed.; Springer: Berlin, Germany, 2007.

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