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Charge transport modelling of perovskite solar cells accounting for non-Boltzmann statistics in organic and highly-doped transport layers

Charge transport modelling of perovskite solar cells accounting for non-Boltzmann statistics in organic and highly-doped transport layers
Charge transport modelling of perovskite solar cells accounting for non-Boltzmann statistics in organic and highly-doped transport layers

We present a drift-diffusion model of a perovskite solar cell (PSC) in which carrier transport in the charge transport layers (TLs) is not based on the Boltzmann approximation to the Fermi-Dirac (FD) statistical distribution, in contrast to previously studied models. At sufficiently high carrier densities the Boltzmann approximation breaks down and the precise form of the density of states function (often assumed to be parabolic) has a significant influence on carrier transport. In particular, parabolic, Kane and Gaussian models of the density of states are discussed in depth and it is shown that the discrepancies between the Boltzmann approximation and the full FD statistical model are particularly marked for the Gaussian model, which is typically used to describe organic semiconducting TLs. Comparison is made between full device models, using parameter values taken from the literature, in which carrier motion in the TLs is described using (I) the full FD statistical model and (II) the Boltzmann approximation. For a representative TiO 2/MAPI/Spiro device the behaviour of the PSC predicted by the Boltzmann-based model shows significant differences compared to that predicted by the FD-based model. This holds both at steady-state, where the Boltzmann treatment overestimates the power conversion efficiency by a factor of 27%, compared to the FD treatment, and in dynamic simulations of current-voltage hysteresis and electrochemical impedance spectroscopy. This suggests that the standard approach, in which carrier transport in the TLs is modelled based on the Boltzmann approximation, is inadequate. Furthermore, we show that the full FD treatment gives a more accurate representation of the steady-state performance, compared to the standard Boltzmann treatment, as measured against experimental data reported in the literature for typical TiO 2/MAPI/Spiro devices.

Drift-diffusion, Perovskite solar cells, organic semiconduc- tors, statistical models, transport layers
2515-7655
Clarke, Will
b674ce92-d0a7-48ed-ad6b-2b14cdaf87ce
Wolf, Matt
af757938-7738-4536-ba8e-c58a80fe6c61
Walker, Alison
bf4b4cb7-73a3-4aa0-8df1-0d8a752f4e69
Richardson, Giles
3fd8e08f-e615-42bb-a1ff-3346c5847b91
Clarke, Will
b674ce92-d0a7-48ed-ad6b-2b14cdaf87ce
Wolf, Matt
af757938-7738-4536-ba8e-c58a80fe6c61
Walker, Alison
bf4b4cb7-73a3-4aa0-8df1-0d8a752f4e69
Richardson, Giles
3fd8e08f-e615-42bb-a1ff-3346c5847b91

Clarke, Will, Wolf, Matt, Walker, Alison and Richardson, Giles (2023) Charge transport modelling of perovskite solar cells accounting for non-Boltzmann statistics in organic and highly-doped transport layers. Journal of Physics: Energy, 5 (2), [025007]. (doi:10.1088/2515-7655/acc4e9).

Record type: Article

Abstract

We present a drift-diffusion model of a perovskite solar cell (PSC) in which carrier transport in the charge transport layers (TLs) is not based on the Boltzmann approximation to the Fermi-Dirac (FD) statistical distribution, in contrast to previously studied models. At sufficiently high carrier densities the Boltzmann approximation breaks down and the precise form of the density of states function (often assumed to be parabolic) has a significant influence on carrier transport. In particular, parabolic, Kane and Gaussian models of the density of states are discussed in depth and it is shown that the discrepancies between the Boltzmann approximation and the full FD statistical model are particularly marked for the Gaussian model, which is typically used to describe organic semiconducting TLs. Comparison is made between full device models, using parameter values taken from the literature, in which carrier motion in the TLs is described using (I) the full FD statistical model and (II) the Boltzmann approximation. For a representative TiO 2/MAPI/Spiro device the behaviour of the PSC predicted by the Boltzmann-based model shows significant differences compared to that predicted by the FD-based model. This holds both at steady-state, where the Boltzmann treatment overestimates the power conversion efficiency by a factor of 27%, compared to the FD treatment, and in dynamic simulations of current-voltage hysteresis and electrochemical impedance spectroscopy. This suggests that the standard approach, in which carrier transport in the TLs is modelled based on the Boltzmann approximation, is inadequate. Furthermore, we show that the full FD treatment gives a more accurate representation of the steady-state performance, compared to the standard Boltzmann treatment, as measured against experimental data reported in the literature for typical TiO 2/MAPI/Spiro devices.

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More information

Accepted/In Press date: 16 March 2023
Published date: 1 April 2023
Additional Information: Funding Information: W C was supported by an EPSRC Grant (reference EP/V520056/1). M W and A B W were supported by the European Commission through the Horizon 2020 Framework Programme for Research and Innovation, Energy Oriented Centre of Excellence (EoCoE-II) project (Grant Agreement ID: 824158). Publisher Copyright: © 2023 The Author(s). Published by IOP Publishing Ltd.
Keywords: Drift-diffusion, Perovskite solar cells, organic semiconduc- tors, statistical models, transport layers

Identifiers

Local EPrints ID: 476135
URI: http://eprints.soton.ac.uk/id/eprint/476135
ISSN: 2515-7655
PURE UUID: ca225e0f-adfb-4b54-986d-4ead8aa646aa
ORCID for Will Clarke: ORCID iD orcid.org/0000-0002-1629-9698
ORCID for Giles Richardson: ORCID iD orcid.org/0000-0001-6225-8590

Catalogue record

Date deposited: 12 Apr 2023 16:47
Last modified: 17 Mar 2024 04:04

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Contributors

Author: Will Clarke ORCID iD
Author: Matt Wolf
Author: Alison Walker

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