Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells

ABSTRACT: With the aim to determine the photo-generated current, diode saturation current, ideality factor, shunt, and series resistances related to the one-diode model for p-i-n planar perovskite solar cells, reference cells with active area of approximately 1 cm2 and efficiencies ranging between 4...

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Autores:
Velilla Hernández, Esteban
Cano Quintero, Juan Bernardo
Jiménez, Keony
Valencia Velásquez, Jaime Alejandro
Ramírez Zora, Daniel Estiben
Jaramillo Isaza, Franklin
Tipo de recurso:
Article of investigation
Fecha de publicación:
2018
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/22513
Acceso en línea:
http://hdl.handle.net/10495/22513
Palabra clave:
Células solares
Solar cells
Análisis numérico
Numerical analysis
Curvas V-I (Intensidad voltaje)
Diodos
Análisis de sensibilidad
Rights
openAccess
License
https://creativecommons.org/licenses/by/4.0/
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oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/22513
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells
title Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells
spellingShingle Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells
Células solares
Solar cells
Análisis numérico
Numerical analysis
Curvas V-I (Intensidad voltaje)
Diodos
Análisis de sensibilidad
title_short Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells
title_full Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells
title_fullStr Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells
title_full_unstemmed Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells
title_sort Numerical analysis to determine reliable one-diode model parameters for perovskite solar cells
dc.creator.fl_str_mv Velilla Hernández, Esteban
Cano Quintero, Juan Bernardo
Jiménez, Keony
Valencia Velásquez, Jaime Alejandro
Ramírez Zora, Daniel Estiben
Jaramillo Isaza, Franklin
dc.contributor.author.none.fl_str_mv Velilla Hernández, Esteban
Cano Quintero, Juan Bernardo
Jiménez, Keony
Valencia Velásquez, Jaime Alejandro
Ramírez Zora, Daniel Estiben
Jaramillo Isaza, Franklin
dc.contributor.researchgroup.spa.fl_str_mv Centro de Investigación Innovación y Desarrollo de Materiales (CIDEMAT)
Grupo de Manejo Eficiente de la Energía (GIMEL)
dc.subject.lemb.none.fl_str_mv Células solares
Solar cells
Análisis numérico
Numerical analysis
topic Células solares
Solar cells
Análisis numérico
Numerical analysis
Curvas V-I (Intensidad voltaje)
Diodos
Análisis de sensibilidad
dc.subject.proposal.spa.fl_str_mv Curvas V-I (Intensidad voltaje)
Diodos
Análisis de sensibilidad
description ABSTRACT: With the aim to determine the photo-generated current, diode saturation current, ideality factor, shunt, and series resistances related to the one-diode model for p-i-n planar perovskite solar cells, reference cells with active area of approximately 1 cm2 and efficiencies ranging between 4.6 and 12.2% were fabricated and characterized at standard test conditions. To estimated feasible parameters, the mean square error between the I-V curve data of these cells and the circuital model results were minimized using a Genetic Algorithm combined with the Nelder-Mead method. When considering the optimization process solutions, a numerical sensitivity analysis of the error as a function of the estimated parameters was carried out. Based on the errors behavior that is showed graphically through maps, it was demonstrated that the set of parameters estimated for each cell were reliable, meaningful, and realistic, and being related to errors lower than 9.1 109. Therefore, these results can be considered as global solutions of the optimization process. Moreover, based on the lower errors obtained from the optimization process, it was possible to affirm that the one-diode model is suitable to model the I-V curve of perovskite solar cells. Finally, the estimated parameters suggested that the average ideality factor is close to 2 when the fill factor of the I-V curves is higher than 0.5. Lower fill factors corresponded to ideality that was higher than 3, linked to lower efficiencies, and high loses effects reflected on lower shunt resistances. Lower ideality factor of 1.4 corresponds to the best performing solar cells.
publishDate 2018
dc.date.issued.none.fl_str_mv 2018
dc.date.accessioned.none.fl_str_mv 2021-09-17T21:30:46Z
dc.date.available.none.fl_str_mv 2021-09-17T21:30:46Z
dc.type.spa.fl_str_mv Artículo de investigación
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dc.identifier.doi.none.fl_str_mv 10.3390/en11081963
dc.identifier.eissn.none.fl_str_mv 1996-1073
url http://hdl.handle.net/10495/22513
identifier_str_mv 10.3390/en11081963
1996-1073
dc.language.iso.spa.fl_str_mv eng
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dc.relation.ispartofjournalabbrev.spa.fl_str_mv Energies
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dc.relation.citationissue.spa.fl_str_mv 8
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dc.relation.citationvolume.spa.fl_str_mv 11
dc.relation.ispartofjournal.spa.fl_str_mv Energies
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institution Universidad de Antioquia
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spelling Velilla Hernández, EstebanCano Quintero, Juan BernardoJiménez, KeonyValencia Velásquez, Jaime AlejandroRamírez Zora, Daniel EstibenJaramillo Isaza, FranklinCentro de Investigación Innovación y Desarrollo de Materiales (CIDEMAT)Grupo de Manejo Eficiente de la Energía (GIMEL)2021-09-17T21:30:46Z2021-09-17T21:30:46Z2018http://hdl.handle.net/10495/2251310.3390/en110819631996-1073ABSTRACT: With the aim to determine the photo-generated current, diode saturation current, ideality factor, shunt, and series resistances related to the one-diode model for p-i-n planar perovskite solar cells, reference cells with active area of approximately 1 cm2 and efficiencies ranging between 4.6 and 12.2% were fabricated and characterized at standard test conditions. To estimated feasible parameters, the mean square error between the I-V curve data of these cells and the circuital model results were minimized using a Genetic Algorithm combined with the Nelder-Mead method. When considering the optimization process solutions, a numerical sensitivity analysis of the error as a function of the estimated parameters was carried out. Based on the errors behavior that is showed graphically through maps, it was demonstrated that the set of parameters estimated for each cell were reliable, meaningful, and realistic, and being related to errors lower than 9.1 109. Therefore, these results can be considered as global solutions of the optimization process. Moreover, based on the lower errors obtained from the optimization process, it was possible to affirm that the one-diode model is suitable to model the I-V curve of perovskite solar cells. Finally, the estimated parameters suggested that the average ideality factor is close to 2 when the fill factor of the I-V curves is higher than 0.5. Lower fill factors corresponded to ideality that was higher than 3, linked to lower efficiencies, and high loses effects reflected on lower shunt resistances. 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