Solar Energy, Год журнала: 2024, Номер 286, С. 113189 - 113189
Опубликована: Дек. 12, 2024
Язык: Английский
Solar Energy, Год журнала: 2024, Номер 286, С. 113189 - 113189
Опубликована: Дек. 12, 2024
Язык: Английский
Chemical Physics Letters, Год журнала: 2024, Номер 857, С. 141733 - 141733
Опубликована: Ноя. 2, 2024
Язык: Английский
Процитировано
7Advanced Functional Materials, Год журнала: 2024, Номер unknown
Опубликована: Ноя. 19, 2024
Abstract The commercialization of perovskite solar cells (PSCs), as an emerging industry, still faces competition from other renewable energy technologies in the market. It is essential to ensure that PSCs are durable and stable high‐temperature environments order meet varied market demands hot regions or seasons. influence high temperatures on complex, encompassing factors such lattice strain, crystal phase changes, creation defects, ion movement. Furthermore, it intensifies vibrations phonon scattering, which turn impacts migration rate charge carriers. This review focuses durability organic–inorganic hybrid under temperatures. begins by analyzing impact external temperature variations internal dynamics PSCs. Subsequently, outlines various mechanisms provided different functional molecules, applied interface stabilization, grain boundary passivation, growth control, electrode protection, development new hole transport layers, enhance thermal stability Additionally, machine learning (ML) discussed for predicting structure stability, operational material screening, with a focus potential deep explainable artifical intelligence (AI) techniques
Язык: Английский
Процитировано
5Current Opinion in Colloid & Interface Science, Год журнала: 2024, Номер 74, С. 101848 - 101848
Опубликована: Авг. 31, 2024
Язык: Английский
Процитировано
3Colloids and Interfaces, Год журнала: 2025, Номер 9(2), С. 23 - 23
Опубликована: Апрель 10, 2025
Layered perovskites have been actively studied due to their outstanding electronic and optical properties as well kinetic stability. with hexagonal symmetry special properties, such the Dirac cone in band structure, similar graphene. In presented study, heterostructure of single-layer all-inorganic lead-free perovskite A3B2X9 type (A = Cs, Rb, K; B In, Sb; X Cl, Br) graphene (Gr) was studied. The structural characteristics A3B2X9/Gr composite were calculated using density functional theory. It found that is not deformed, while main deformation observed only perovskite. B-X bonds different sensitivities stretching or compression. Fermi level A3In2X9/Gr can be shifted down from point, which used create optoelectronic devices spacer layers for graphene-based resonant tunneling nanostructures.
Язык: Английский
Процитировано
0ACS Sustainable Chemistry & Engineering, Год журнала: 2025, Номер unknown
Опубликована: Май 6, 2025
Язык: Английский
Процитировано
0Materials Today Communications, Год журнала: 2024, Номер unknown, С. 110585 - 110585
Опубликована: Окт. 1, 2024
Язык: Английский
Процитировано
2Energies, Год журнала: 2024, Номер 17(23), С. 5998 - 5998
Опубликована: Ноя. 28, 2024
As we move towards the commercialization and upscaling of perovskite solar cells, it is essential to fabricate them in ambient environment rather than conventional glove box environment. The efficiency ambient-processed cells lags behind those fabricated controlled environments, primarily owing external environmental factors such as humidity temperature. In case device fabrication relying solely on a single parameter, temperature or humidity, insufficient for accurately characterizing conditions. Therefore, dew point introduced parameter which accounts both humidity. this study, machine learning model was developed predict based meteorological data, particularly point. A total 238 were fabricated, their photovoltaic parameters points collected from March December 2023. data used train various tree-based models, with random forest achieving highest accuracy. efficiencies January February 2024 predicted MAPE 4.44%. An additional Shapley Additive exPlanations analysis confirmed significance performance cells.
Язык: Английский
Процитировано
0Solar Energy, Год журнала: 2024, Номер 286, С. 113189 - 113189
Опубликована: Дек. 12, 2024
Язык: Английский
Процитировано
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