Boosting(机器学习)
材料科学
扩散
钙钛矿(结构)
医学
工程物理
计算机科学
化学工程
人工智能
工程类
物理
热力学
作者
Mohamed Amine Benatallah,A. Elmohri,Yaacoub Ibrahim Bouderbala,Mir Waqas Alam,Selma Rabhi
标识
DOI:10.1002/adts.202401161
摘要
Abstract In this study, the functioning of flexible perovskite solar cells (FPSCs) is examined using drift‐diffusion SCAPS‐1D simulations under ideal conditions. The focus is on the CBz‐PAI interlayer at the perovskite and hole transport layer (HTL) interface and the impact of innovative materials for HTLs, electrons transport layers (ETLs), and transparent conduction electrodes (TCOs), such as AZO and MXene, in the front and back contacts. Initially, 50 configurations of ETLs, including BaZrS 3 , SnS 2 , STO, WS 2 , and ZrS 2 , as well as HTLs such as ACZTSe, CuBiS 3 , CZGS, and D‐PBTTT‐14, are tested to identify optimal architecture for enhancing device efficiency. The incorporation of the CBz‐PAI interlayer effectively reduces interfacial charge recombination, minimizing V OC losses and boosting overall performance. After further optimization and the integration of MXene as a back contact, the final FPSC design (PET/ITO/AZO/ZrS 2 /(FAPbI 3 ) 0.77 (MAPbBr 3 ) 0.14 (CsPbI 3 ) 0.09 /CBz‐PAI/CZGS/MXene‐V 3 C 2 F 2 ) achieves an impressive PCE of 27.17%, setting a new benchmark for FPSC efficiency.
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