• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于机器学习的 BaZrS 硫属化物钙钛矿带隙工程

Machine Learning-Aided Band Gap Engineering of BaZrS Chalcogenide Perovskite.

机构信息

Department of Mechanical, Aerospace and Nuclear Engineering, Rensselaer Polytechnic Institute, 110 8th Street, Troy, New York 12180, United States.

Department of Physics, Applied Physics, and Astronomy, Rensselaer Polytechnic Institute, 110 8th Street, Troy, New York 12180, United States.

出版信息

ACS Appl Mater Interfaces. 2023 Apr 19;15(15):18962-18972. doi: 10.1021/acsami.3c00618. Epub 2023 Apr 4.

DOI:10.1021/acsami.3c00618
PMID:37014669
Abstract

The non-toxic and stable chalcogenide perovskite BaZrS fulfills many key optoelectronic properties for a high-efficiency photovoltaic material. It has been shown to possess a direct band gap with a large absorption coefficient and good carrier mobility values. With a reported band gap of 1.7-1.8 eV, BaZrS is a good candidate for tandem solar cell materials; however, its band gap is significantly larger than the optimal value for a high-efficiency single-junction solar cell (∼1.3 eV, Shockley-Queisser limit)─thus doping is required to lower the band gap. By combining first-principles calculations and machine learning algorithms, we are able to identify and predict the best dopants for the BaZrS perovskites for potential future photovoltaic devices with a band gap within the Shockley-Queisser limit. It is found that the Ca dopant at the Ba site or Ti dopant at the Zr site is the best candidate dopant. Based on this information, we report for the first time partial doping at the Ba site in BaZrS with Ca (i.e., BaCaZrS) and compare its photoluminescence with Ti-doped perovskites [i.e., Ba(ZrTi)S]. Synthesized (Ba,Ca)ZrS perovskites show a reduction in the band gap from ∼1.75 to ∼1.26 eV with <2 atom % Ca doping. Our results indicate that for the purpose of band gap tuning for photovoltaic applications, Ca-doping at the Ba-site is superior to Ti-doping at the Zr-site reported previously.

摘要

无毒且稳定的硫属卤化物钙钛矿 BaZrS 满足高效光伏材料的许多关键光电性能。研究表明,它具有直接带隙、大吸收系数和良好的载流子迁移率值。报道的带隙为 1.7-1.8 eV,BaZrS 是串联太阳能电池材料的良好候选材料;然而,其带隙明显大于高效单结太阳能电池(1.3 eV,肖克利-奎塞尔限制)的最佳值,因此需要掺杂来降低带隙。通过结合第一性原理计算和机器学习算法,我们能够识别和预测 BaZrS 钙钛矿的最佳掺杂剂,以用于未来具有肖克利-奎塞尔限制内带隙的光伏器件。研究发现,Ba 位的 Ca 掺杂或 Zr 位的 Ti 掺杂是最佳候选掺杂剂。基于此信息,我们首次报道了 BaZrS 中 Ba 位的部分掺杂(即 BaCaZrS),并将其与 Ti 掺杂的钙钛矿(即 Ba(ZrTi)S)的光致发光进行了比较。合成的(Ba,Ca)ZrS 钙钛矿的带隙从1.75 降至~1.26 eV,掺杂量小于 2 原子%。我们的结果表明,对于光伏应用的带隙调谐目的,Ba 位的 Ca 掺杂优于先前报道的 Zr 位的 Ti 掺杂。

相似文献

1
Machine Learning-Aided Band Gap Engineering of BaZrS Chalcogenide Perovskite.基于机器学习的 BaZrS 硫属化物钙钛矿带隙工程
ACS Appl Mater Interfaces. 2023 Apr 19;15(15):18962-18972. doi: 10.1021/acsami.3c00618. Epub 2023 Apr 4.
2
Ti-Alloying of BaZrS Chalcogenide Perovskite for Photovoltaics.用于光伏的硫属化物钙钛矿BaZrS的钛合金化
ACS Omega. 2020 Jul 24;5(30):18579-18583. doi: 10.1021/acsomega.0c00740. eCollection 2020 Aug 4.
3
Ab initio calculation of mechanical, electronic and optical characteristics of chalcogenide perovskite BaZrS at high pressures.高压下硫属钙钛矿BaZrS的力学、电子和光学特性的从头算计算。
Acta Crystallogr C Struct Chem. 2022 Oct 1;78(Pt 10):570-577. doi: 10.1107/S2053229622009147. Epub 2022 Sep 27.
4
Emerging BaZrS and Ba(Zr,Ti)S Chalcogenide Perovskite Solar Cells: A Numerical Approach Toward Device Engineering and Unlocking Efficiency.新兴的 BaZrS 和 Ba(Zr,Ti)S 硫族钙钛矿太阳能电池:器件工程与效率提升的数值方法
ACS Omega. 2024 Jan 17;9(4):4359-4376. doi: 10.1021/acsomega.3c06627. eCollection 2024 Jan 30.
5
Layered Dion-Jacobson-Type Chalcogenide Perovskite CsLaMX (M = Ta/Nb; X = S/Se) with a Narrow Band Gap of ∼1 eV as a Promising Rear Cell for All-Perovskite Tandem Solar Cells.具有约1 eV窄带隙的层状狄翁-雅各布森型硫族钙钛矿CsLaMX(M = Ta/Nb;X = S/Se)作为全钙钛矿串联太阳能电池的有前景的背电池。
ACS Appl Mater Interfaces. 2021 Oct 20;13(41):48971-48980. doi: 10.1021/acsami.1c10318. Epub 2021 Oct 6.
6
Solution-phase synthesis of alloyed Ba(ZrTi)S perovskite and non-perovskite nanomaterials.合金化Ba(ZrTi)S钙钛矿和非钙钛矿纳米材料的溶液相合成
Nanoscale. 2024 Sep 19;16(36):17126-17140. doi: 10.1039/d4nr02412e.
7
Colloidal BaZrS chalcogenide perovskite nanocrystals for thin film device fabrication.用于薄膜器件制造的胶体硫族化钡锆钙钛矿纳米晶体。
Nanoscale. 2021 Jan 28;13(3):1616-1623. doi: 10.1039/d0nr08078k.
8
Numerical simulation based performance enhancement approach for an inorganic BaZrS/CuO heterojunction solar cell.基于数值模拟的无机BaZrS/CuO异质结太阳能电池性能增强方法。
Sci Rep. 2024 Mar 31;14(1):7614. doi: 10.1038/s41598-024-57636-4.
9
Chalcogenide perovskites for photovoltaics.硫属化物钙钛矿用于光伏
Nano Lett. 2015 Jan 14;15(1):581-5. doi: 10.1021/nl504046x. Epub 2015 Jan 2.
10
InSe, InTe, and In(Se,Te) Alloys as Photovoltaic Materials.硒化铟、碲化铟及铟(硒,碲)合金作为光伏材料
J Phys Chem Lett. 2022 Dec 29;13(51):12026-12031. doi: 10.1021/acs.jpclett.2c02975. Epub 2022 Dec 21.

引用本文的文献

1
Numerical simulation based performance enhancement approach for an inorganic BaZrS/CuO heterojunction solar cell.基于数值模拟的无机BaZrS/CuO异质结太阳能电池性能增强方法。
Sci Rep. 2024 Mar 31;14(1):7614. doi: 10.1038/s41598-024-57636-4.
2
Emerging BaZrS and Ba(Zr,Ti)S Chalcogenide Perovskite Solar Cells: A Numerical Approach Toward Device Engineering and Unlocking Efficiency.新兴的 BaZrS 和 Ba(Zr,Ti)S 硫族钙钛矿太阳能电池:器件工程与效率提升的数值方法
ACS Omega. 2024 Jan 17;9(4):4359-4376. doi: 10.1021/acsomega.3c06627. eCollection 2024 Jan 30.