Combinatorial Analysis Methodologies for Accelerated Research: The Case of Chalcogenide Thin-Film Photovoltaic Technologies

被引:5
作者
Fonoll-Rubio, Robert [1 ]
Becerril-Romero, Ignacio [1 ]
Vidal-Fuentes, Pedro [1 ]
Grau-Luque, Enric [1 ]
Atlan, Fabien [1 ]
Perez-Rodriguez, Alejandro [1 ,2 ]
Izquierdo-Roca, Victor [1 ]
Guc, Maxim [1 ]
机构
[1] Catalonia Inst Energy Res IREC, St Adria De Besos Barcel 08930, Spain
[2] Univ Barcelona, Dept Engn Elect & Biomed, IN2UB, Barcelona 08028, Spain
基金
欧盟地平线“2020”;
关键词
chalcogenides; combinatorial analyses; correlation analyses; discrete libraries; gradient libraries; machine learning; thin-film photovoltaics; CHEMICAL BATH DEPOSITION; X-RAY-DIFFRACTION; HIGH-THROUGHPUT METHODS; COMPOSITION-SPREAD; OPTOELECTRONIC PROPERTIES; MATERIALS LIBRARIES; SOLAR-CELLS; DISCOVERY; IDENTIFICATION; OPTIMIZATION;
D O I
10.1002/solr.202200235
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
One of the fastest ways for the discovery, understanding, development, and further optimization of new complex materials is the application of combinatorial analysis methodologies, which have already shown impressive results for different organic and inorganic materials, leading to the fast development of different scientific fields and industrial applications. However, in the case of thin-film materials for optoelectronic devices and, in particular, for second-generation photovoltaic (PV) devices, the application of combinatorial analysis is still quite uncommon with a desultory rather than systematic application. The present review discusses the main constraints for the application of combinatorial analysis to thin-film materials with a focus on chalcogenide compounds and different strategies to overcome them. Special attention is paid to the requirements for the preparation of graded thin films, characterization, and analysis of the results, providing different hints for the implementation of high-quality combinatorial analysis. Finally, an overview of the currently published results in the field of chalcogenide thin-film PV technologies is presented, showing the relevance of the combinatorial approach for boosting the development not only of this promising PV technology, but also of other optoelectronic devices based on complex materials and multilayered structures.
引用
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页数:17
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