Tailored Design-of-Experiments Approach for Device Performance Prediction and Optimization of Flash-Evaporated Organic–Inorganic Halide Perovskite-Based Photodetectors

Jonghoon Lee, Woocheol Lee, Jeongjae Lee, Kyeong Yoon Baek, Jiwon Shin, Jae Keun Kim, Junwoo Kim, Heebeom Ahn, Keehoon Kang, Takhee Lee

Research output: Contribution to journalArticlepeer-review

Abstract

Single-source flash evaporation method has recently gained attention for its potential as a rapid and solvent-free deposition method for producing organic–inorganic halide perovskite (OHP) films in large-scale. However, due to a complex nature of the different experimental parameters involved in the deposition process, it is not straightforward to obtain the optimal condition for producing high-quality OHP films. In this study, this problem is tackled by employing the design-of-experiment (DoE) process, which is an efficient statistical analysis for finding an optimized condition with a minimized number of experiments. The DoE process is used for optimizing the responsivity of the OHP photodetector devices against the input variables used in the deposition that yielded an enhanced responsivity of 112.2 mA W−1, which is up to an order of magnitude higher than that of the unoptimized devices. The experimental results using the DoE method provide not only the conditions required for enhancing the device performance but also the guidelines for improving the overall film quality through exploring the variable space of the flash evaporation technique.

Original languageEnglish
Article number2001131
JournalAdvanced Materials Technologies
Volume6
Issue number5
DOIs
Publication statusPublished - 2021 May

Bibliographical note

Funding Information:
J.L. and W.L. contributed equally to this work. The authors appreciate the financial support from the Korean National Research Foundations (Grant No. 2012026372, Grant No. 2019R1A6A1A10073437) funded by the Korean Ministry of Science and ICT. K.K appreciates the financial support by Postdoctoral Science Fellowship from POSCO TJ Park Foundation.

Publisher Copyright:
© 2021 Wiley-VCH GmbH

All Science Journal Classification (ASJC) codes

  • Materials Science(all)
  • Mechanics of Materials
  • Industrial and Manufacturing Engineering

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