Unique Photoactivated Time-Resolved Response in 2D GeS for Selective Detection of Volatile Organic Compounds

被引:16
|
作者
Mohammadzadeh, Mohammad Reza [1 ]
Hasani, Amirhossein [1 ]
Jaferzadeh, Keyvan [2 ]
Fawzy, Mirette [3 ]
De Silva, Thushani [1 ]
Abnavi, Amin [1 ]
Ahmadi, Ribwar [1 ]
Ghanbari, Hamidreza [1 ]
Askar, Abdelrahman [1 ]
Kabir, Fahmid [1 ]
Rajapakse, R. K. N. D. [1 ]
Adachi, Michael M. [1 ]
机构
[1] Simon Fraser Univ, Sch Engn Sci, Burnaby, BC V5A 1S6, Canada
[2] Concordia Univ, Dept Comp Sci & Software Engn, Montreal, PQ H3G 1M8, Canada
[3] Simon Fraser Univ, Dept Phys, Burnaby, BC V5A 1S6, Canada
基金
加拿大创新基金会; 加拿大自然科学与工程研究理事会;
关键词
2D Materials; GeS; machine learning; sensors; volatile organic compounds (VOCs) detection; GAS SENSORS; GRAPHENE; PERFORMANCE; POLY(3,4-ETHYLENEDIOXYTHIOPHENE)-POLY(STYRENESULFONATE);
D O I
10.1002/advs.202205458
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Volatile organic compounds (VOCs) sensors have a broad range of applications including healthcare, process control, and air quality analysis. There are a variety of techniques for detecting VOCs such as optical, acoustic, electrochemical, and chemiresistive sensors. However, existing commercial VOC detectors have drawbacks such as high cost, large size, or lack of selectivity. Herein, a new sensing mechanism is demonstrated based on surface interactions between VOC and UV-excited 2D germanium sulfide (GeS), which provides an effective solution to distinguish VOCs. The GeS sensor shows a unique time-resolved electrical response to different VOC species, facilitating identification and qualitative measurement of VOCs. Moreover, machine learning is utilized to distinguish VOC species from their dynamic response via visualization with high accuracy. The proposed approach demonstrates the potential of 2D GeS as a promising candidate for selective miniature VOCs sensors in critical applications such as non-invasive diagnosis of diseases and health monitoring.
引用
收藏
页数:10
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