Multi-Channel Intelligent Electronic Nose for Rapid Identification of Complex Hazardous Gases

We report an intelligent electronic nose based on the 18-channel sensors (16 gas sensors, 1 humidity sensor and 1 temperature sensor), integrated with Drosophila-inspired neural network algorithm. This microsystem is capable of detecting toxic and harmful gases within 1 s and identifying various hazardous gases with a high accuracy of 98.5% even in harsh environments such as device damage and high humidity. It demonstrates the potential for precise and rapid gas recognition.

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Published
2025-03-09
DOI
https://doi.org/10.1109/edtm61175.2025.11040415
Primary Topic
Advanced Chemical Sensor Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

Multi-Channel Intelligent Electronic Nose for Rapid Identification of Complex Hazardous Gases

Fangyu Zhao, Jiachuang Wang, Tiger H. Tao, Nan Qin et al.
Advanced Chemical Sensor Technologies
article

Multi-Channel Intelligent Electronic Nose for Rapid Identification of Complex Hazardous Gases

Fangyu Zhao, Jiachuang Wang, Tiger H. Tao, Nan Qin, Wenyuan Liu
article en

Abstract

We report an intelligent electronic nose based on the 18-channel sensors (16 gas sensors, 1 humidity sensor and 1 temperature sensor), integrated with Drosophila-inspired neural network algorithm. This microsystem is capable of detecting toxic and harmful gases within 1 s and identifying various hazardous gases with a high accuracy of 98.5% even in harsh environments such as device damage and high humidity. It demonstrates the potential for precise and rapid gas recognition.

State Key Laboratory of Transducer Technology (CN), Shanghai Institute of Microsystem and Information Technology (CN)
National Natural Science Foundation of China, National Science and Technology Major Project, Youth Innovation Promotion Association, National Science Fund for Distinguished Young Scholars, Key Research Program of Frontier Science, Chinese Academy of Sciences
Climate action
Openalex Percentile: Top 86%
Advanced Chemical Sensor Technologies
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Multi-Channel Intelligent Electronic Nose for Rapid Identification of Complex Hazardous Gases — Fangyu Zhao, Jiachuang Wang, et al. · (2025) | TGRS Research Map | TGRS