乙醇、氨和硫化氢气体的电子鼻检测与鉴别技术进展

M. Moufid, C. Tiebe, N. E. Bari, M. Bartholmai, B. Bouchikhi
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引用次数: 0

摘要

本工作的重点是设计和制造一种基于半导体气体传感器的低成本、快速响应的电子鼻(E-nose),用于识别氨(NH3)、乙醇(C2H5OH)和硫化氢(H2S)等合成气体。此外,分离不同浓度水平的每个考虑气体的能力进行了检查。利用主成分分析(PCA)对电子鼻数据集进行处理,对不同的合成气体有较好的辨别能力。此外,利用判别函数分析法(DFA)对不同浓度的分析气体进行了较好的分类。根据这些结果,可以说所开发的电子鼻系统构成了一种廉价、快速、易于使用和高效的合成气体检测工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Advance in electronic nose technology developed for the detection and discrimination of ethanol, ammonia, and hydrogen sulfide gases
This work focuses on the design and fabrication of low-cost and fast-response of an electronic nose (E-nose) based on semiconductor gas sensors, for discriminating some synthetic gases such as ammonia (NH3), ethanol (C2H5OH), and hydrogen sulfide (H2S). Additionally, the capability of separating different concentration levels of each considered gases was checked. Dataset treatment of E-nose by using Principal Component Analysis (PCA) showed a good discrimination of the different synthetic gases. Furthermore, perfect classification was reached of different concentration levels of the analysed gases by using Discriminant Function Analysis (DFA). In the light of these results, it could be stated that the developed E-nose system constitutes an inexpensive, rapid, simple to use, and efficient tool for synthetic gases detection.
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