Detection and identification of the gas mixtures of n-propyl alcohol and iso-propyl alcohol based on ZnO sensor under dynamic temperature modulation

被引:1
|
作者
Meng, Fanli [1 ,2 ,3 ,4 ]
Li, Guanchao [1 ]
Ji, Hanyang [1 ]
Shen, Yanbai [5 ]
Yuan, Zhenyu [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[2] Northeastern Univ, Natl Frontiers Sci Ctr Ind Intelligence & Syst Opt, Shenyang 110819, Peoples R China
[3] Hebei Key Lab Micronano Precis Opt Sensing & Measu, Qinhuangdao 066004, Peoples R China
[4] Northeastern Univ, Key Lab Data Analyt & Optimizat Smart Ind, Minist Educ, Shenyang, Peoples R China
[5] Northeastern Univ, Sch Resources & Civil Engn, Shenyang 110819, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Dynamic temperature modulation; Gas mixtures; ZnO sensor; Concentration recognition; PROGRAMMED DESORPTION; PESTICIDE-RESIDUE; OXIDE; DECOMPOSITION;
D O I
10.1016/j.snb.2024.136583
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
N-propyl alcohol and isopropyl alcohol are common raw materials and solvents used in cosmetic manufacturing processes, and they can pose a health risk to production workers. Rapid online detection of their concentrations can provide protection for workers' health. However, the detection of the same type of gases with the same functional groups, especially the mixture of gases, is still a great challenge. In this paper, a simple method for detecting the concentration of a single gas in a mixture of gases is proposed. A mixture of n-propyl alcohol and isopropyl alcohol was detected by the dynamic temperature modulation method, and the low temperature steady state response and the high temperature steady state response of the dynamic response curve were used to reflect the concentrations of n-propyl alcohol and isopropyl alcohol, respectively. The test data were processed and clustered using linear discriminant analysis and the different concentration combinations of the gas mixtures were successfully separated. The concentrations of n-propyl alcohol and isopropyl alcohol were fitted separately using linear fitting with R2 of 0.99867 and 0.98783, respectively. After the gas response mechanism was analyzed, acetone which is the oxidized transition product of isopropyl alcohol was selected and the gas responses of the mixtures of n-propyl alcohol and acetone, and ethyl alcohol and acetone were measured, which verified the feasibility of the method. This paper realizes the detection of gas mixtures of the same type, simplifies the concentration identification process, and lays the foundation for online rapid detection in production environments.
引用
收藏
页数:11
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