A novel chemical sensor using CH3Si(OCH3)(3) sol-gel thin film coated quartz-resonator microbalance

被引:25
作者
Nanto, H
Tsubakino, S
Habara, M
Kondo, K
Morita, T
Douguchi, Y
Nakazumi, H
Waite, RI
机构
[1] IND RES INST ISHIKAWA,KANAZAWA,ISHIKAWA 92002,JAPAN
[2] UNIV OSAKA PREFECTURE,COLL ENGN,DEPT APPL MAT SCI,SAKAI,OSAKA 593,JAPAN
[3] ROSE HULMAN INST TECHNOL,TERRE HAUTE,IN 47803
关键词
alcohol sensor; quartz-resonator; sol-gel-film; principal component; neural network; pattern recognition;
D O I
10.1016/S0925-4005(97)80008-1
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Transient response curves for aromas from ethanol solutions or several kinds of alcohols with different ethanol concentrations are observed using CH3Si(OCH3)(3) a sol-gel-film-coated quartz crystal resonator gas sensor. The pattern recognition analysis using principal component analysis or neural network analysis is carried out using three parameters which characterize the transient response curves. The recognition probability of neural network for five kinds of alcohols such as Japanese Sake (ethanol concentration 15%), Shoutyuu (25%), cognac (45%), vodka (50%) and vodka (95%) is 100% for 50 trials.
引用
收藏
页码:312 / 316
页数:5
相关论文
共 9 条