Gas discrimination in an air-conditioned system

Citation
F. Sarry et M. Lumbreras, Gas discrimination in an air-conditioned system, IEEE INSTR, 49(4), 2000, pp. 809-812
Citations number
17
Categorie Soggetti
Instrumentation & Measurement
Journal title
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
ISSN journal
00189456 → ACNP
Volume
49
Issue
4
Year of publication
2000
Pages
809 - 812
Database
ISI
SICI code
0018-9456(200008)49:4<809:GDIAAS>2.0.ZU;2-J
Abstract
In this work, an identification system based on an array of semiconductor t in dioxide gas sensors has been developed. This system has provided a good success rate in the discrimination of carbon dioxide, forane R134a or their mixtures without a sensor dedicated to carbon dioxide, After a characteriz ation of the five-sensor array, prp-treatment was tested on the collected d ata to select the most representative parameters. Then the information cont ained in the resulting look-up table was analyzed with PCA, but no signific ant result was observed. Discriminant factorial analysis was then used and has shown a better separation of the different clusters. Next, unknown data were taken to validate the classification. The results show that a reliabl e system can be designed using nondedicated chemical semiconductor gas sens ors.