Discrimination of Forane 134a and carbon dioxide concentrations in an air conditioned atmosphere with an electronic nose : Influence of the relative humidity

Claude Delpha 1 Martine Lumbreras Maryam Siadat 2
1 L2S - Laboratoire des signaux et systèmes
2 LMOPS - Laboratoire Matériaux Optiques, Photonique et Systèmes
Abstract : Nowadays, lots of efforts are done all over the world to protect the atmosphere from the greenhouse effects. In the field of smart sensors, new applications called electronic noses are developed and used for environmental air quality control. We present here such an application based on a TGS sensor array for the detection of two main gases inducing green house effects: a new refrigerant type gas and carbon dioxide (CO2). In this paper, we propose to study the influence of the relative humidity rate on the quantification of these gases and the ability of our system to successfully identify the concentration of unknown test samples. After summarising the experimental system used for the accurate characterisation of the chosen sensor array and giving the obtained experimental results, we present and compare the gas quantification results obtained with principal component analysis (PCA) and discriminant factorial analysis (DFA). We prove that the presence of humidity has a great influence on the sensor responses and the gas concentration discrimination in an air conditioned atmosphere and we show that DFA offers the best results for this quantification even that PCA is the more used method in the literature.
Document type :
Journal articles
Liste complète des métadonnées
https://hal-supelec.archives-ouvertes.fr/hal-00871175
Contributor : Claude Delpha <>
Submitted on : Wednesday, October 9, 2013 - 1:57:24 AM
Last modification on : Thursday, April 5, 2018 - 12:30:21 PM

Links full text

istex

Identifiers

Collections

L2S | SUPELEC | SUP_LSS | SUP_SIGNAUX | UNIV-LORRAINE

Citation

Claude Delpha, Martine Lumbreras, Maryam Siadat. Discrimination of Forane 134a and carbon dioxide concentrations in an air conditioned atmosphere with an electronic nose : Influence of the relative humidity. Sensors and Actuators B: Chemical, Elsevier, 2001, 80 (1), pp.59-67. ⟨10.1016/S0925-4005(01)00887-5⟩. ⟨hal-00871175⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

166

Contact

support.ccsd.cnrs.fr
hal.support@ccsd.cnrs.fr
Logo CCSD