Application of a sensor array based on capillary-attached conductive gas sensors for odor identification
An electronic nose based on an array of capillary-attached conductive gas sensors was fabricated. The identification ability of the developed structure was investigated by employing different categories of simple and complex odor databases. Feature data sets were generated from the dynamic and stead...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IOP Publishing
2010
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/13219/ http://psasir.upm.edu.my/id/eprint/13219/1/Application%20of%20a%20sensor%20array%20based%20on%20capillary.pdf |
| _version_ | 1848842052707549184 |
|---|---|
| author | Bahraminejad, Behzad Basri, Shahnor Isa, Maryam Hambali, Zarida |
| author_facet | Bahraminejad, Behzad Basri, Shahnor Isa, Maryam Hambali, Zarida |
| author_sort | Bahraminejad, Behzad |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | An electronic nose based on an array of capillary-attached conductive gas sensors was fabricated. The identification ability of the developed structure was investigated by employing different categories of simple and complex odor databases. Feature data sets were generated from the dynamic and steady state responses of the sensor array to the applied odor databases. Combinations of different feature extraction and classification methods were used to detect target gases. Validation of each technique was evaluated. Achievements of the study proved high classification rates of the fabricated e-nose in odor identification. It was indicated that gas identification is possible by applying the early selected portion of transient responses of the developed sensor array. The ability of the mentioned structure in analyzing gas mixtures was also investigated. The results presented high accuracy in the classification of gas mixtures. |
| first_indexed | 2025-11-15T07:53:00Z |
| format | Article |
| id | upm-13219 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T07:53:00Z |
| publishDate | 2010 |
| publisher | IOP Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-132192015-08-28T02:08:27Z http://psasir.upm.edu.my/id/eprint/13219/ Application of a sensor array based on capillary-attached conductive gas sensors for odor identification Bahraminejad, Behzad Basri, Shahnor Isa, Maryam Hambali, Zarida An electronic nose based on an array of capillary-attached conductive gas sensors was fabricated. The identification ability of the developed structure was investigated by employing different categories of simple and complex odor databases. Feature data sets were generated from the dynamic and steady state responses of the sensor array to the applied odor databases. Combinations of different feature extraction and classification methods were used to detect target gases. Validation of each technique was evaluated. Achievements of the study proved high classification rates of the fabricated e-nose in odor identification. It was indicated that gas identification is possible by applying the early selected portion of transient responses of the developed sensor array. The ability of the mentioned structure in analyzing gas mixtures was also investigated. The results presented high accuracy in the classification of gas mixtures. IOP Publishing 2010-08 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/13219/1/Application%20of%20a%20sensor%20array%20based%20on%20capillary.pdf Bahraminejad, Behzad and Basri, Shahnor and Isa, Maryam and Hambali, Zarida (2010) Application of a sensor array based on capillary-attached conductive gas sensors for odor identification. Measurement Science and Technology, 21 (8). art. no. 085204. pp. 1-17. ISSN 0957-0233 http://iopscience.iop.org/0957-0233/21/8/085204 10.1088/0957-0233/21/8/085204 |
| spellingShingle | Bahraminejad, Behzad Basri, Shahnor Isa, Maryam Hambali, Zarida Application of a sensor array based on capillary-attached conductive gas sensors for odor identification |
| title | Application of a sensor array based on capillary-attached conductive gas sensors for odor identification |
| title_full | Application of a sensor array based on capillary-attached conductive gas sensors for odor identification |
| title_fullStr | Application of a sensor array based on capillary-attached conductive gas sensors for odor identification |
| title_full_unstemmed | Application of a sensor array based on capillary-attached conductive gas sensors for odor identification |
| title_short | Application of a sensor array based on capillary-attached conductive gas sensors for odor identification |
| title_sort | application of a sensor array based on capillary-attached conductive gas sensors for odor identification |
| url | http://psasir.upm.edu.my/id/eprint/13219/ http://psasir.upm.edu.my/id/eprint/13219/ http://psasir.upm.edu.my/id/eprint/13219/ http://psasir.upm.edu.my/id/eprint/13219/1/Application%20of%20a%20sensor%20array%20based%20on%20capillary.pdf |