Abstract:
We have modeled the performance of an electronic nose, composed by tin dioxide commercial sensors, addressed to identify gases of relevance in polluted atmospheres. We analyze the possibilities of determining both the concentration and composition of a mixture of gases containing carbon monoxide, ethanol, methane or isobutane. We have modeled the theoretical response function of the array when sensing a mixture of gases, based on data from these commercial sensors, and designed an appropriate pattern recognition scheme for the simultaneous identification of a given gas and its concentration in the mixture. © 2001 Elsevier Science B.V.
Registro:
Documento: |
Artículo
|
Título: | Identification of pollutant gases and its concentrations with a multisensor array |
Autor: | Negri, R.Martín; Reich, S. |
Filiación: | INQUIMAE, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Pabellón 2, 1428 Buenos Aires, Argentina Escuela de Ciencia y Tecnología, Universidad de San Martín, Calle Alem 3901, Villa Ballester, 1653 Buenos Aires, Argentina
|
Palabras clave: | Electronic nose; Environmental relevant gases; Pattern recognition; Tin dioxide sensors; Air pollution; Environmental protection; Pattern recognition; Sensor data fusion; Electronic nose; Pollutant gases; Tin oxide sensors; Chemical sensors |
Año: | 2001
|
Volumen: | 75
|
Número: | 3
|
Página de inicio: | 172
|
Página de fin: | 178
|
DOI: |
http://dx.doi.org/10.1016/S0925-4005(01)00543-3 |
Título revista: | Sensors and Actuators, B: Chemical
|
Título revista abreviado: | Sens Actuators, B Chem
|
ISSN: | 09254005
|
CODEN: | SABCE
|
Registro: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_09254005_v75_n3_p172_Negri |
Referencias:
- Gardner, J.W., Bartlett, P.N., (1998) Electronic Noses, , Oxford University Press, Oxford
- Hanaki, S., Nakamoto, T., Moriizumi, T., Artificial odor-recognition system using neural network for estimating sensory quantities of blended fragrance (1996) Sens. Actuators A, 57, pp. 65-71
- Hong, H.K., Shin, H.W., Park, H.S., Yun, D.H., Kwon, C.H., Lee, K., Kim, S.T., Moriizumi, T., Gas identification using micro gas sensor array and neural-network pattern recognition (1996) Sens. Actuators B, 33, pp. 68-71
- Corcoran, P., Lowery, P., Anglesea, J., Optimal configuration of a thermally cycled gas sensor array with a neural network pattern recognition (1998) Sens. Actuators B, 48, pp. 448-455
- Gnani, D., Guidi, V., Ferroni, M., Faglia, G., Sberveglieri, G., High-precision neural pre-processing for signal analysis of a sensor array (1998) Sens. Actuators B, 47, pp. 77-83
- Gardner, J.W., Bartlett, P.N., Performance definition and standardization of electronic noses (1996) Sens. Actuators B, 33, pp. 60-67
- Romain, A.-C., Nicolas, J., Andre, P., In situ measurements of olfactive pollution with inorganic semiconductors: Inhibitions due to the influence of humidity and temperature (1997) Seminars Food Anal., 2, pp. 283-296
- Vlachos, D., Avaritsiotis, J., Fuzzy neural networks for gas sensing (1996) Sens. Actuators B, 33, pp. 77-82
- Göpel, W., Hesse, J., Zemel, J.N., Sensors. A comprehensive survey (1991) Chemical and Biochemical Sensors, Part 1, 2. , VCH, Weinheim
- Althainz, P., Goschnick, J., Ehrmann, S., Ache, H.J., Multisensor microsystem for contaminants in air (1996) Sens. Actuators B, 33, pp. 72-76
- Hertz, J., Krogh, A., Palmer, R., (1993) Introduction to the Theory of Neural Computation, , Addison-Wesley, Redwood City, CA
Citas:
---------- APA ----------
Negri, R.Martín & Reich, S.
(2001)
. Identification of pollutant gases and its concentrations with a multisensor array. Sensors and Actuators, B: Chemical, 75(3), 172-178.
http://dx.doi.org/10.1016/S0925-4005(01)00543-3---------- CHICAGO ----------
Negri, R.Martín, Reich, S..
"Identification of pollutant gases and its concentrations with a multisensor array"
. Sensors and Actuators, B: Chemical 75, no. 3
(2001) : 172-178.
http://dx.doi.org/10.1016/S0925-4005(01)00543-3---------- MLA ----------
Negri, R.Martín, Reich, S..
"Identification of pollutant gases and its concentrations with a multisensor array"
. Sensors and Actuators, B: Chemical, vol. 75, no. 3, 2001, pp. 172-178.
http://dx.doi.org/10.1016/S0925-4005(01)00543-3---------- VANCOUVER ----------
Negri, R.Martín, Reich, S.. Identification of pollutant gases and its concentrations with a multisensor array. Sens Actuators, B Chem. 2001;75(3):172-178.
http://dx.doi.org/10.1016/S0925-4005(01)00543-3