DocumentCode :
2773602
Title :
Odor recognition systems for natural gas odorization monitoring
Author :
Zanchettin, Cleber ; Almeida, Leandro M. ; Menezes, Frederico D. ; Ludermir, Teresa B. ; Azevedo, Walter M.
Author_Institution :
Centre of Inf., Fed. Univ. of Pernambuco, Recife, Brazil
fYear :
2012
fDate :
10-15 June 2012
Firstpage :
1
Lastpage :
8
Abstract :
This paper presents a system consisting of physical sensors and intelligent software for the automatic identification of the concentration of natural gas odorants and details the development of the sensor and pattern recognition systems. The sensor system uses spectroscopic technology and the pattern recognition system uses wavelet and artificial neural network technology. The aim is to determine the concentration of a natural gas odorant in the environment and associate this concentration with the benchmark index, which measures the degree of human perception to the presence of gas in the environment. Experiments were conducted comparing the performance of the system with human performance, which is normally used to deal with this problem. The proposed system demonstrated promising results.
Keywords :
chemical engineering computing; chemical variables measurement; computerised monitoring; electronic noses; natural gas technology; neural nets; spectroscopy computing; wavelet transforms; artificial neural network technology; automatic natural gas odorant concentration identification; intelligent software; natural gas odorization monitoring; odor recognition systems; pattern recognition systems; physical sensors; spectroscopic technology; wavelet technology; Chemical sensors; Compounds; Natural gas; Optical sensors; Pattern recognition; Sensor systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks (IJCNN), The 2012 International Joint Conference on
Conference_Location :
Brisbane, QLD
ISSN :
2161-4393
Print_ISBN :
978-1-4673-1488-6
Electronic_ISBN :
2161-4393
Type :
conf
DOI :
10.1109/IJCNN.2012.6252601
Filename :
6252601
Link To Document :
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