Title :
Design and implementation a real-time electronic nose system
Author :
Kai Song ; Qi Wang ; Hongquan Zhang ; Yingguo Cheng
Author_Institution :
Dept. of Autom. Testing & Control, Harbin Inst. of Technol., Harbin, China
Abstract :
A real-time electronic nose system is designed to analyze methane (CH4), hydrogen (H2) and their mixtures, the main combustible gases in the environment. The system is based on a single chip for acquiring measurement data from a gas sensor array. Four Fe2O3 gas sensors with little humidity effect are employed in the gas sensor array. A principal component regression (PCR) method is applied to process the electronic nose data. Software is developed in the LabVIEW environment for detecting the above combustible gases. Experimental results show that PCR has a good performance for predicting gas concentrations in a binary gas mixture. It proves that the designed electronic nose system can detect the combustible gases in real-time and quantify their concentrations accurately.
Keywords :
combustion; electronic noses; hydrogen; organic compounds; principal component analysis; real-time systems; regression analysis; sensor arrays; virtual instrumentation; LabVIEW environment; binary gas mixture; combustible gas; gas sensor array; humidity effect; hydrogen; methane; principal component regression method; real-time electronic nose system; Electronic noses; Gas detectors; Gases; Humidity; Hydrogen; Pattern analysis; Pattern recognition; Real time systems; Sensor arrays; Sensor systems; combustible gas detection; electronic nose; gas mixture analysis; principal component regression;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2009. I2MTC '09. IEEE
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-3352-0
DOI :
10.1109/IMTC.2009.5168519