• DocumentCode
    2597040
  • 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
  • fYear
    2009
  • fDate
    5-7 May 2009
  • Firstpage
    589
  • Lastpage
    592
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference, 2009. I2MTC '09. IEEE
  • Conference_Location
    Singapore
  • ISSN
    1091-5281
  • Print_ISBN
    978-1-4244-3352-0
  • Type

    conf

  • DOI
    10.1109/IMTC.2009.5168519
  • Filename
    5168519