Optical Electronic Nose Based on Fe (III) Complex of Porphyrins Films for Detection of Volatile Compounds

Abstract:

Electronic nose is a device that attempts to mimic the living being smell system for detection of particular gases or volatile compounds. This paper reports the development of an optical electronic nose using Fe (III) based metalloporphyrins Langmuir-Blodgett thin films as sensing elements for discriminating four volatiles, 2-propanol, acetone, cyclohexane and ethanol. A multilayer feed forward neural network was developed to classify the input vectors from these two sensors. After the network being trained 100 times and introduced to blind samples, it was found that there are three fault decision for propanol, two for acetone, five for cyclohexane and one four ethanol, during 50 times being recognized to the samples.

• Periodical: Key Engineering Materials (Volume 495)
• Pages: 75-78
• DOI: https://doi.org/10.4028/www.scientific.net/KEM.495.75
• Online since: November 2011
• Authors: Akrajas Ali Umar, Muhamad Mat Salleh, Muhammad Yahaya
• Keywords: Back Propagation Algorithm (BPA), Metalloporphyrins, Neural Network (NN), Optical Electronic Nose

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