Research of Supporting Platform of Machine Olfaction

Abstract:

A template technology has been applied to the platform of machine olfaction. The simulation sensor array template receives field odor data or simulates the data via recorders in database, and transmits to the platform. The platform consists of several distributed monitoring subsystems based on the simulation template. Each subsystem matches a set of gas sensors array, and has functions of logging data, communicating and simulating industry application. The data from the subsystem and the preprocessed data are sent to the web server center and stored in the databases. The data has been collected, and sensor performance analyzing are performed by several layer algorithms. While the exchanging algorithms convert the field odor data to gas concentrations with ppm values, the expert systems or recognition algorithms analyze the ppm values and show the application results. All data of each layer are stored in server database systems, and each layer algorithms can been updated and saved. Finally, the supporting platform that applied to industrial monitoring systems, was developed with a kind of industrial configuration softwares, web MIS and databases, and was utilized to realize monitor to the environmental systems by the simulation template.

• Periodical: Applied Mechanics and Materials (Volumes 475-476)
• Pages: 550-553
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.475-476.550
• Online since: December 2013
• Authors: Hua Fang, Yun Xiang Liu*, Wan Jun Yu, Wen Ju Li, Ming Lei Shu
• Keywords: Gas Sensor Array, Machine Olfaction, Simulation Template, Supporting Platform

References

[1] J. W. Gardner and P. N. Bartlett. Sensors and Actuators B: Chemical, vol. 18(1994), pp.210-211.

[2] Marta Ruiz-Llata, Pedro Martín-Mateos. Sensors and Actuators B: Chemical, vol. 191 (2013), pp.371-376.

[3] Rajesh, Ahuja. T and Kumar.D. Sensors and Actuators B: Chemical, vol. 136 (2009), pp.275-286.

[4] Nisar. A, Afzulpurkar. N, Mahaisavariya. B, and Tuantranont.A. Sensors and Actuators B: Chemical, vol. 130 ( 2008), pp.917-942.

DOI: 10.1016/j.snb.2007.10.064

[5] Julija Baniukevic, Justina Kirlyte, Arunas Ramanavicius, and Almira Ramanaviciene. Sensors and Actuators B: Chemical, vol. 189 (2013), pp.217-223.

DOI: 10.1016/j.snb.2013.03.126

[6] Z. Herrasti, I. Etxabe, J.M. Mitxelena, I. Gabilondo, M.P. Martínez, and F. Martínez. Sensors and Actuators B: Chemical, vol. 189 (2013), pp.66-70.

DOI: 10.1016/j.snb.2012.12.083

[7] Lee, J. H. Sensors and Actuators B: Chemical, vol. 140 (2009), pp.319-336.

[8] Kumar. A, Kim. H and Hancke G.P. IEEE Sensors Journal, vol. 13 (2013), pp.1329-1339.

[9] D. D. Lee and D. S. Lee: Environment gas sensors. IEEE Sensors Journal, vol. 1(2001),  pp.214-215.

[10] Y. Kim, R. G. Evans and W. M. Iversen. IEEE Transactions on Instrumentation and Measurement, vol. 57 (2008), pp.1379-1387.

[11] Minghua Shi, Bin Guo, Bermak. A: Redundancy Analysis for Tin Oxide Gas Sensor Array. Electronic Design, Test and Applications, third IEEE International Workshop on 2006, pp.448-454.

DOI: 10.1109/delta.2006.75