Quantification of carcinogenic odor of formaldehyde with electronic nose technology

Hassan, Muhammad, Umar, Muhammad, Bermak, Amine, Ait Si Ali, Amine and Amira, Abbes (2016) Quantification of carcinogenic odor of formaldehyde with electronic nose technology. In: ISSE 2016 - IEEE International Symposium on Systems Engineering, 3rd - 5th October 2016, Edinburgh, Scotland.

Full text not available from this repository.
Official URL: https://doi.org/10.1109/SysEng.2016.7753123

Abstract

Based on recent experimental discoveries about a link between the length of exposure to formaldehyde and cancers of the lymphatic and hematopoietic systems, we present a low-cost and compact solution for monitoring formaldehyde in the environment by using electronic nose technology. This solution is centered on an array of gas sensors and a regression method. It has the potential to be deployment friendly, and can be used for long-Term monitoring, which is not economically feasible with the currently available methods for formaldehyde quantification. As a case study, we integrate eight low-cost commercial gas sensors to acquire signatures of formaldehyde exposure within a target concentration range from 0.25 to 2.5 ppm. For the quantification, a support vector regression method is used on the experimental data, quantifying it with a mean square error of 0.00097 in the target concentration range.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: support vector regression, formaldehyde quantification, electronic nose, array of gas sensors
Subjects: H600 Electronic and Electrical Engineering
Department: Faculties > Engineering and Environment > Computer and Information Sciences
Depositing User: Paul Burns
Date Deposited: 13 Apr 2018 14:01
Last Modified: 13 Apr 2018 14:01
URI: http://nrl.northumbria.ac.uk/id/eprint/33965

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