NDLI: Data acquisition system development of an electronic nose for sulphate-reducing bacteria detection

Content Provider	IEEE Xplore Digital Library
Author	Tan, E.T. Halim, Z.A.
Copyright Year	2012
Description	Author affiliation: Collaborative Microelectronic Design Excellence Centre, University Sams Malaysia, Penang, Malaysia (Halim, Z.A.) \|\| School of Electrical and Electronic Engineering, University Sams Malaysia (Tan, E.T.)
Abstract	In the past few decades, electronic nose technologies have been increasingly implemented for environmental monitoring. This research aims to develop a portable instrument to measure and monitor the presence of sulphate-reducing bacteria (SRB) using the artificial olfactory system. The unchecked growth of SRB in anaerobic environments causes severe microbiological corrosion problems. Conventional methods or detection kits currently available in the market for SRB detection are very time-consuming to use and are thus inefficient for field use. The electronic nose system comprises an array of metal-oxide semiconductor sensors, a data processing unit, and an artificial neural network (ANN) pattern recognition unit. This paper presents the hardware and software design of a data acquisition system for the development of an electronic nose using field programmable gate array (FPGA) as the data processing unit. The data acquisition system is successfully designed and tested. Data collected from assessment experiments show that the oxidation-reduction reaction attributed to the presence of SRB leaves an obvious pattern on the outputs of the sensor within three hours. The characteristics observed and data collected from experiments are used to configure the recognition system for the implementation of automated identification in the future.
Starting Page	567
Ending Page	571
File Size	292898
Page Count	5
File Format	PDF
ISBN	9781457719684
e-ISBN	9781457719677
DOI	10.1109/ICIAS.2012.6306079
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-06-12
Publisher Place	Malaysia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Field Programmable Gate Array (FPGA) Sulphate-reducing Bacteria (SRB) Conferences Electronic nose Artificial intelligence
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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