The Library
Chemical selection for the calibration of general-purpose electronic noses based on Silhouette coefficients
Tools
Tools
Tools
Wu, Zhiyuan, Tian, Fengchun, Covington, James A., Li, Hantao and Deng, Siyuan (2023) Chemical selection for the calibration of general-purpose electronic noses based on Silhouette coefficients. IEEE Transactions on Instrumentation and Measurement, 72 . doi:10.1109/tim.2022.3228283 ISSN 1557-9662.
|
PDF
WRAP-Chemical-selection-calibration-electronic-noses-silhouette-coefficients-23.pdf - Accepted Version - Requires a PDF viewer. Download (1345Kb) | Preview |
Official URL: https://doi.org/10.1109/tim.2022.3228283
Abstract
Sensor drift is often application-dependent and results in a reduction in the overall long-term performance of electronic noses. Even with drift compensation it is remains challenging to transfer these models to other application scenarios. In order to remedy this deficiency, different/generic chemicals are needed to provide a general-purpose calibration approach that can be applied to a wide range of electronic noses. In this article, we investigated a method to identify these chemicals based on four criteria (universality, safety, sensibility, and differentiation). This concept was tested on an in-house electronic nose comprising 37 gas sensors and four environmental sensors combined with an automatic gas acquisition system. The 14 different volatile compounds were tested over four months. The silhouette coefficient was used to evaluate the extent of the sensor drift. Six different chemicals (acetone, alcohol, ethyl acetate, tetrahydrofuran, acetaldehyde, and n-hexane) were finally selected as the most appropriate to calibrate our electronic nose (E-nose). We believe our research may motivate the design of a reasonable chemical selection method for the calibration of general-purpose E-noses.
| Item Type: | Journal Article | ||||||
|---|---|---|---|---|---|---|---|
| Subjects: | Q Science > QP Physiology T Technology > TD Environmental technology. Sanitary engineering T Technology > TK Electrical engineering. Electronics Nuclear engineering T Technology > TP Chemical technology |
||||||
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||||
| SWORD Depositor: | Library Publications Router | ||||||
| Library of Congress Subject Headings (LCSH): | Chemical detectors, Electrochemical sensors, Olfactory sensors, Olfactory receptors, Volatile organic compounds | ||||||
| Journal or Publication Title: | IEEE Transactions on Instrumentation and Measurement | ||||||
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE) | ||||||
| ISSN: | 1557-9662 | ||||||
| Official Date: | 28 December 2023 | ||||||
| Dates: |
|
||||||
| Volume: | 72 | ||||||
| DOI: | 10.1109/tim.2022.3228283 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Reuse Statement (publisher, data, author rights): | © 2023 Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | ||||||
| Access rights to Published version: | Restricted or Subscription Access | ||||||
| Date of first compliant deposit: | 15 March 2023 | ||||||
| Date of first compliant Open Access: | 15 March 2023 | ||||||
| RIOXX Funder/Project Grant: |
|
Request changes or add full text files to a record
Repository staff actions (login required)
 |
View Item |
Downloads
Downloads per month over past year
