Classification Characteristics of Carbon Nanotube Polymer Composite Chemical Vapor Detectors Huynh A Hinshaw

ISBN: 9781249592600

Published: October 9th 2012

Paperback

172 pages


Description

Classification Characteristics of Carbon Nanotube Polymer Composite Chemical Vapor Detectors  by  Huynh A Hinshaw

Classification Characteristics of Carbon Nanotube Polymer Composite Chemical Vapor Detectors by Huynh A Hinshaw
October 9th 2012 | Paperback | PDF, EPUB, FB2, DjVu, audiobook, mp3, ZIP | 172 pages | ISBN: 9781249592600 | 10.47 Mb

The first step in combating a chemical weapons threat is contamination avoidance. This is accomplished by the detection and identification of chemical agents. The Air Force has several instruments to detect chemical vapors, but is always looking forMoreThe first step in combating a chemical weapons threat is contamination avoidance.

This is accomplished by the detection and identification of chemical agents. The Air Force has several instruments to detect chemical vapors, but is always looking for lighter, faster, and more accurate technology for a better capability.

This research is focused on using carbon nanotube polymer composite sensors for chemical detection. More specifically, models are developed to classify three sets of sensor data according to vapor using various multivariate techniques. Also, prediction models of a mixed sensor output are developed using neural networks and regression analysis. The classifiers developed are able to accurately classify three vapors for a specific set of data, but have problems when tested against data from aged sensors as well as data generated from a different set of new sensors.

These results indicate that further research should be conducted to ensure accuracy in identifying chemical vapors using these types of sensors.



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