Application of neural network in surfactant analysis via infrared spectroscopy method

Pao Yue-kong Library Electronic Theses Database

Application of neural network in surfactant analysis via infrared spectroscopy method

 

Author: Lam, Yik-oi
Title: Application of neural network in surfactant analysis via infrared spectroscopy method
Degree: M.Sc.
Year: 1995
Subject: Surface active agents -- Analysis
Neural networks (Computer science)
Infrared spectroscopy
Hong Kong Polytechnic University -- Dissertations
Department: Multi-disciplinary Studies
Pages: iii, 105 leaves : ill. ; 30 cm
Language: English
InnoPac Record: http://library.polyu.edu.hk/record=b1183543
URI: http://theses.lib.polyu.edu.hk/handle/200/1650
Abstract: The possibility to implement a backpropagation neural network for surfactant analysis via infrared spectra is studied in this dissertation. It was found that the network is applicable to identify the surfactant class of an unknown compound via its infrared spectrum even if the unknown compound is a mixture. A number of implementation issues have been identified and evaluated. Recommendation for future implementation have also been made. The study indicates that a neural network approach to develop auto-interpretation system for surfactant analysis via infrared spectra is suitable for formulation chemists who have only limited computer and spectroscopy knowledge.

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