ONLINE POST CONSUMER PACKAGE IDENTIFICATION BY NIR SPECTROSCOPY COMBINED WITH A FUZZYARTMAP CLASSIFIER IN AN INDUSTRIAL-ENVIRONMENT

Citation
R. Feldhoff et al., ONLINE POST CONSUMER PACKAGE IDENTIFICATION BY NIR SPECTROSCOPY COMBINED WITH A FUZZYARTMAP CLASSIFIER IN AN INDUSTRIAL-ENVIRONMENT, Applied spectroscopy, 51(3), 1997, pp. 362-368
Citations number
16
Categorie Soggetti
Instument & Instrumentation",Spectroscopy
Journal title
ISSN journal
00037028
Volume
51
Issue
3
Year of publication
1997
Pages
362 - 368
Database
ISI
SICI code
0003-7028(1997)51:3<362:OPCPIB>2.0.ZU;2-H
Abstract
An optical setup consisting of a high-throughput near-IR (NIR) spectro graph with an InGaAs-array detector and specially designed collection optics is used to record spectra from post consumer packages located o n an industrial conveyor belt. NIR spectra of packages of different po lymers (PE, PET, PP, PS, and PVC) and of a cardboard/plastic compound are recorded between 900 and 1700 nm with 6.3-ms integration time, The visual distinction between the spectra is demonstrated by aid of prin cipal component analysis (PCA) plots. The spectra are further classifi ed by a FuzzyARTMAP neural network. The method is assessed to be suita ble for on-line identification under industrial conditions.