Recalibration of a gas-sensor array system related to sensor replacement
Publication details
Journal : Analytica Chimica Acta , vol. 512 , p. 199–206–8 , 2004
Publisher : Elsevier
International Standard Numbers
:
Printed
:
0003-2670
Electronic
:
1873-4324
Publication type : Academic article
Issue : 2
Links
:
DOI
:
doi.org/10.1016/j.aca.2004.03....
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Kjetil Aune
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Summary
Univariate multiplicative drift correction and multivariate component correction were applied for recalibration of long-term measurement data acquired with a solid-state gas-sensor array system. The efficiency of the methods was evaluated by classifying recalibrated measurement data using k-nearest neighbor classification and partial least-squares discriminant analysis. For the measurement data in this experiment both multiplicative drift correction and component correction appeared to be useful for recalibration of measurement data from the new gas-sensor array with regard to measurement data acquired with the old replaced gas-sensor array. (C) 2004 Elsevier B.V. All rights reserved.