Title :
Assessment of the final metrological characteristics of a MOEMS based NDIR spectrometer through system modelling and data processing
Author :
Calaza, C. ; Meca, E. ; Marco, S. ; Moreno, M. ; Samitier, J. ; Fonseca, L. ; Gracia, I. ; Cane, C.
Author_Institution :
Departament d´´Electronica, Barcelona Univ., Spain
Abstract :
A model of a miniaturised NDIR (Non Dispersive Infrared) gas analysis system, aiming to predict the final system specifications, is presented. It comprises the different elements of the NDIR detector, including a surface micromachined Fabry-Perot tuneable filter. These models have been used to estimate the response of the NDIR system to different gas mixtures. Multivariate regression methods like Partial Least Squares (PLS) allow the recovery of the true sample composition from the IR absorption spectra measured with the NDIR system, despite the limited selectivity of the filter. Combining model and data processing permits one to predict the effect on the final system specification of design parameters. Here we compare the effect of the technology used for the filter on the system errors.
Keywords :
Fabry-Perot interferometers; infrared detectors; infrared spectrometers; integrated optics; least squares approximations; micro-optics; modelling; optical filters; optical tuning; simulation; spectrochemical analysis; thermopiles; Fabry-Perot tuneable filter; IR absorption spectra; IR detector; MOEMS based NDIR spectrometer; data processing; design parameters; gas mixtures; infrared gas analysis system; miniaturised gas analysis system; multivariate regression methods; nondispersive IR gas analysis system; nondispersive IR spectrometer; partial least squares; surface micromachined tuneable filter; system modelling; system specifications prediction; Data processing; Detectors; Dispersion; Electromagnetic wave absorption; Fabry-Perot; Filters; Least squares methods; Multivariate regression; Predictive models; Spectroscopy;
Conference_Titel :
Sensors, 2002. Proceedings of IEEE
Print_ISBN :
0-7803-7454-1
DOI :
10.1109/ICSENS.2002.1037310