TY - GEN
T1 - Sensitivity of blended baseline fitting method for direct absorption spectroscopy
AU - Weisberger, Joshua M.
AU - Desjardin, Paul E.
N1 - Publisher Copyright:
© 2019, American Institute of Aeronautics and Astronautics Inc, AIAA. All rights reserved.
PY - 2019
Y1 - 2019
N2 - Measurement of multiple species at moderate-to-high pressures in a single wavenumber scan using a tunable diode laser can result in blended features in the spectrum. A blended-feature baseline fitting method can be used to simultaneously determine the concentration of two species present in the laser scan range. The baseline fitting method was validated with previous experimental measurements at 1 atm, where a laser scanned the absorption lines of both H2 O and CO2 between 3683.5 cm−1 and 3686.5 cm−1. This study explores the extension and application of the fitting method to higher pressures using synthetically-created datasets. The peak wavenumber ranges used in the blended-feature baseline fitting method is determined to be generally constant for varying pressures. A metric from the creation of error surfaces is used to evaluate the sensitivity of the fitting of species relative to each other, and is used to evaluate the method at increasing pressures. The result of increasing the weighting of the error calculation of H2 O features over CO2 features results in increased errors in the simultaneous fitting of CO2 features. The fitting method is also found to be insensitive to increased levels of random noise in the raw dataset for all pressures.
AB - Measurement of multiple species at moderate-to-high pressures in a single wavenumber scan using a tunable diode laser can result in blended features in the spectrum. A blended-feature baseline fitting method can be used to simultaneously determine the concentration of two species present in the laser scan range. The baseline fitting method was validated with previous experimental measurements at 1 atm, where a laser scanned the absorption lines of both H2 O and CO2 between 3683.5 cm−1 and 3686.5 cm−1. This study explores the extension and application of the fitting method to higher pressures using synthetically-created datasets. The peak wavenumber ranges used in the blended-feature baseline fitting method is determined to be generally constant for varying pressures. A metric from the creation of error surfaces is used to evaluate the sensitivity of the fitting of species relative to each other, and is used to evaluate the method at increasing pressures. The result of increasing the weighting of the error calculation of H2 O features over CO2 features results in increased errors in the simultaneous fitting of CO2 features. The fitting method is also found to be insensitive to increased levels of random noise in the raw dataset for all pressures.
UR - https://www.scopus.com/pages/publications/85083941964
U2 - 10.2514/6.2019-0029
DO - 10.2514/6.2019-0029
M3 - Conference contribution
AN - SCOPUS:85083941964
SN - 9781624105784
T3 - AIAA Scitech 2019 Forum
BT - AIAA Scitech 2019 Forum
PB - American Institute of Aeronautics and Astronautics Inc, AIAA
T2 - AIAA Scitech Forum, 2019
Y2 - 7 January 2019 through 11 January 2019
ER -