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 blendedfeature 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 H2O 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 H2O 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 blendedfeature 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 H2O 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 H2O 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/85099177093
U2 - 10.2514/6.2019-3285
DO - 10.2514/6.2019-3285
M3 - Conference contribution
SN - 9781624105890
T3 - AIAA Aviation 2019 Forum
SP - 1
EP - 19
BT - AIAA Aviation 2019 Forum
PB - American Institute of Aeronautics and Astronautics Inc, AIAA
T2 - AIAA Aviation 2019 Forum
Y2 - 17 June 2019 through 21 June 2019
ER -