TY - JOUR
T1 - Broadband chemical species tomography
T2 - Measurement theory and a proof-of-concept emission detection experiment
AU - Grauer, Samuel J.
AU - Tsang, Roger W.
AU - Daun, Kyle J.
N1 - Publisher Copyright:
© 2017 Elsevier Ltd
PY - 2017/9/1
Y1 - 2017/9/1
N2 - This work introduces broadband-absorption based chemical species tomography (CST) as a novel approach to reconstruct hydrocarbon concentrations from open-path attenuation measurements. In contrast to monochromatic CST, which usually involves solving a mathematically ill-posed linear problem, the measurement equations in broadband CST are nonlinear due to the integration of the radiative transfer equation over the detection spectrum. We present a transfer function that relates broadband transmittances to a path-integrated concentration, suitable for tomographic reconstruction, and use a Bayesian reconstruction technique that combines the measurement data with a priori assumptions about the spatial distribution of the target species. The technique is demonstrated by reconstructing a propane plume, and validating the results by point concentration measurements made with a flame ionization detector.
AB - This work introduces broadband-absorption based chemical species tomography (CST) as a novel approach to reconstruct hydrocarbon concentrations from open-path attenuation measurements. In contrast to monochromatic CST, which usually involves solving a mathematically ill-posed linear problem, the measurement equations in broadband CST are nonlinear due to the integration of the radiative transfer equation over the detection spectrum. We present a transfer function that relates broadband transmittances to a path-integrated concentration, suitable for tomographic reconstruction, and use a Bayesian reconstruction technique that combines the measurement data with a priori assumptions about the spatial distribution of the target species. The technique is demonstrated by reconstructing a propane plume, and validating the results by point concentration measurements made with a flame ionization detector.
UR - http://www.scopus.com/inward/record.url?scp=85019469593&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85019469593&partnerID=8YFLogxK
U2 - 10.1016/j.jqsrt.2017.04.030
DO - 10.1016/j.jqsrt.2017.04.030
M3 - Article
AN - SCOPUS:85019469593
SN - 0022-4073
VL - 198
SP - 145
EP - 154
JO - Journal of Quantitative Spectroscopy and Radiative Transfer
JF - Journal of Quantitative Spectroscopy and Radiative Transfer
ER -