TY - JOUR
T1 - Instantaneous 3D flame imaging by background-oriented schlieren tomography
AU - Grauer, Samuel J.
AU - Unterberger, Andreas
AU - Rittler, Andreas
AU - Daun, Kyle J.
AU - Kempf, Andreas M.
AU - Mohri, Khadijeh
N1 - Funding Information:
Natural Sciences and Engineering Research Council of Canada (PGS-D3 Scholarship, Discovery Grant RGPIN 356267-2013 ); Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen ; Deutsche Forschungsgemeinschaft und Universität Duisburg-Essen (DFG INST20876/209-1 FUGG, INST20876/243-1 FUGG).
Publisher Copyright:
© 2018 The Combustion Institute
PY - 2018/10
Y1 - 2018/10
N2 - We apply background-oriented schlieren (BOS) imaging with computed tomography to reconstruct the instantaneous refractive index field of a turbulent flame in 3D. In BOS tomography, a network of cameras are focused through a variable index medium (such as a flame) onto a background of patterned images. BOS data consist of pixel-wise “deflections” between a reference and distorted image, caused by variations in the refractive index along the path between the camera and background. Multiple simultaneous BOS images, each from a unique perspective, are combined with a tomography algorithm to reconstruct the refractive index distribution (or optical density) in the probe volume. This quantity identifies the edges of the wrinkled turbulent flame surface. This is the first application of BOS imaging to flame tomography, setting the stage for low-cost 3D flame thermometry. Tomography is carried out within the Bayesian framework, using Tikhonov and total variation (TV) priors. The TV prior is more compatible with the abrupt spatial variation in the refractive index field caused by the flame front. We demonstrate the suitability of TV regularization using a proof-of-concept simulation of BOS tomography on an LES phantom. The technique was then used to reconstruct the instantaneous 3D refractive index field of an unsteady natural gas/air flame from a Bunsen burner using a 23-camera setup. Our results show how BOS tomography can capture and visualize 3D features of a flame and provide benchmark data for simulations.
AB - We apply background-oriented schlieren (BOS) imaging with computed tomography to reconstruct the instantaneous refractive index field of a turbulent flame in 3D. In BOS tomography, a network of cameras are focused through a variable index medium (such as a flame) onto a background of patterned images. BOS data consist of pixel-wise “deflections” between a reference and distorted image, caused by variations in the refractive index along the path between the camera and background. Multiple simultaneous BOS images, each from a unique perspective, are combined with a tomography algorithm to reconstruct the refractive index distribution (or optical density) in the probe volume. This quantity identifies the edges of the wrinkled turbulent flame surface. This is the first application of BOS imaging to flame tomography, setting the stage for low-cost 3D flame thermometry. Tomography is carried out within the Bayesian framework, using Tikhonov and total variation (TV) priors. The TV prior is more compatible with the abrupt spatial variation in the refractive index field caused by the flame front. We demonstrate the suitability of TV regularization using a proof-of-concept simulation of BOS tomography on an LES phantom. The technique was then used to reconstruct the instantaneous 3D refractive index field of an unsteady natural gas/air flame from a Bunsen burner using a 23-camera setup. Our results show how BOS tomography can capture and visualize 3D features of a flame and provide benchmark data for simulations.
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U2 - 10.1016/j.combustflame.2018.06.022
DO - 10.1016/j.combustflame.2018.06.022
M3 - Article
AN - SCOPUS:85049440415
SN - 0010-2180
VL - 196
SP - 284
EP - 299
JO - Combustion and Flame
JF - Combustion and Flame
ER -