TY - JOUR
T1 - Low speed numerical and experimental validation of a solving methodology for the inverse heat conduction problem by means of quantitative infra-red thermography
AU - Baldani, F.
AU - Bosschaerts, W.
AU - Harmand, S.
AU - Arts, T.
PY - 2014
Y1 - 2014
N2 - The presented paper deals with the solution of the Inverse Heat Conduction Problem (IHCP) through the use of quantitative Infra Red thermography (QIRT) and proposes a solving methodology for the IHCP as a "ill-posed" problem. To solve the IHCP the surface temperature of a heat conducting body is used as boundary condition after measurement by means of an I.R. camera. The proposed methodology is first tested numerically and, subsequently, experimentally on a heated flat plate in a low subsonic speed wind tunnel. The "ill-posed" nature of the IHCP translates into a high sensibility to measurement errors, possibly leading to non-unique solutions. To reduce this sensibility a ridge regression based regularization methodology is proposed. Near-wall and free flow boundary conditions are imposed using Constant Temperature Anemometry (CTA). Results show good agreement between the proposed IHCP solution and reference cases, both for the numerical and the experimental analysis. Moreover, the proposed regularization applied for the experimental analysis is shown to enhance the accuracy of the obtained solution of the IHCP.
AB - The presented paper deals with the solution of the Inverse Heat Conduction Problem (IHCP) through the use of quantitative Infra Red thermography (QIRT) and proposes a solving methodology for the IHCP as a "ill-posed" problem. To solve the IHCP the surface temperature of a heat conducting body is used as boundary condition after measurement by means of an I.R. camera. The proposed methodology is first tested numerically and, subsequently, experimentally on a heated flat plate in a low subsonic speed wind tunnel. The "ill-posed" nature of the IHCP translates into a high sensibility to measurement errors, possibly leading to non-unique solutions. To reduce this sensibility a ridge regression based regularization methodology is proposed. Near-wall and free flow boundary conditions are imposed using Constant Temperature Anemometry (CTA). Results show good agreement between the proposed IHCP solution and reference cases, both for the numerical and the experimental analysis. Moreover, the proposed regularization applied for the experimental analysis is shown to enhance the accuracy of the obtained solution of the IHCP.
UR - http://www.scopus.com/inward/record.url?scp=84918544167&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:84918544167
SN - 2313-0067
SP - 708
EP - 718
JO - European Conference on Turbomachinery Fluid Dynamics and Thermodynamics, ETC
JF - European Conference on Turbomachinery Fluid Dynamics and Thermodynamics, ETC
T2 - 10th European Conference on Turbomachinery Fluid Dynamics and Thermodynamics, ETC 2013
Y2 - 15 April 2013 through 19 April 2013
ER -