B. Guerrier et al., ESTIMATION OF THE TIME-DEPENDENT PROFILE OF A MELTING FRONT BY INVERSE RESOLUTION, Journal of dynamic systems, measurement, and control, 119(3), 1997, pp. 574-578
The profile and time evolution of a solid/liquid interface in a phase
change process is estimated by solving an inverse heat transfer proble
m, using data measurements in the solid phase only. One then faces the
inverse resolution of a heat equation in a variable and a priori unkn
own 2D domain. This ill-posed problem is solved by a regularization ap
proach: the unknown function (position of the melting front) is obtain
ed by minimization of a two component criterion, consisting of a dista
nce between the output of a simulation model and the measured data, to
which a penalizing function. is added in order to restore the continu
ity of the inverse operator. A numerical study is developed to analyze
the validity domain of the identification method. From simulation tes
ts, it is shown that the minimum signal/noise ratio that can be handle
d depends strongly on the position of the measurement sensors.