Dear all,
lately I am working on the thermal simulation of a solid material exposed to hot gases to validate some experimental data of around 12000 seconds run time. Inside the solid we measure some local temperatures using 10 thermocouples. Now I am doing a transient simulation, where all know boundaries are defined and based on the thermocouple transient data the heat on the unknown boundary should be calculated. As mentioned I am using 10 thermocouple positions and the data are filtered/smoothed and reduced to 1 measurement/10 seconds, which means one optimization at every 10 simulation seconds. I use the lease-square objective and a local point heat for the control variable, means 10 parameters to optimize. Further I use the Levenberg-Marquardt method. The simulation works so far but it is too slow, even with a course mesh, 4 CPUs and 64 Gb ram available it won't be finished under 24h. With some more refinement even Comsol crashes due to lack of memory. So my question is, is there a way to make things faster? Did I forget to set something else? Since I need to test different meshes and runs several cases and we only have one licence, we can't afford that low speed.
Appreciate any help. Thank you.
Regards
Rahand