Hello happyday,
I think, changing material numbers or their corresponding temperatures is not nessasary in your case. You should be able to simulate the transient heat transfer of one of your billets by assuming that its relative velocitiy to the casing is constant. Thereby you could just simulate a steady billet, that is constantly heated from above.
Regards,
Max