Modeling of thermal fluid dynamics of radiant panels system in cooling mode by using a neural approach

This paper is focused on on the thermal analysis of two models of radiant panels developed and tested in their thermal performances with Comsol Multiphisics. We have to investigated two different configuration, the “coil” panel and the “array” panel defining the design parameters like size and insulation, and analyzing the physical quantities such as flow rate and fluid temperature in the range from 16 to 24°C with a 2°C increment at each stage. The results obtained from the analysis of the thermal flux of panels have demonstrated that this can leads to the determination of the relationship between the heat transfer and the entry speed at different temperatures by using a neural network approach.