@Sadees PalaniVel Heyo. You have not fully specified your issue, So I cant correctly help you but I'll suggest some general things you can try. Iam assuming your CFL is fixed between 0.3-0.5 (I dont know why you want to fix it that low but OK!). Check your under relaxation factors (try lower values or higher than 1 to over-relax). If your heat transfer is specifed via temperature Boundary condition, I would suggest changing to a heat flux (if possible, this would result in a better convergence). If none of this works, then you have to look at "Solution Methods" and I would recommend with Coupled Solver, 2nd order Upwind for all terms with least square or green gauss node based for spatial terms. If this also is not fully convergent, then you can try Pseduo-transient or go into Multi-grid methods. Before all of this, I would highly recommend checking your mesh and your turbulence model (if its turbulent flow, try K-epsilon (realizable) or K-omega. Spallart Allmaras is fine as well.