In the case where the mathematical model of heat and mass transfer problems contains measurement results, it becomes possible to determine their influence on the solution and its accuracy using the adjustment procedure based on the least squares principle. In this paper, numerical solutions of the mathematical models of heat conduction and mass transfer processes are presented as examples. Especially unified total least squares method is discussed in detail.