The selection of the scheme for optimization of a complex energy saving system was grounded. The method of creation and implementation of the methodology of obtaining necessary data to develop a simulation mathematical model necessary for solving the optimization problem was studied. Using the DataFit 9.0 mathematical analysis program the necessary dependences were obtained in a wide range of operation parameters, which later were assumed as a basis of the mathematical model and optimization program.