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In this paper, the mathematical models have been established to describe temperature and stress distributions in an axis-symmetric metal specimen. The models can treat nonlinear problem caused by temperature dependent properties. An example has been given to compare the results calculated by the models with those calculated by finite element method (FEM). It is shown that the analytical models obtained have high accuracy.