Under the assumption on the temperature independence of the parameters of the Skyrme interactions, the formula of deuteron-nucleus self-consistent microscopic optical potentials are derived with the utilization of the mass operator method of Green function and the semi-classical variation approach. The temperature dependence of d+40Ca and d+90Zr optical potentials at different energies is discussed.