In this paper we propose a method for studying the reliability of series systems with redundancy and one repair facility. The approach based on the use of fictitious phases and hyperexponential approximations of arbitrary distributions by method of moments. We define conditions for the variation coefficients of the gamma distributions and Weibull distributions, for which the best accuracy of calculating the steady-state probabilities is achieved in comparison with the results of simulation modeling.