The simple and effective method for the probability stability estimation of the system with randomly selected parameters is presented in this paper. Parameter value can be changed under the influence of different factors. The effects of these changes depend on the component quality and can cause the failure of the component and system, as well. The influence of these changes to the system stability is analyzed in this paper, also.