In this paper, with stochastic process method, we try to construct a microscopic kinetic theory of structural reliability from microscopic mechanism of structual element fracture. The kinetic equation of failure evolution and the primary probability function of reliability analysis are given, and the failure probability, failure probability density, reliability, failure rate and average life have been derived.