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The first passage failure of dynamical power system of a 3rd order single machine infinite bus system under random perturbations is studied by using the stochastic averaging method for quasi non-integrable generalized Hamiltonian systems [1].First.the system state is approximately represented by a set of averaged It(o) stochastic differential equations governing the slowly varying processes by using the stochastic averaging method.