The problem of non-probabilistic reliability analysis of mechanical systems is investigated with uncertain parameters described by interval variables.The non-probabilistic reliability model of mechanical components is established.The calculation of reliability index of several common mechanical systems is given.The effectiveness and feasibility of the proposed method is verified by two examples.