A method combining Markov and convolution is provided in this paper. The power recovery scenario after station blackout is used to demonstrate the method in detail. The analysis results show that the method can efficiently solve the time interdependence issue, thus eliminating unnecessary conservatism in PSA model, and meanwhile, the method can take maintenance strategies into account easily.