The phenomenon in connection with the economical efficiency and the safety which happen during a voyage strongly depends on the situation of the ship operation process. Although the ship operation process is complicated and it is a random phenomenon, it can be regarded as a stochastic model. Therefore, this paper discusses the stochastic-modeling of the ship operation process. A series of numerical simulation experiment have been executed using the data obtained from voyage record of four tankers. In analyzing the numerical simulation result, the possibility of constructing a forecasting scheme of the ship operation process on the basis of the stochastic-modeling is suggested.