There are fourteen idle reasons (unobservable state) and a normal state in dataset (Table 1), and two states (observation state) in dataset (Table 2). The date set includes short time idle reason records and longtime idle reason records.The research decide to cut the time exceeded 6 hours if the record is not routine maintenance, and the time exceeded 2 hours except annual/monthly maintenance. According to different time duration we cut includes one minute a unit