There are three questions related to this problem.
 First, the probability of the mail will arrive after 2:30 PM
 Find the z-score of 2:30 which is 30 minutes after 2:00.
 z(2:30) = (2:30 – 2:00)/15 = -30/15 = -2
 P(x < 2:30) = P(z<-2) = 0.0228
 Second, the probability of the mail will arrive at 1:36 PM
 Find the z-score of 1:36 which is 24 minutes before 2:00.
 z(1:36) = (1:36 – 2:00)/15 = -24/15 = -1.6
 P(x < 1:36) = P(z<-1.6) = 0.0548
  
 Lastly, the probability of the mail will arrive between 1:48 PM and 2:09 PM
 Find the z-score of 1:46 and 2:09 PM which will result to a z value of 0.034599
 P(1:48 < x < 2:09) = P(z<0.034599) = 0.5138