In: Statistics and Probability
The probability that a specific hydraulic actuator can be successfully repaired in the field, once it has failed, is estimated at 0.4. You are asked to optimize the shipment of a limited supply of spares and maintenance personnel. If 15 actuators have failed today, what is the probability that A) at least 10 are repairable? B) from 3 to 8 are repairable? C) exactly 5 are repairable?
ANSWER:
Given that:
The probability that a specific hydraulic actuator can be successfully repaired in the field, once it has failed, is estimated at 0.4.
You are asked to optimize the shipment of a limited supply of spares and maintenance personnel.
P = 0.4
N = 15
It is a binomial distribution with two outcomes.
1. Repairable
2. Not Repairable
P = probability of success be that the actuator is repairable
P = 0.4
Now
perform a binomial to normal approximation as
np = 0.4 * 15
= 6 > 5
n ( 1 - P ) = 15 * ( 1-0.4 )
= 9 > 5
mu = nP
= 0.4 * 15
mu = 6
A)
at least 10 are repairable
B)
from 3 to 8 are repairable
P(3<=x<=8)
= P( X < = 8 ) -P( X < =3 )
C)
exactly 5 are repairable