In: Statistics and Probability
A system has 30 independent circuits each ciruit has 0.015 odds of being faulty. The system is operational while there are at most 2 faulty circuits. What is the probability that he system is operational?
Since the events are independent of each other and fixed number of trials with two outcomes it is a binomial probability distribution
Binomial probability is given by | P(X=x) = C(n,x)*px*(1-p)(n-x) |
Sample size , n = 30
Probability of an fault, p = 0.015
Now system will be operational when there are at most 2 faulty circuits which means
Probability of operation = P(0) + P(1) +P(2)
P ( X = 0 ) = C(30,0) * 0.015^0 *
(1-0.015)^30 =
0.63546
P ( X = 1 ) = C(30,1) * 0.015^1 *
(1-0.015)^29 =
0.29031
P ( X = 2 ) = C(30,2) * 0.015^2 *
(1-0.015)^28 =
0.06410
Probability of operation = 0.63546 + 0.29031
+ 0.06410 = 0.98987
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