In: Statistics and Probability
Suppose an electric-vehicle manufacturing company estimates that a driver who commutes 50 miles per day in a particular vehicle will require a nightly charge time of around 1 hour and 40 minutes (100 minutes) to recharge the vehicle's battery. Assume that the actual recharging time required is uniformly distributed between 80 and 120 minutes.
Give a mathematical expression for the probability density function of battery recharging time for this scenario.
Solution:
Given: an electric-vehicle manufacturing company require a nightly charge time of around 1 hour and 40 minutes (100 minutes) to recharge the vehicle's battery.
the actual recharging time required is uniformly distributed between 80 and 120 minutes.
That is X follows Uniform distribution with parameters a = 80 minutes and b=120 minutes.
That is:
X ~ U ( a = 80 , b = 120 )
We have to give a mathematical expression for the probability density function of battery recharging time for this scenario.
General probability density function of continuous uniform distribution is:
Thus substituting values of a and b we get:
or
( Since 1/40 = 0.025 , you can use any one of 1/40 or 0.025)