In: Statistics and Probability
Average for a normally distributed demand of a product is 35 units per day. Standard deviation of lead time demand is 10. Lead time is 3 days. Service level is 95%.
a) Calculate reorder point and safety stock.
b) Reconsider 10 units as daily standard deviation of demand and re-calculate reorder point.
c) Reconsider that demand is constant, but lead time varies with a standard deviation of 1 day. Recalculate reorder point.
d) Assume both demand and lead time are variable. Re-calculate reorder point.
Answer:
Normal interest, d = 35 units for every day
Standard deviation of lead time request, σLT = 10 units
Lead time, L = 3 days
Administration level, F(z) = 0.95 for example z = 1.645
a)
Security stock = z.σLT
substitute values
= 1.645*10
= 16.45 or 17 units (gathered together)
ROP = d.L + security stock
substitute values
= 35*3 + 17
= 122 units
b)
Standard deviation of day by day request, σ = 10 units
In this way,
Standard deviation of lead time request, σLT = σ.√L
substitute values
= 10*√3
= 17.32 units
Security stock = z.σLT
substitute values
= 1.645*17.32
= 29 units (gathered together)
ROP = d.L + security stock
substitute values
= 35*3 + 29
= 134 units
c)
Standard deviation of day by day request, σ = 0 units
Standard deviation of lead time, σL = 1 day
In this way, Standard deviation of lead time request,
σLT = [σ2.L + (d.σL)2]1/2
substitute values
= SQRT(0^2*3 + (35*1)^2)
= 35 units
Well-being stock = z.σLT
substitute values
= 1.645*35
= 58 units (gathered together)
ROP = d.L + well-being stock
substitute values
= 35*3 + 58
= 163 units
d)
Standard deviation of every day request, σ = 10 units
Standard deviation of lead time, σL = 1 day
Along these lines, Standard deviation of lead time request, σLT = [σ2.L + (d.σL)2]1/2
substitute values
= Sqrt((10^2)*3 + (35*1)^2)
= 39.05 units
Well-being stock = z.σLT
substitute values
= 1.645*39.05
= 65 units (gathered together)
ROP = d.L + wellbeing stock
substitute values
= 35*3 + 65
= 170 units