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Operations Management




                    Notes                         d¯  = Expected average daily demand
                                                  σ   = Standard deviation of expected daily demand
                                                   d
                                                  D¯  = Expected annual demand
                                                   B  = Buffer stock


                                                   z  = Number of standard deviations needed for a specified confidence level
                                                  Figure 10.9: Variable Demand with Constant Lead Time Model























                                   You can see from Figure 10.9, that the expected lead-time demand ‘u’ plus the buffer stock ‘B’
                                   equals the reorder level R . Second, we also know that the lead time ‘L’ is constant, which is an
                                                       o
                                   assumption for the model. And, the buffer stock is a function of the variation in demand ‘σ ’ and
                                                                                                          u

                                   the protection level specified to maintain the confidence level, i.e. ‘z’. Therefore, the expected

                                   lead-time demand equals expected demand times lead time:

                                                       R  = μ¯* B, and ‘B’ is ‘z*σ ’ for the specified service level
                                                        o                  u
                                   And                 μ¯ = d¯* L,
                                   Therefore,          R* = d¯* L + z*σ
                                                                    u
                                   The  order  quantity  is  simply  the  simple  lost  size  formula  with  expected  annual  demand
                                   substituted for annual demand:
                                          Q = Q EOQ  = √2*A* D¯/r*v
                                   Generally, average demand is used for this model regardless of the distribution of the demand
                                   function.

                                   10.2.3 Variable Demands and Lead Times


                                   When both demand and lead times are probabilistic, the basic procedure for finding operating

                                   doctrines is a convergence procedure. This is a directed trial an error method. For the quantity/
                                   reorder point model, the order quantity is computed assuming constant demand. Then the reorder
                                   point is calculated using the computed order quantity. This value is then used to recalculate the
                                   order quantity and recalculate the reorder point. Eventually, the order quantity the reorder point
                                   coverage to their optimal values.
                                   This type of trial and error computation is best carried out using a computer.






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