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278    Cha pte r  Se v e ntee n



                                       Base Case—Welding Machine Now Reliable
                                         Dev    Avg.      SD for   Total
                                 Daily   from   for the   the      Weekly    Weekend
                                 Prod    Goal   Week      Week     Prod’n    Run
                             1   36        0
                             2   32       –4
                             3   39        3
                             4   21      –15
                             5   37        1    33.00     7.18     165       15
                             6   20      –16
                             7   36        0
                             8   35       –1
                             9   33       –3
                            10   17      –19    28.20     8.98     141       39
                            11   40        4
                            12   36        0
                            13   33       –3
                            14   14      –22
                            15   30       –6    30.60     9.99     153       27
                            16   33       –3
                            17   36        0
                            18   37        1
                            19   16      –20
                            20   34       –2    31.20     8.64     156       24
                            21   39        3
                            22   33       –3
                            23   34       –2
                            24   35       –1
                            25   36        0    36.00     2.30     177        3
                                         Avg.   31.68     7.62

                           TABLE 17-2  Production after Welding Machine Upgrade
                       Nonetheless, we made an XL model from our data, which showed that although
                                                 sensor inventory costs would need to increase by
                                                 25 percent, finished goods safey stock inventory
                                                 could be reduced by 60 percent. It turned out that for
                     Point of Clarity The  sys-  each $1.00 of sensor inventory that was added, $8.00
                     tem optimum is not always   of finished goods inventory could be reduced. This
                     the sum of the local optima!  was a clear winner in terms of total money tied up in
                                                 inventory.
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