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Ch58-I044963.fm  Page 292  Tuesday, August 1, 2006  4:39 PM
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                                                TABLE 1
                                 COMPOSITION  OF PHYSICAL  PARAMETERS
                                       Cateaorv   Number  of  items
                                       Quality               9
                                       Cost & safety         4
                                       Raw material          3
                                       Cuttinq               6
                                       Heatinq               6
                                       Forqinq              42
                                       Trimminq             16
                                       Thermal  refininq     5
                                       Shot blast            4
                                       Total                95


                                       Task groups
                      Task order                     Task order
                                 TaskB  TaskD  Task A  Ip  Taskl  TaskG  Task B  Task D  TaskH  Taskl  TaskG  Task E  Task A  TaskF  o
                                                                              i =
                          TaskB    0 0  M o  d 0 0 0     TaskB    0 0 0 0 0 0 0 0
                          TaskD • 0    -p Ms ol 0 0      TaskD • n  n n n n n 0 n
                          TaskE  0 •  i  p /°  0 0 0     TaskH  0 •  1 1 0 0 0 0
                          Task A  0 • 1    l)| 0 U       Taskl  0 T 1  I  1 0 0 0 0
                                   i
                          TaskF  0  i - 9 •  0 0 0       TaskG  0 1 1 1  10 0 0 0
                                 ft  ft  iy              TaskE  0 I 0 0 10 •  I  1 0 0
                          TaskH  0 0 0 1 0   1 1         Task A  0 0 0 0 1 1
                          Taskl  0 0 0 o o 4 • 1  1  1   Task F  0 0 0 0  I i -o • 4 i
                          TaskG  0 0 0 0|    1           TaskC  0 0 0 0 0 0 1 1
                                        °l  <||  I                        1 •1
                      a) Without use of essential  constraints  b) With use of essential  constraints
                               Figure 6:  Efficiency  by considering essential constraints

               CONCLUSION
               The  new technique  does  not  start with  the  existing tasks,  but with  the  physical  cause-effect  relations
               between  designed,  adjusted,  intermediate  and goal variables. These physical  relations  are described  in
               the relation diagram. Required tasks are generated  based  on these physical  cause-effect  relations. The
               proposed technique was evaluated  using a hot forging  trial  process that  includes  95 physical  variables.
               An  improvement  of the  lead  time  of  around  40% was  realized  using  a  process  optimization  with  the
               essential constraints, as compared to the sequential trial.


               REFERENCES
               Goldberg D.E. (1989). Genetic Algorithms in Search, Optimization, and Machine Learning,
                    Addison-Wesley.
               Holland J.H. (1975). Adaptation  in Natural and Artificial Systems,  University  of Michigan Press.
               Sato  S.,  Inamori  Y., Nakano  M.,  Suzuki  T.  and  Miyajima  N.  (2005). Analysis  Method  for  Overseas
                    Production  Preparation Process. Journal  of Japan  Society  of Mechanical Engineering  71:705,
                    322-329.
               Yassine  A.,  Falkenburg  D.  and  Chelst  K.  (1999). Engineering  Design  Management:  An  Information
                    Structure Approach. Journal of Production Research 37:13, 2957-297.
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