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Optimal burn-in for minimizing cost and multi-objectives

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Title: Optimal burn-in for minimizing cost and multi-objectives


1
Optimal burn-in for minimizing cost and
multi-objectives
  • ??????? ??
  • ? ? ????

2
1. Introduction
  • ???????????????????,?????????

3
2. Two-mixed Weibull Distribution
  • Two-mixed Weibull Distribution
  • ??????(the weak population )?CDF
  • ????(the main population )?CDF
  • ??????CDF?
  • ??the weak population?the main population?CDF?????
    ??
  • p?????????,1-p?????????

4
  • The CDF of Two-mixed distribution
  • The Failure Rate of Two-mixed distribution

5
3. Cost model
6
  • ???????????

7
4. Minimizing Total Cost
8
  • ??????????????????
  • ??????????????????

9
  • ??A two-mixed exponential distribution

10
5. An illustrative example
  • ???????Kececioglu Sun?
  • n150?CMOS???125??5V?????
  • ?????????????????????????????????

11
  • The optimal burn-in timet 2092 h

12
6. Optimal burn-in for multi objective
  • ????????????????????
  • ?????,????????,????????????
  • ?????????????????????????????

13
  • ??????????
  • ???????x???????,?????? ???????
  • ???????????,???????(mean residual life MRL)
    ??????

14
6.1 Model assumptions
  • ??N??????
  • ???????nj?????????, nj????
  • ??????nj?1???????????
  • ???????

15
  • ??????????
  • ????????

16
7. Conclusion
  • ???????????????????,?????,?????????????????
  • ????????????,??????????????????????????
  • ??????????????????,??????????????????
  • ??????????????,????????????

17
  • ????

18
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19
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20
6.2 Example
  • ??????,?????????Two-mixed Weibull
    distribution???

21
  • ??????????,??????x25,000 h?????????
  • ?????????????
  • ?????? ??? 0.00195313
  • ???(0, ???)?,?????????????Pareto????

22
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