Question 4.1: Suppose that a population of 525,477 solid-state devices is ...
Suppose that a population of 525,477 solid-state devices is burned in at elevated temperature, and the number of failed devices are weeded out as a function of time is recorded in the following table. Determine the failure rates, λ(t), at the indicated times.
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Results of the calculations are tabulated.
Time (h) | Number failed, f(t) | Cumulative failures ,F(t) | \lambda(t)(h^{-1}) | Number of device hours | FITs |
1 | 6253 | 6253 | 0.0119 | 525,477 \times 1 | 1.19 \times 10^{7} |
2 | 1034 | 7287 | 0.00199 | 519,224 \times 2 | 9.96 \times 10^{5} |
3 | 617 | 7904 | 0.00119 | 518,190 \times 3 | 3.97 \times 10^{5} |
4 | 419 | 8323 | 0.000810 | 517,573 \times 4 | 2.02 \times 10^{5} |
5 | 502 | 8825 | 0.000971 | 517,154 \times 5 | 1.94 \times 10^{5} |
6 | 401 | 9226 | 0.000777 | 516,652 \times 6 | 1.29 \times 10^{5} |
7 | 297 | 9523 | 0.000577 | 516,252 \times 7 | 8.22 \times 10^{4} |
8 | 214 | 9737 | 0.000415 | 515,954 \times 8 | 5.18 \times 10^{4} |
9 | 206 | 9943 | 0.000400 | 515,740 \times 9 | 4.44 \times 10^{4} |
10 | 193 | 10,136 | 0.000375 | 515,534 \times 10 | 3.74 \times 10^{4} |
Sample calculation at 5 h using Eqn(4.5) :
\lambda (t)= \frac{F(t + \Delta t)-F(t)}{\Delta t (1-F(t))}=\frac{f(t)}{1-F(t)}=\frac{f(t)}{R(t)} (4.5)
\lambda (t)=502/525,477 \times (1-8323/525,477)^{-1} =0.0009710/h
Because the failure rates are very low, a new numerically larger unit, the FIT, has been defined and is widely used in the microelectronics industry. The FIT is not an acronym, but a contraction of “failure unit”; it equals the number of failures in 10^{9} device-hours. For example, 1 FIT is one failure in 10^{9} device-hours, one failure in 10^{7} devices after 100 h of operation, or one failure in 10^{6} devices after 1000 h, etc.
Employing this definition, failure rates in terms of FITs were generated, and the values are displayed in the last column of the above table. After 5 h, for example, \lambda (t)=(502/517,154 \times 5)\times 10^{9}=1.94 \times 10^{5} FITs.
Employing this definition, failure rates in terms of FITs were generated, and the values are displayed in the last column of the above table. After 5 h, for example, \lambda (t)=(502/517,154 \times 5)\times 10^{9}=1.94 \times 10^{5} FITs.
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