The failure rate per year of a component is given by:
h(t) = 0.003t², t≥0.
(a) Find an expression for the reliability function and the probability density function for the time to failure of the component.
(b) Find the B_{20} (the 20th percentile) for the life of the component
(c) Find the expected life (MTTF) for the component
(a) R(t)=\exp \left(-\int_0^t h(\tau) d \tau\right)=\exp \left(-\int_0^t 0.003 \tau^2 d \tau\right)
= exp(-0.001t³)
and for the probability density function, we have
f(t)=h(t) R(t)=0.003 t^2 \exp \left(-0.001 t^3\right)(b) We have
0.80=\exp \left(-0.001 B_{20}^3\right)B_{20}=\left(\frac{\ln 0.80}{-0.001}\right)^{1 / 3}=6.065 years.
(c) E[T]=\int_0^{\infty} R(t) d t=\int_0^{\infty} t \cdot f(t) d t=\int_0^{\infty} 0.003 t^3 \exp \left(-0.001 t^3\right) d t .
Let u = 0.00t³ , du = 0.003t² dt
E[T]=\frac{1}{0.001^{ 1/ 3}} \int_0^{\infty} u^{(1 / 3+1)-1} e^{-u} d u=\frac{1}{0.001^{1 / 3}} \Gamma(1.333)=10 \times 0.89302=8.9302 years
where the value of the gamma function is found from the table in Appendix B.
Appendix B: Table for Gamma Function
\Gamma(n)=\int_0^{\infty} e^{-x} x^{n-1} d x, \quad 1 \leq n \leq 2n | \Gamma(n) | n | \Gamma(n) | n | \Gamma(n) | n | \Gamma(n) |
1 | 1 | 1.25 | 0.9064 | 1.5 | 0.88623 | 1.75 | 0.91906 |
1.01 | 0.99433 | 1.26 | 0.9044 | 1.51 | 0.88659 | 1.76 | 0.92137 |
1.02 | 0.98884 | 1.27 | 0.9025 | 1.52 | 0.88704 | 1.77 | 0.92376 |
1.03 | 0.98355 | 1.28 | 0.90072 | 1.53 | 0.88757 | 1.78 | 0.92623 |
1.04 | 0.97844 | 1.29 | 0.89904 | 1.54 | 0.88818 | 1.79 | 0.92877 |
1.05 | 0.9735 | 1.3 | 0.89747 | 1.55 | 0.88887 | 1.8 | 0.93138 |
1.06 | 0.96874 | 1.31 | 0.896 | 1.56 | 0.88964 | 1.81 | 0.93408 |
1.07 | 0.96415 | 1.32 | 0.89464 | 1.57 | 0.89049 | 1.82 | 0.93685 |
1.08 | 0.95973 | 1.33 | 0.89338 | 1.58 | 0.89142 | 1.83 | 0.93969 |
1.09 | 0.95546 | 1.34 | 0.89222 | 1.59 | 0.89243 | 1.84 | 0.94261 |
1.1 | 0.95135 | 1.35 | 0.89115 | 1.6 | 0.89352 | 1.85 | 0.94561 |
1.11 | 0.94739 | 1.36 | 0.89018 | 1.61 | 0.89468 | 1.86 | 0.94869 |
1.12 | 0.94359 | 1.37 | 0.88931 | 1.62 | 0.89592 | 1.87 | 0.95184 |
1.13 | 0.93993 | 1.38 | 0.88854 | 1.63 | 0.89724 | 1.88 | 0.95507 |
1.14 | 0.93642 | 1.39 | 0.88785 | 1.64 | 0.89864 | 1.89 | 0.95838 |
1.15 | 0.93304 | 1.4 | 0.88726 | 1.65 | 0.90012 | 1.9 | 0.96177 |
1.16 | 0.9298 | 1.41 | 0.88676 | 1.66 | 0.90167 | 1.91 | 0.96523 |
1.17 | 0.9267 | 1.42 | 0.88636 | 1.67 | 0.9033 | 1.92 | 0.96878 |
1.18 | 0.92373 | 1.43 | 0.88604 | 1.68 | 0.905 | 1.93 | 0.9724 |
1.19 | 0.92088 | 1.44 | 0.8858 | 1.69 | 0.90678 | 1.94 | 0.9761 |
1.2 | 0.91817 | 1.45 | 0.88565 | 1.7 | 0.90864 | 1.95 | 0.97988 |
1.21 | 0.91558 | 1.46 | 0.8856 | 1.71 | 0.91057 | 1.96 | 0.98374 |
1.22 | 0.91311 | 1.47 | 0.88563 | 1.72 | 0.91258 | 1.97 | 0.98768 |
1.23 | 0.91075 | 1.48 | 0.88575 | 1.73 | 0.91466 | 1.98 | 0.99171 |
1.24 | 0.90852 | 1.49 | 0.88595 | 1.74 | 0.91683 | 1.99 | 0.99581 |
2 | 1 |