TY - GEN
T1 - Optimal design of step stress accelerated degradation test plan for solid-state lasers
AU - Fu, Xiaolu
AU - Yang, Jun
AU - Hao, Songhua
N1 - Publisher Copyright:
© 2017 Taylor & Francis Group, London.
PY - 2017
Y1 - 2017
N2 - In this paper, we apply SSADT to assess solid-state lasers’ reliability. Different from previous study on SSADT, as for solid-state lasers, we need to consider the fact that the failure criteria in this test is not degradation variables but the joint effect of both degradation variables and accelerate stress levels. On the basis of this characteristic, we establish a performance model of solid-state lasers which is determined by two factors: photoelectric change efficiency and input electrical power. We assume that the degradation of photoelectric change efficiency follows Wiener process, and the degradation rates under each stress level tend to consist with inverse power law model. With the restriction of the overall expenses of experiment not exceeding the predetermined budget, we aim to minimalize the asymptotic variance of the pth percentile of lifetime. An algorithm is presented to solve the optimization problem afterwards. The optimum test design contains the optimum sample size and optimum testing time corresponding to each stress level. In the end, an example of solid-state lasers is presented to exemplify and illustrate the method.
AB - In this paper, we apply SSADT to assess solid-state lasers’ reliability. Different from previous study on SSADT, as for solid-state lasers, we need to consider the fact that the failure criteria in this test is not degradation variables but the joint effect of both degradation variables and accelerate stress levels. On the basis of this characteristic, we establish a performance model of solid-state lasers which is determined by two factors: photoelectric change efficiency and input electrical power. We assume that the degradation of photoelectric change efficiency follows Wiener process, and the degradation rates under each stress level tend to consist with inverse power law model. With the restriction of the overall expenses of experiment not exceeding the predetermined budget, we aim to minimalize the asymptotic variance of the pth percentile of lifetime. An algorithm is presented to solve the optimization problem afterwards. The optimum test design contains the optimum sample size and optimum testing time corresponding to each stress level. In the end, an example of solid-state lasers is presented to exemplify and illustrate the method.
UR - https://www.scopus.com/pages/publications/85061377315
U2 - 10.1201/9781315210469-374
DO - 10.1201/9781315210469-374
M3 - 会议稿件
AN - SCOPUS:85061377315
SN - 9781138629370
T3 - Safety and Reliability - Theory and Applications - Proceedings of the 27th European Safety and Reliability Conference, ESREL 2017
SP - 2953
EP - 2958
BT - Safety and Reliability – Theory and Applications - Proceedings of the 27th European Safety and Reliability Conference, ESREL 2017
A2 - Cepin, Marko
A2 - Briš, Radim
PB - CRC Press/Balkema
T2 - 27th European Safety and Reliability Conference, ESREL 2017
Y2 - 18 June 2017 through 22 June 2017
ER -