TY - GEN
T1 - Reliability Calculation of Solid Propellant Based on Accelerated Degradation Test
AU - Zhang, Jingjing
AU - Wang, Jie
AU - Wei, Xiaoqin
AU - Zhao, Wei
AU - Dong, Haiping
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - With the improvement of solid propellant reliability, the collection of failure data of test is facing severe challenges. In view of the difficulty in evaluating the reliability of solid propellant, a method for calculating the reliability of solid propellant based on accelerated degradation test is proposed. Firstly, according to the performance degradation data of solid propellant, the performance degradation models with multiple groups of samples under multiple accelerated stress levels are determined by linear regression method. Combined with the failure threshold, multiple pseudo lifetimes at each accelerated stress level are obtained. Then the pseudo-life distributions under different accelerating stress levels are tested. Finally, the maximum likelihood estimation method is used to estimate parameters of accelerated model, and the reliability function of solid propellant storage life is derived. The example shows that the reliability of a solid propellant stored at an alternating environment with the low temperature $15{\circ}\mathrm{C}$ and the high temperature $25{\circ}\mathrm{C}$ for 18 years is 0.9027. It shows that the reliability of solid propellant under an arbitrary stress level can be evaluated by the accelerated degradation test data.
AB - With the improvement of solid propellant reliability, the collection of failure data of test is facing severe challenges. In view of the difficulty in evaluating the reliability of solid propellant, a method for calculating the reliability of solid propellant based on accelerated degradation test is proposed. Firstly, according to the performance degradation data of solid propellant, the performance degradation models with multiple groups of samples under multiple accelerated stress levels are determined by linear regression method. Combined with the failure threshold, multiple pseudo lifetimes at each accelerated stress level are obtained. Then the pseudo-life distributions under different accelerating stress levels are tested. Finally, the maximum likelihood estimation method is used to estimate parameters of accelerated model, and the reliability function of solid propellant storage life is derived. The example shows that the reliability of a solid propellant stored at an alternating environment with the low temperature $15{\circ}\mathrm{C}$ and the high temperature $25{\circ}\mathrm{C}$ for 18 years is 0.9027. It shows that the reliability of solid propellant under an arbitrary stress level can be evaluated by the accelerated degradation test data.
KW - Accelerated degradation test
KW - Maximum likelihood estimation
KW - Pseudo life distribution
KW - Reliability
KW - Solid propellant
UR - http://www.scopus.com/inward/record.url?scp=85123422822&partnerID=8YFLogxK
U2 - 10.1109/PHM-Nanjing52125.2021.9612921
DO - 10.1109/PHM-Nanjing52125.2021.9612921
M3 - Conference contribution
AN - SCOPUS:85123422822
T3 - 2021 Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021
BT - 2021 Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021
A2 - Guo, Wei
A2 - Li, Steven
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th IEEE Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021
Y2 - 15 October 2021 through 17 October 2021
ER -