吴怡, 唐家银, 刘新玲, et al. Reliability Evaluation Model for Nonlinear Variable Point Degeneration Competition Failure[J]. Mechanical Science and Technology for Aerospace Engineering, 2025, 44(11): 2019-2027.
DOI:
吴怡, 唐家银, 刘新玲, et al. Reliability Evaluation Model for Nonlinear Variable Point Degeneration Competition Failure[J]. Mechanical Science and Technology for Aerospace Engineering, 2025, 44(11): 2019-2027. DOI: 10.13433/j.cnki.1003-8728.20230380.
Reliability Evaluation Model for Nonlinear Variable Point Degeneration Competition Failure
A reliability evaluation model for nonlinear multi-stage growth rate degradation competition failure was established by considering the mechanism of excitation change point and stage change point in the performance degradation of product. Firstly
the three-stage variable coefficient linear regression and homogeneous Poisson process were used to describe the natural degradation process and random shock process respectively. Secondly
the comprehensive reliability of the product was obtained by using the total probability synthesis according to the difference of the stage when the excitation change point reaches the product degradation periods. Finally
taking the micromotor as an example
the validity of the model was verified
and the sensitivity analysis of the reliability about the important parameters of the model was estimated. The sensitivity analysis reveals that to reduce the impact probability increases the system's reliability. Specifically
the probability of a fatal impact is highly sensitive to the reliability effect. Moreover
it is observed that as the arrival rate increases
the maximum number of shocks also increases
leading to a faster degradation rate. Additionally
the occurrence of stage change points is accelerated by excitation change points.