Reliability computation under dynamic stress–strength modeling with cumulative stress and strength degradation
Communications in Statistics: Simulation and Computation
Reliability function is defined under suitable assumptions for dynamic stress–strength scenarios where strength degrades and stress accumulates over time. Methods for numerical evaluation of reliability are suggested under deterministic strength degradation and cumulative damage due to shocks arriving according to a point process, in particular a Poisson process, using simulation method and inversion theorem. These methods are specifically useful in the scenarios where damage distributions do not possess closure property under convolution. The method is also extended for non-identical, dependent damage distributions as well as for random strength degradation. Results from inversion method is compared with known approximate methods and also verified by simulation. As it turns out, the simulation method seems to have an edge in terms of computational burden and has much wider domain of applicability.
Bhuyan, Prajamitra and Dewanji, Anup, "Reliability computation under dynamic stress–strength modeling with cumulative stress and strength degradation" (2017). Journal Articles. 2602.