Stochastic Modeling of Deterioration Processes through Dynamic Bayesian Networks - Straub, Daniel (Journal of engineering mechanics, 2009)
Keywords: Applied sciences; Exact sciences and technology; Fracture mechanics (crack, fatigue, damage...); Fundamental areas of phenomenology (including applications); Measurement and testing methods; Operational research and scientific management; Operational research. Management science; Physics; Reliability theory. Replacement problems; Solid mechanics; Structural and continuum mechanics; TECHNICAL PAPERS; Process dynamics; Bayes estimation; Markov process; Probabilistic approach; Stochastic processes; Rupture; Cracking; Inspection; Fatigue; Stochastic process; Real time; Modeling; Fatigue crack; Crack propagation; Model matching; Surveillance; Deterioration; Bayes network; System identification; Bayesian analysis; Monitoring