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A knowledge-based prognostics framework for railway track geometry degradation
ArticleAbstract: This paper proposes a paradigm shift to the problem of infrastructure asset management modelling byPalabras claves:Particle filtering, Physics-based modelling, Prognostics, Railway track degradationAutores:Andrews J., Juan Chiachío, Prescott D., Ruano M.C.Fuentes:scopusA new algorithm for prognostics using Subset Simulation
ArticleAbstract: This work presents an efficient computational framework for prognostics by combining the particle fiPalabras claves:Prognostics, Rare events, Stochastic modeling, Subset simulationAutores:Andrews J., Goebel K., Juan Chiachío, Ruano M.C., Sankararaman S.Fuentes:scopusReduction of Petri net maintenance modeling complexity via Approximate Bayesian Computation
ArticleAbstract: The accurate modeling of engineering systems and processes using Petri nets often results in complexPalabras claves:Approximate Bayesian Computation, Bayesian inference, Maintenance models, Model similarity, Petri netsAutores:Andrews J., Juan Chiachío, Naybour S., Ruano M.C., Saleh A.Fuentes:scopus