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Reliability Engineering and System Safety(3)
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scopus(9)
An information theoretic approach for knowledge representation using Petri nets
Conference ObjectAbstract: A new hybrid approach for Petri nets (PNs) is proposed in this paper by combining the PNs principlesPalabras claves:Expert systems, Knowledge Representation, Petri netsAutores:Andrews J., Juan Chiachío, Prescott D., Ruano M.C.Fuentes:scopusA 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 methodology for railway track maintenance modelling using plausible petri nets
Conference ObjectAbstract: This paper proposes a new mathematical methodology to model expert systems with the ability to sequePalabras claves:Bayesian learning, Expert systems, Maintenance modelling, Plausible Petri netsAutores: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:scopusA new paradigm for uncertain knowledge representation by Plausible Petri nets
ArticleAbstract: This paper presents a new model for Petri nets (PNs) which combines PN principles with the foundatioPalabras claves:Expert systems, information theory, Knowledge Representation, Petri netsAutores:Andrews J., Juan Chiachío, Prescott D., Ruano M.C.Fuentes:scopusA reliability-based prognostics framework for railway track management
Conference ObjectAbstract: Railway track geometry deterioration due to traffic loadingis a complex problem with important impliPalabras claves:Autores:Andrews J., Juan Chiachío, Prescott D., Ruano M.C.Fuentes:scopusIntegration of prognostics at a system level: A Petri net approach
Conference ObjectAbstract: This paper presents a mathematical framework for modelingprognostics at a system level, by combiningPalabras claves:Autores:Andrews J., Juan Chiachío, Ruano M.C., Sankararam 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:scopusPlausible Petri nets as self-adaptive expert systems: A tool for infrastructure asset monitoring
ArticleAbstract: This article provides a computational framework to model self-adaptive expert systems using the PetrPalabras claves:Autores:Andrews J., Juan Chiachío, Prescott D., Ruano M.C.Fuentes:scopus