A discrete-time Bayesian network reliability modeling and analysis framework

By Hichem Boudali, Joanne Bechta Dugan. Reliability Engineering & System Safety, 2005

413 citations recorded by the source corpus.

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Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas (2012, background): “Indeed some papers such as Mahadevan et al., (2001), Boudali and Dugan (2005b), Langseth and Portinale (2007), and Langseth (2008) show the increasing interest on the use of BN to estimate and to improve reliability and safety of systems over the last decade.”
Applications of Bayesian networks and Petri nets in safety, reliability, and risk assessments: A review (2019, methodology): “In the recent years, Bayesian networks have increased in popularity as shown in (Mahadevan et al., 2001; Boudali and Dugan, 2005a; Langseth and Portinale, 2007).”
An overview of fault tree analysis and its application in model based dependability analysis (2017, neutral): “…2009; Zhang & Chan, 2012), Petri Nets based approaches (Codetta-Raiteri, 2005; Zhang, Miao, Fan, & Wang, 2009), Bayesian Networks based approaches (Boudali & Dugan, 2005; Boudali & Dugan, 2006; Marquez, Neil, & Fenton, 2008; Montani, Portinale, Bobbio, & Codetta-Raiteri, 2008), and…”
Application of Bayesian Networks in Reliability Evaluation (2019, methodology): “Dugan [34] proposed a discrete-time BN-based reliability modeling and analysis methodology for critical systems; the struc-”
Dynamic risk analysis using bow-tie approach (2012, methodology): “(BN) instead of FT [12–15], ET [16] and Bow-tie (BT) model [17] for probability updating.”