A novel fuzzy dynamic Bayesian network for dynamic risk assessment and uncertainty propagation quantification in uncertainty environment

•A novel fuzzy dynamic Bayesian network (FDBN) model is proposed for dynamic risk assessment under uncertainty.•The novel FDBN uses fuzzy numbers throughout the entire DBN modeling process.•The novel FDBN enables to quantify uncertainty propagation over time.•Quantitative probability ranges and risk...

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