To solve the limitations of traditional methods in the reliability analysis of complex redundant systems with multiple states and accurate failure rate difficult to obtain,an improved reliability analysis method based on fuzzy multi-state Bayesian networks was proposed.Through two-state fault tree,multi-state Bayesian network structure was built,and fuzzy numbers were used to describe the failure rate of root nodes.The conditional probability tables reflected the polymorphism and uncertain logical relations...