Resilience evaluation methodology of engineering systems with dynamic-Bayesian-network-based degradation and maintenance

•A novel evaluation methodology combining Markov model and dynamic Bayesian networks is developed.•The external disaster model is established by mapping from actual physical models of influencing factors.•Power supply and control systems of subsea blowout preventers demonstrates the application of the evaluation methodology.