A probabilistic risk-based decision framework for structural health monitoring

•A new decision framework for structural health monitoring is developed.•The framework utilises risk analysis to evaluate optimal courses of action.•Failure modes of structures are modelled as fault trees.•The framework is based upon probabilistic graphical models.•Decisions are robust to uncertainty in the health states of the structure.