Bayesian Hierarchical Methods for Modeling Electrical Grid Component Failures

Laurel N. Dunn, Ioanna Kavvada, Mathilde Badoual +1

Failure probabilities for grid components are often estimated using parametric models which can capitalize on operational grid data. This work formulates a Bayesian hierarchical fr…