Search Results for author: Laurel N. Dunn

Found 1 papers, 1 papers with code

Bayesian Hierarchical Methods for Modeling Electrical Grid Component Failures

1 code implementation21 Jan 2020 Laurel N. Dunn, Ioanna Kavvada, Mathilde Badoual, Scott J. Moura

This work formulates a Bayesian hierarchical framework designed to integrate data and domain expertise to understand the failure properties of a regional power system, where variability in the expected performance of individual components gives rise to failure processes that are heterogeneous and uncertain.

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