2 papers
eess.SY2021
A Learning-based Optimal Market Bidding Strategy for Price-Maker Energy Storage
Mathilde D. Badoual, Scott J. Moura
Load serving entities with storage units reach sizes and performances that can significantly impact clearing prices in electricity markets. Nevertheless, price endogeneity is rarel…
eess.SY2020
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…