3 papers
math.OC2024
Maximizing On-Bill Savings through Battery Management Optimization
Rene Carmona, Xinshuo Yang, Siddharth Bhela +1
In many power grids, a large portion of the energy costs for commercial and industrial consumers are set with reference to the coincident peak load, the demand during the maximum s…
math.OC2024
Coincident Peak Prediction for Capacity and Transmission Charge Reduction
Rene Carmona, Xinshuo Yang, Claire Zeng
Meeting the ever-growing needs of the power grid requires constant infrastructure enhancement. There are two important aspects for a grid ability to ensure continuous and reliable…
math.OC2024
Leveraging the turnpike effect for Mean Field Games numerics
René Carmona, Claire Zeng
Recently, a deep-learning algorithm referred to as Deep Galerkin Method (DGM), has gained a lot of attention among those trying to solve numerically Mean Field Games with finite ho…