Showing math.OCShow all
2 papers · 1 filter
math.OC2024
Beyond Price-Taker: Multiscale Optimization of Wind and Battery Integrated Energy Systems
Xinhe Chen, Xian Gao, Darice Guittet +5
Decarbonizing global energy systems requires extensive integration of renewable energy into the electric grid. However, the intermittency and variable nature of wind and other non-…
math.OC2019
Learning and Optimization with Bayesian Hybrid Models
Elvis A. Eugene, Xian Gao, Alexander W. Dowling
Bayesian hybrid models fuse physics-based insights with machine learning constructs to correct for systematic bias. In this paper, we compare Bayesian hybrid models against physics…