2 citations · 2 across the 3 of their papers we have counts for
3 papers
eess.SY2023
Enhancing Building Energy Efficiency through Advanced Sizing and Dispatch Methods for Energy Storage
Min Gyung Yu, Xu Ma, Bowen Huang +3
Energy storage and electrification of buildings hold great potential for future decarbonized energy systems. However, there are several technical and economic barriers that prevent…
cs.LG2022
Predicting Peak Day and Peak Hour of Electricity Demand with Ensemble Machine Learning
Tao Fu, Huifen Zhou, Xu Ma +2
Battery energy storage systems can be used for peak demand reduction in power systems, leading to significant economic benefits. Two practical challenges are 1) accurately determin…
math.OC2019★ 2 cited
Data-Driven Nonlinear Stabilization Using Koopman Operator
Bowen Huang, Xu Ma, Umesh Vaidya
We propose the application of Koopman operator theory for the design of stabilizing feedback controller for a nonlinear control system. The proposed approach is data-driven and rel…