140 citations · 183 across the 17 of their papers we have counts for
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cs.LG2021★ 140 cited
Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration
Zuzhao Ye, Yuanqi Gao, Nanpeng Yu
The rapid adoption of electric vehicles (EVs) calls for the widespread installation of EV charging stations. To maximize the profitability of charging stations, intelligent control…
cs.LG2021
Machine Learning-Driven Virtual Bidding with Electricity Market Efficiency Analysis
Yinglun Li, Nanpeng Yu, Wei Wang
This paper develops a machine learning-driven portfolio optimization framework for virtual bidding in electricity markets considering both risk constraint and price sensitivity. Th…
cs.LG2021★ 2 cited
Estimate Three-Phase Distribution Line Parameters With Physics-Informed Graphical Learning Method
Wenyu Wang, Nanpeng Yu
Accurate estimates of network parameters are essential for modeling, monitoring, and control in power distribution systems. In this paper, we develop a physics-informed graphical l…