33 citations · 56 across the 4 of their papers we have counts for
4 papers
Optimal Vehicle Charging in Bilevel Power-Traffic Networks via Charging Demand Function
Yufan Zhang, Sujit Dey, Yuanyuan Shi
Electric vehicle (EV) charging couples the operation of power and traffic networks. Specifically, the power network determines the charging price at various locations, while EVs on…
Efficient Demand Response Location Targeting for Price Spike Mitigation by Exploiting Price-demand Relationship
Yufan Zhang, Honglin Wen, Tao Feng +1
Demand response (DR) leverages demand-side flexibility, offering a promising approach to enhance market conditions like mitigating wholesale price spikes. However, poorly chosen DR…
A Contextual Bandit Approach for Value-oriented Prediction Interval Forecasting
Yufan Zhang, Honglin Wen, Qiuwei Wu
Prediction interval (PI) is an effective tool to quantify uncertainty and usually serves as an input to downstream robust optimization. Traditional approaches focus on improving th…
Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning
Yufan Zhang, Honglin Wen, Qiuwei Wu +1
Prediction intervals offer an effective tool for quantifying the uncertainty of loads in distribution systems. The traditional central PIs cannot adapt well to skewed distributions…