25 citations · 33 across the 5 of their papers we have counts for
4 papers · 1 filter
Unsupervised Congestion Status Identification Using LMP Data
Kedi Zheng, Qixin Chen, Yi Wang +2
Having a better understanding of how locational marginal prices (LMPs) change helps in price forecasting and market strategy making. This paper investigates the fundamental distrib…
Cost-Oriented Load Forecasting
Jialun Zhang, Yi Wang, Gabriela Hug
Accurate load prediction is an effective way to reduce power system operation costs. Traditionally, the mean square error (MSE) is a common-used loss function to guide the training…
Privacy-preserving Distributed Probabilistic Load Flow
Mengshuo Jia, Yi Wang, Chen Shen +1
Probabilistic load flow (PLF) allows to evaluate uncertainties introduced by renewable energy sources on system operation. Ideally, the PLF calculation is implemented for an entire…
Privacy-Preserving Distributed Clustering for Electrical Load Profiling
Mengshuo Jia, Yi Wang, Chen Shen +1
Electrical load profiling supports retailers and distribution network operators in having a better understanding of the consumption behavior of consumers. However, traditional clus…