302 citations · 360 across the 10 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…
A Novel Combined Data-Driven Approach for Electricity Theft Detection
Kedi Zheng, Qixin Chen, Yi Wang +2
The two-way flow of information and energy is an important feature of the Energy Internet. Data analytics is a powerful tool in the information flow that aims to solve practical pr…
Coherent Hierarchical Probabilistic Forecasting of Electric Vehicle Charging Demand
Kedi Zheng, Hanwei Xu, Zeyang Long +2
The growing penetration of electric vehicles (EVs) significantly changes typical load curves in smart grids. With the development of fast charging technology, the volatility of EV…
Data-driven Power Flow Linearization: Simulation
Mengshuo Jia, Gabriela Hug, Ning Zhang +3
Building on the theoretical insights of Part I, this paper, as the second part of the tutorial, dives deeper into data-driven power flow linearization (DPFL), focusing on comprehen…