38 citations · 52 across the 11 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
eess.SY2024★ 2 cited
Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies
Lang Tong, Xinyi Wang, Qing Zhao
Purpose:This article advocates for the development of a next-generation grid monitoring and control system designed for future grids dominated by inverter-based resources. Leveragi…
eess.SP2024
Probabilistic Forecasting of Real-Time Electricity Market Signals via Interpretable Generative AI
Xinyi Wang, Qing Zhao, Lang Tong
This paper introduces a generative AI approach to probabilistic forecasting of real-time electricity market signals, including locational marginal prices, interregional price sprea…
cs.LG2024
Generative Probabilistic Time Series Forecasting and Applications in Grid Operations
Xinyi Wang, Lang Tong, Qing Zhao
Generative probabilistic forecasting produces future time series samples according to the conditional probability distribution given past time series observations. Such techniques…