遇见数据集

2019 NYGrid Data for Unit Commitment and Economic Dispatch Simulation

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Zenodo2025-03-01 更新2026-05-26 收录
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Folder NYGrid Thermal generator data, including type, capacity, ramping rates, operating cost, are sourced from [1] based on installed capacity in 2019. Folder time_series Correlated wind, solar, and load scenario data generated based on probabilistic forecasts for the NYISO system in 2019 developed as part of the ARPA-E PERFORM program. The method is able to capture intertemporal dependencies while matching marginal distributions of each random variable. We use day-ahead probabilistic forecast datasets to generate forecasts with hourly resolution with higher uncertainty to be used in unit commitment and hour-ahead probabilistic forecast datasets to generate forecasts with 5-minute resolution with smaller uncertainty to be used in the economic dispatch model. [1] Liu, M. Vivienne, et al. "An open source representation for the nys electric grid to support power grid and market transition studies." IEEE Transactions on Power Systems 38.4 (2022): 3293-3303.

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2025-03-01
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