3 papers
cs.LG2024
Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model
Dhruv Suri, Praneet Dutta, Flora Xue +2
As Chile's electric power sector advances toward a future powered by renewable energy, accurate forecasting of renewable generation is essential for managing grid operations. The i…
econ.EM2024
What are the real implications for as generation from renewables increases?
Dhruv Suri, Jacques de Chalendar, Ines Azevedo
Wind and solar electricity generation account for 14% of total electricity generation in the United States and are expected to continue to grow in the next decades. In low carbon s…
cs.LG2023
Nowcasting day-ahead marginal emissions using multi-headed CNNs and deep generative models
Dhruv Suri, Anela Arifi, Ines Azevedo
Nowcasting day-ahead marginal emissions factors is increasingly important for power systems with high flexibility and penetration of distributed energy resources. With a significan…