2 papers
cs.DB2025
Big Data Energy Systems: A Survey of Practices and Associated Challenges
Lunodzo J. Mwinuka, Massimo Cafaro, Lucas Pereira +1
Energy systems generate vast amounts of data in extremely short time intervals, creating challenges for efficient data management. Traditional data management methods often struggl…
cs.LG2024
Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilience
Lucas Pereira, Vineet Jagadeesan Nair, Bruno Dias +2
We propose a comprehensive approach to increase the reliability and resilience of future power grids rich in distributed energy resources. Our distributed scheme combines federated…