Federated Learning Assisted Distributed Energy Optimization

no code implementations • 23 Nov 2023 • Yuhan Du, Nuno Mendes, Simin Rasouli, Javad Mohammadi, Pedro Moura

The increased penetration of distributed energy resources and the adoption of sensing and control technologies are driving the transition from our current centralized electric grid to a distributed system controlled by multiple entities (agents).

Decision Making Distributed Optimization +3

EVs and ERCOT: Future Adoption Scenarios and Grid Implications

no code implementations • 8 Nov 2022 • Kelsey Nelson, Pedro Moura, Javad Mohammadi

The results showcase the fact that the achievement of ambitious EV market share goals will be manageable on a statewide level regarding electricity supply into 2030, but will eventually necessitate ambitious charging management strategies in order to limit the EV fleet's potentially heavy impact on peak demand looking forward into 2050 and beyond.

Management

Automatically Categorising GitHub Repositories by Application Domain

no code implementations • 30 Jul 2022 • Francisco Zanartu, Christoph Treude, Bruno Cartaxo, Hudson Silva Borges, Pedro Moura, Markus Wagner, Gustavo Pinto

GitHub is the largest host of open source software on the Internet.

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