Search Results for author: Carlos Ocampo-Martinez

Found 2 papers, 1 papers with code

Linear quadratic control of nonlinear systems with Koopman operator learning and the Nyström method

1 code implementation5 Mar 2024 Edoardo Caldarelli, Antoine Chatalic, Adrià Colomé, Cesare Molinari, Carlos Ocampo-Martinez, Carme Torras, Lorenzo Rosasco

In this paper, we study how the Koopman operator framework can be combined with kernel methods to effectively control nonlinear dynamical systems.

Operator learning

Operationally-Safe Peer-to-Peer Energy Trading in Distribution Grids: A Game-Theoretic Market-Clearing Mechanism

no code implementations28 Jul 2021 Giuseppe Belgioioso, Wicak Ananduta, Sergio Grammatico, Carlos Ocampo-Martinez

In future distribution grids, prosumers (i. e., energy consumers with storage and/or production capabilities) will trade energy with each other and with the main grid.

energy trading

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