Baptiste Schubnel

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Predictive Control

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones
Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings. CoRR (2023)
Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones
Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models. ACC (2023)
Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones
Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models. CoRR (2022)
Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Andreas Hutter
A Hybrid Learning Method for System Identification and Optimal Control. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Jelena Simeunovic, Baptiste Schubnel, Pierre-Jean Alet, Rafael E. Carrillo
Spatio-temporal graph neural networks for multi-site PV power forecasting. CoRR (2021)
Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Andreas Hutter
A hybrid learning method for system identification and optimal control. CoRR (2020)
Baptiste Schubnel, Rafael E. Carrillo, Paolo Taddeo, Lluc Canals Casals, Jaume Salom, Yves Stauffer, Pierre-Jean Alet
State space models for building control: how deep should you go? CoRR (2020)
Raymond Sterling, Jesús Febres, Andrea Costa, Adeleh Mohammadi, Rafael E. Carrillo, Baptiste Schubnel, Yves Stauffer, Pietro De Cinque, Krzysztof Klobut, Marcus M. Keane
A virtual test-bed for building Model Predictive Control developments. Modelica (2019)