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A data-driven method for unsupervised electricity consumption characterisation at the district level and beyond

Author(s): Gerard Mor, Jordi Cipriano Giacomo Martirano, Francesco Pignatelli, Chiara Lodi, Florencia Lazzari, Benedetto Grillone, DanielChemisana
Published in: Energy Reports, Volume 7, November 2021, 2021, Page(s) Pages 5667-5684
Publisher: Elsevier

Physics-informed Recurrent Neural Networks for the identification of a generic energy buffer system

Author(s): Manu Lahariya, Farzaneh Karami, Chris Develder, Guillaume Crevecoeur
Published in: 10th IEEE Data-Driven Control and Learn. Sys. Conf. (DDCLS 2021), 2021
Publisher: IEEE
DOI: 10.1109/ddcls52934.2021.9455657

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