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Intelligent Assistants for Flexibility Management

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Intelligent consumer flexibility management with neural network based planning and control

Author(s): Jussi Kiljander; Roope Sarala; Jari Rehu; Daniel Pakkala; Pekka Paakkonen; Janne Takalo-Mattila; Klaus Kansala
Published in: IEEE Access, Vol 9, Pp 40755-40767 (2021), 1, 2021, Page(s) 40755-40767, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3060871

Building Heat Demand Forecasting by Training a Common Machine Learning Model with Physics-Based Simulator

Author(s): Lotta Kannari, Jussi Kiljander, Kalevi Piira, Jouko Piippo, Pekka Koponen
Published in: Energy Forecasting, 2021, Page(s) 290-302, ISSN 2571-9394
Publisher: MDPI
DOI: 10.3390/forecast3020019

Enabling Technologies for Wide-Scale Implementation of Energy Communities’ Projects

Author(s): Fabio Maria Aprà, Raymond Sterling, Farhan Farrukh, Jussi Kiljander, Alessandra Cuneo, Gabriele Comodi, Alexis David, Marialaura di Somma, Ismini Dimitriadou, Stylianos Zikos
Published in: The 9th Annual Edition of Sustainable Places (SP 2021), 2021
Publisher: MDPI
DOI: 10.3390/environsciproc2021011014