Intelligent Consumer Flexibility Management With Neural Network-Based Planning and Control

Autor: Jussi Kiljander, Roope Sarala, Jari Rehu, Daniel Pakkala, Pekka Paakkonen, Janne Takalo-Mattila, Klaus Kansala

Publikováno v: IEEE Access, Vol 9, Pp 40755-40767 (2021)

Optimal management of demand-side flexibility in buildings is important for properly integrating large amounts of intermittent generation from windmills and photovoltaics. This paper proposes a novel Energy Management Agent (EMA) concept that can opt

Externí odkaz: https://doaj.org/article/cba330657f8643a8a6a088b6f6b73c68

Towards cross-commodity energy-sharing communities – A review of the market, regulatory, and technical situation

Autor: Marc-Oliver Pahl, Josef Schindler, Erkin Kirdan, Christian Lubben, Arpit Bajpai, Hanne Siikavirta, Satu Paiho, Jussi Numminen, Thomas Weisshaupt, Markus Duchon, Lars Wustrich, Jussi Kiljander, Roope Sarala, Olli Kilkki

Publikováno v: Paiho, S, Kiljander, J, Sarala, R, Siikavirta, H, Kilkki, O, Bajpai, A, Duchon, M, Pahl, M-O, Wüstrich, L, Lübben, C, Kirdan, E, Schindler, J, Numminen, J & Weisshaupt, T 2021, ' Towards cross-commodity energy-sharing communities – A review of the market, regulatory, and technical situation ', Renewable and Sustainable Energy Reviews, vol. 151, 111568 . https://doi.org/10.1016/j.rser.2021.111568

Meeting the energy goals of the European Union requires new ways of managing energy. Decentralized energy management, cross-commodity energy production and usage optimization are promising means. Future neighbourhoods will include multiple forms of e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1fb7d9b1d36d40b42eab98fb2703c5d7
https://cris.vtt.fi/ws/files/52267437/1_s2.0_S1364032121008467_main.pdf