Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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iFLEX: Intelligent Assistants for Flexibility Management
Taumberger, M., Kiljander, J., Immonen, A. & Kinnunen, T.
1/11/20 → 31/10/23
Project: EU project
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SA Analytics: Adaptive data analytics and modelling for flexible power systems
Mäki, K., Järventausta, P., Niska, H., Koponen, P., Ikäheimo, J., Motta, S., Kiljander, J., Kuusela, P., Koskela, J. J., Hilden, A., Pakonen, P., Mutanen, A. & Brester, C.
1/09/19 → 31/08/23
Project: Academy of Finland project
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CapFor: CapFor Online
Motta, S., Rinne, E., Kiljander, J. & Takalo-Mattila, J.
14/02/18 → 30/06/18
Project: Consultancy
Research output
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Architecture for Enabling Edge Inference via Model Transfer from Cloud Domain in a Kubernetes Environment
Pääkkönen, P., Pakkala, D., Kiljander, J. & Sarala, R., Jan 2021, In: Future Internet. 13, 1, p. 1-24 24 p., 5.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile10 Citations (Scopus)131 Downloads (Pure) -
Building Heat Demand Forecasting by Training a Common Machine Learning Model with Physics-Based Simulator
Kannari, L., Kiljander, J., Piira, K., Piippo, J. & Koponen, P., 21 Apr 2021, In: Forecasting. 3, 2, p. 290-302 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile9 Citations (Scopus)77 Downloads (Pure) -
Intelligent consumer flexibility management with neural network based planning and control
Kiljander, J., Sarala, R., Rehu, J., Pakkala, D., Pääkkönen, P., Takalo-Mattila, J. & Känsälä, K., 22 Feb 2021, In: IEEE Access. 9, p. 40755-40767Research output: Contribution to journal › Article › Scientific › peer-review
Open Access5 Citations (Scopus) -
Towards cross-commodity energy-sharing communities – A review of the market, regulatory, and technical situation
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., 1 Nov 2021, In: Renewable and Sustainable Energy Reviews. 151, 111568.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile18 Citations (Scopus)127 Downloads (Pure) -
Consumer viewpoint on a new kind of energy market
Immonen, A., Kiljander, J. & Aro, M., Mar 2020, In: Electric Power Systems Research. 180, 106153.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access33 Citations (Scopus)