31 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of OsloNO8 papers
- Institute for Energy TechnologyNO4 papers
- Technical University of DenmarkDK2 papers
- UiT The Arctic University of NorwayNO2 papers
- University Graduate CenterNO2 papers
- 657 OsloNO1 paper
- BiparFR1 paper
- CeNTI (Portugal)PT1 paper
- Helmholtz-Institute UlmDE1 paper
- Institut de Chimie et des Matériaux Paris-EstFR1 paper
- Institute for Materials Research, Tohoku University1 paper
- Karlsruhe Institute of TechnologyDE1 paper
9 papers
Deep Learning Multi-Horizon Irradiance Nowcasting: A Comparative Evaluation of Three Methods for Leveraging Sky Images
Erling W. Eriksen, Magnus M. Nygård, Niklas Erdmann +1
We investigate three distinct methods of incorporating all-sky imager (ASI) images into deep learning (DL) irradiance nowcasting. The first method relies on a convolutional neural…
Driving towards net-zero: The impact of electric vehicle flexibility participation on a future Norwegian electricity system
Tobias Verheugen Hvidsten, Maximilian Roithner, Fred Espen Benth +1
Electric vehicle batteries have a proven flexibility potential which could serve as an alternative to conventional electricity storage solutions. EV batteries could support the bal…
Exploring near-optimal energy systems with stakeholders: a novel approach for participatory modelling
Oskar Vågerö, Koen van Greevenbroek, Aleksander Grochowicz +1
Involving people in energy systems planning can increase the legitimacy and socio-political feasibility of energy transitions. Participatory research in energy modelling offers the…
Deep and Probabilistic Solar Irradiance Forecast at the Arctic Circle
Niklas Erdmann, Lars Ø. Bentsen, Roy Stenbro +3
Solar irradiance forecasts can be dynamic and unreliable due to changing weather conditions. Near the Arctic circle, this also translates into a distinct set of further challenges.…
Trading off regional and overall energy system design flexibility in the net-zero transition
Koen van Greevenbroek, Aleksander Grochowicz, Marianne Zeyringer +1
The transition to net-zero emissions in Europe is determined by a patchwork of country-level and EU-wide policy, creating coordination challenges in an interconnected system. We us…
Machine Learning of Public Sentiments toward Wind Energy in Norway
Oskar Vågerö, Anders Bråte, Alexandra Wittemann +3
Across Europe negative public opinion has and may continue to limit the deployment of renewable energy infrastructure required for the transition to net-zero energy systems. Unders…
Wind Park Power Prediction: Attention-Based Graph Networks and Deep Learning to Capture Wake Losses
Lars Ødegaard Bentsen, Narada Dilp Warakagoda, Roy Stenbro +1
With the increased penetration of wind energy into the power grid, it has become increasingly important to be able to predict the expected power production for larger wind farms. D…
Reinforcement Learning-based Switching Controller for a Milliscale Robot in a Constrained Environment
Abbas Tariverdi, Ulysse Côté-Allard, Kim Mathiassen +4
This work presents a reinforcement learning-based switching control mechanism to autonomously move a ferromagnetic object (representing a milliscale robot) around obstacles within…
Pseudo-ternary LiBH4-LiCl-P2S5 system as structurally disordered bulk electrolyte for all-solid-state lithium batteries
Abdelouahab El Kharbachi, Julia Wind, Amund Ruud +11
The properties of the mixed system LiBH4 LiCl P2S5 are studied with respect to all-solid-state batteries. The studied material undergoes an amorphization upon heating above 601C, a…