Blar i SINTEF Open på forfatter "Høiem, Kristian Wang"
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Clustering and Dimensionality-reduction Techniques Applied on Power Quality Measurement Data
Rosenlund, Gjert Hovland; Høiem, Kristian Wang; Torsæter, Bendik Nybakk; Andresen, Christian Andre (Chapter; Peer reviewed, 2020)The power system is changing rapidly, and new tools for predicting unwanted events are needed to keep a high level of security of supply. Large volumes of data from the Norwegian power grid have been collected over several ... -
Comparative Study of Event Prediction in Power Grids using Supervised Machine Learning Methods
Høiem, Kristian Wang; Santi, Vemund Mehl; Torsæter, Bendik Nybakk; Langseth, Helge; Andresen, Christian Andre; Rosenlund, Gjert Hovland (Chapter; Peer reviewed, 2020)There is a growing interest in applying machine learning methods on large amounts of data to solve complex problems, such as prediction of events and disturbances in the power system. This paper is a comparative study of ... -
Understanding barriers to utilising flexibility in operation and planning of the electricity distribution system – classification frameworks with applications to Norway
Sæle, Hanne; Sperstad, Iver Bakken; Høiem, Kristian Wang; Mathiesen, Vivi (Peer reviewed; Journal article, 2023)