Blar i forfatter Institutt for fysikk og teknologi "Aasen, Håvard Sund"
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A Study of Electrical Load Forecasting by Synergetic Time Series Clustering in a Temporal Convolutional Network
Aasen, Håvard Sund (Master thesis; Mastergradsoppgave, 2021-06-15)In this thesis time series forecasting is reviewed and performed on electrical load time series. The main dataset that is used consists of 4074 load time series, each collected from a secondary substation. The time series in this set cover hourly observations spanning more than 2 years, and these time series all have different patterns, some being more similar to each other. We explore how we ...