Blar i forfatter Mastergradsoppgaver i teknologi - energi, klima og miljø "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 ...