Blar i Faculty of Mathematics and Natural Sciences på emneord "LSTM"
Viser treff 1-3 av 3
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MetZoom: A CNN/LSTM hybrid based model for water reservoir inflow prediction
(Master thesis, 2022-06-01)Hydropower reservoir volumes fluctuate as water levels increase or decrease according to precipitation, valve output and inflow through water retained in the surrounding area. Predicting these fluctuations with machine ... -
Multi-step Ahead Inflow Forecasting for a Norwegian Hydro-Power Use-Case, Based on Spatial-Temporal Attention Mechanism
(Master thesis, 2023-06-02)Hydrological forecasting has been an ongoing area of research due to its importance to improve decision making on water resource management, flood management, and climate change mitigation. With the increasing availability ... -
Short-term Spatiotemporal Load Forecasting for Norwegian Bidding Zones
(Master thesis, 2021-06-01)Short-term load forecasting is vital for electric utility companies. The objective of this thesis is the short-term load forecasting of the five bidding zones in the Norwegian electrical grid. This master thesis proposes ...