Essays about: "Weather Research and Forecasting Model"

Showing result 6 - 10 of 21 essays containing the words Weather Research and Forecasting Model.

  1. 6. Evaluation of a Minute Synthesis Irradiation Model for the Frequency Containment Reserve : Disturbance down-regulation market

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Pablo Omar Luz Pedemonte; [2022]
    Keywords : Solar Energy; Photovoltaic; Irradiance variability; Synthetic solar irradiance; Ancillary services; Frequency regulation; Balancing market;

    Abstract : With the increase in energy demand, and therefore, in energy generation, new high voltage direct current export links and overseas connections of large amounts of power are being introduced. These new links are subject to possible malfunction or failures, which may causea substantial frequency increase in the power system. READ MORE

  3. 7. Nowcasting the IRF Auroral Index with Recurrent Neural Networks

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Per Danielsson; [2022]
    Keywords : Aurora borealis; aurora; neural networks; artificial intelligence; machine learning; recurrent;

    Abstract : There is a long history in Kiruna of conducting research on the physics of the aurora borealis. There is also a long history of providing tourists with great opportunities to see the auroras. Planning such tourist activities can be challenging since the auroras are hard to predict. READ MORE

  4. 8. Long-term forecasting model for future electricity consumption in French non-interconnected territories

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : MATHIEU CARON; [2021]
    Keywords : Long-term forecasting; electricity demand; peak demand; energy planning; clustering analysis; artificial neural network; generalized additive model; Långsiktig prognostisering; elbehov; topplast; energiplanering; klusteranalys; artificiellt neuralt nätverk; generaliserad tillsatsmodell;

    Abstract : In the context of decarbonizing the electricity generation of French non-interconnected territories, the knowledge of future electricity demand, in particular annual and peak demand in the long-term, is crucial to design new renewable energy infrastructures. So far, these territories, mainly islands located in the Pacific and Indian ocean, relies mainly on fossil fuels powered facilities. READ MORE

  5. 9. Development of a deep learning method for soil moisture estimation at high spatial and temporal resolution using satellite data

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Nicklas Simonsen; [2021]
    Keywords : Physical Geography and Ecosystem Analysis; Machine Learning; Deep Learning; Recurrent Neural Network; LSTM; Soil Moisture; Remote Sensing; SAR; Sentinel-1; Sentinel-2; ISMN; ICOS: Geomatics; Earth and Environmental Sciences;

    Abstract : Soil moisture (SM) is an essential climate variable that controls fundamental hydrological and climatic processes. Soil moisture products derived from microwave remote sensing often provide measurements at low spatial resolution and incomplete temporal records. READ MORE

  6. 10. ACCURACY OF THE WEATHER RESEARCH AND FORECASTING (WRF) MODEL IN WIND RESOURCE ASSESSMENT : CASE STUDY ABOUT A POTENTIAL REPOWERING SITE

    University essay from Uppsala universitet/Institutionen för geovetenskaper

    Author : Piia Heikkinen; [2020]
    Keywords : WRF;

    Abstract : This Master’s thesis studies how accurate the Weather Research and Forecasting (WRF) model is in wind resource assessment in the Nordic conditions. Besides, it is studied how big of an increase in energy production could be gained if a confidential wind farm would be repowered. READ MORE