Essays about: "short term wind power prediction"
Showing result 1 - 5 of 9 essays containing the words short term wind power prediction.
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1. Improvement of Wind Power Forecasting and Prediction of Production Losses Caused by Ice Formation on Wind Turbine Blades : - A Machine Learning Approach
University essay from Umeå universitet/Institutionen för fysikAbstract : In the ongoing climate crisis, transitioning to renewable energy sources is essential to manage the increasing energy demand. One such renewable energy source is the weather-dependent energy source, wind power. Many wind farms are located in Cold Climate (CC) regions, known for their vast potential for wind power production. READ MORE
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2. Conform with the Wind : Processing short-term ensemble forecasts with conformal based methods for probabilistic wind-speed forecasting
University essay from Lunds universitet/Matematisk statistikAbstract : Forecasting wind has always been an interesting subject, and as large parts of the world are relying more on wind for power production it is becoming even more important to have reliable forecasts. Probabilistic forecasts, where distributions are predicted in contrast to deterministic forecasts, are impor- tant for informed decision making. READ MORE
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3. Multivariate Time series Forecasting with applied Machine Learning on Electrical signals from High-Voltage Direct Current Equipment - Valve Cooling System
University essay from Uppsala universitet/Avdelningen för systemteknikAbstract : In a sustainable society, utilizing intermittent renewable power plants is an important building block for achieving green power production. However, the power production from these sources, e.g. READ MORE
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4. Exploring Machine Learning Techniques for Short-Term Wind Power Forecasting of Multiple Wind Parks
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Wind power is a renewable energy source that is growing rapidly globally. A disadvantage of wind power is its uncertainty as the energy output can vary greatly, a consequence of the stochastic nature of the wind. Accurate forecasts of wind power production can mitigate the problem of uncertainty. READ MORE
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5. Modeling Electricity Prices in the German Energy market - with Applications to Renewables
University essay from Lunds universitet/Nationalekonomiska institutionenAbstract : Recent focus on the negative effects of climate change has amplified the importance of renewable sources of energy for electricity generation. The contribution of renewables to the energy mix is growing steadily with profound effects on the price of electricity and implications for market participants. READ MORE