Essays about: "wind power forecasting"

Showing result 1 - 5 of 42 essays containing the words wind power forecasting.

  1. 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 fysik

    Author : Emelie Sjökvist; [2023]
    Keywords : ;

    Abstract : 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

  3. 2. Meteorological Causes for Wind Power Ramps: A Comparison between four sites in Sweden

    University essay from Uppsala universitet/Luft-, vatten- och landskapslära

    Author : Anabelle Engert; [2023]
    Keywords : meteorology; mesoscale; wind energy; wind power ramps;

    Abstract : Wind energy as renewable energy will be crucial in ensuring future energy supply. Foundation for agood implementation of wind power output in the electrical grid are wind forecasts. Especially windpower ramp forecasting is important for an effective generation of wind power energy by wind parks. READ MORE

  4. 3. Conform with the Wind : Processing short-term ensemble forecasts with conformal based methods for probabilistic wind-speed forecasting

    University essay from Lunds universitet/Matematisk statistik

    Author : Simon Althoff; [2023]
    Keywords : wind-speed; probabilistic; forecasts; forecasting; ensemble; post-processing; conformal prediction; conformal predictive systems; quantile regression forest; non-exchangeable; Mathematics and Statistics;

    Abstract : 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

  5. 4. Forecasting Technological Diffusion through Analogies: Examining Historical Technologies to Assess the Future Growth of Green Hydrogen Electrolysis and Pipeline Network as Climate Mitigation Technologies

    University essay from Lunds universitet/Internationella miljöinstitutet

    Author : Renz Homer Cerillo; [2023]
    Keywords : Technology diffusion; green hydrogen; electrolyze; pipeline; feasibility spaces; reference case forecasting; Earth and Environmental Sciences;

    Abstract : Green hydrogen is an advantageous clean energy carrier that enables the decarbonization of hard-to-abate sectors and addresses the intermittency of renewables. However, its global production is currently constrained by inadequate infrastructure, high investment risks, and relatively technological infancy. READ MORE

  6. 5. Wind power forecasting using random forests

    University essay from Lunds universitet/Institutionen för energivetenskaper

    Author : Christoffer Ahrling; [2023]
    Keywords : machine learning; wind power; forecasting; random forest; Technology and Engineering;

    Abstract : The present thesis investigated using the random forest machine learning algorithm for wind power forecasting. Meteorological prognoses for wind speed, wind direction, gust winds, and humidity were used. For historical data, wind minimum and temperature was also included. READ MORE