Essays about: "wind speed forecast"

Showing result 1 - 5 of 21 essays containing the words wind speed forecast.

  1. 1. Classification of weather conditions based on supervised learning

    University essay from Högskolan i Gävle/Datavetenskap

    Author : Mohamad Safia; Rodi Abbas; [2023]
    Keywords : Machine learning; Neural networks; Support vector machines; K-nearest neighbours; Random forest; Weather prediction;

    Abstract : Forecasting the weather remains a challenging task because of the atmosphere's complexity and unpredictable nature. A few of the factors that decide weather conditions, such as rain, clouds, clear skies, and sunshine, include temperature, pressure, humidity, wind speed, and direction. READ MORE

  3. 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 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

  4. 3. A Comparison of Statistical Methods to Generate Short-Term Probabilistic Forecasts for Wind Power Production Purposes in Iceland

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

    Author : Arnór Tumi Jóhannsson; [2022]
    Keywords : Wind power; Iceland; Atmospheric Boundary Layer; atmospheric stability; probabilistic forecasting; Machine Learning; Quantile Regression Forest; Vindkraft; Island; gränsskikt; atmosfärisk stabilitet; probabilistisk prognos; Machine Learning; Quantile Regression Forest;

    Abstract : Accurate forecasts of wind speed and power production are of great value for wind power producers. In Southwest Iceland, wind power installations are being planned by various entities. READ MORE

  5. 4. Smart Greenhouse : A microcontroller based architecture for autonomous and remote control

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Oscar Johansson; Gustav Andersson; [2020]
    Keywords : Smart Greenhouse; IOT; Internet of Things; Smart Homes; Home Automation; Automation; Smart Växthus; Smarta Hem; Hemautomation; Automation;

    Abstract : Expensive and complex automated systems for greenhouses are frequently utilized in the horticulture industry. In parallel, smart systems for home automation has recently seen a rapid increase in popularity. This project aims to combine the climate optimization capabilities of industrial systems with the convenience of home automation systems. READ MORE

  6. 5. Wind Forecasts Using Large Eddy Simulations for Stratospheric Balloon Applications

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Ludvig Sjöberg; [2019]
    Keywords : Weather Research and Forecasting Model; Large Eddy Simulation; Microscale Meteorology;

    Abstract : The launch of large stratospheric balloons is highly dependant on the meteorological conditions at ground level, including wind speed. The balloon launch base Esrange Space Center in northern Sweden currently uses forecasts delivered through the Swedish Meteorological and Hydrological Institute to predict opportunities for balloon launches. READ MORE