Sökning: "wind speed forecast"

Visar resultat 1 - 5 av 25 uppsatser innehållade orden wind speed forecast.

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

    M1-uppsats, Högskolan i Gävle/Datavetenskap

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

    Sammanfattning : 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. LÄS MER

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

    Master-uppsats, Lunds universitet/Matematisk statistik

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

    Sammanfattning : 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. LÄS MER

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

    Master-uppsats, Uppsala universitet/Luft-, vatten- och landskapslära

    Författare :Arnór Tumi Jóhannsson; [2022]
    Nyckelord :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;

    Sammanfattning : 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. LÄS MER

  5. 4. Reglering av temperatur via prognosstyrning : Prognosstyrning av byggnad i Östersund

    Uppsats för yrkesexamina på grundnivå, Mittuniversitetet/Institutionen för elektronikkonstruktion

    Författare :Daniel Strömberg; [2022]
    Nyckelord :Weather forecast control; API.; Prognosstyrning; API;

    Sammanfattning : På uppdrag av JAADAB AB har en undersökning huruvida prognosstyrning kan användas för att effektivt reglera värme i en byggnad samt spara energi och ge jämnare innetemperatur genom att använda SMHIs öppna API. I uppdraget ingick även att skapa en modell för att kunna implementera detta i en befintlig byggnad med okända där exakt kännedom om byggandens konstruktion och egenskaper saknas. LÄS MER

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

    M1-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

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

    Sammanfattning : 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. LÄS MER