Sfoglia per Soggetto "Weather forecasting"
Items 1-5 di 5
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Evaluation of the AWR-WRF model configuration at high resolution over the domain of Greece
(2018)This study is a first attempt to obtain high resolution simulations of present climate in Greece, by applying dynamical downscaling using the Advanced Weather Research and Forecasting numerical model (WRF-ARW). We performed ... -
Forecasting Winter Precipitation based on Weather Sensors Data in Apache Spark
(2021)The proposed paper introduces an approach providing weather information on winter precipitation types using machine learning techniques. The proposed methodology takes as input the data received from weather sensors and ... -
High Resolution Future Projections of Drought Characteristics in Greece Based on SPI and SPEI Indices
(2022)Future changes in drought characteristics in Greece were investigated using dynamically downscaled high-resolution simulations of 5 km. The Weather Research and Forecasting model simulations were driven by EC-EARTH output ... -
Pattern identification for wind power forecasting via complex network and recurrence plot time series analysis
(2019)Renewable energy sources, where wind energy is an important part, are increasingly participating in developing economies and environmental benefits. Wind power is strongly dependent on wind velocity and thus identifying ... -
Stochastic Heuristic Optimization of Machine Learning Estimators for Short-Term Wind Power Forecasting
(2022)The continuous fluctuation of wind speed, wind direction and other climatic variables affects the power produced by wind turbines. Accurate short-term wind power prediction models are vital for the power industry to evaluate ...