Results 1 to 10 of about 4,037,937 (347)

Dependence of daily precipitation and wind speed over coastal areas: evidence from China's coastline

open access: yesHydrology Research, 2023
Rainfall and wind speed are two important meteorological variables that have a significant impact on agriculture, human health, and socio-economic development.
Xuyang Qi   +7 more
doaj   +2 more sources

Vertical Wind Profile Characterization and Identification of Patterns Based on a Shape Clustering Algorithm [PDF]

open access: yesIEEE Access, 2019
Wind power plants are becoming a generally accepted resource in the generation mix of many utilities. At the same time, the size and the power rating of individual wind turbines have increased considerably.
Angel Molina-Garcia   +4 more
doaj   +4 more sources

Artificial Intelligence in Wind Speed Forecasting: A Review

open access: yesEnergies, 2023
Wind energy production has had accelerated growth in recent years, reaching an annual increase of 17% in 2021. Wind speed plays a crucial role in the stability required for power grid operation.
Sandra Minerva Valdivia-Bautista   +4 more
semanticscholar   +1 more source

Short-Term Wind Speed Forecasting Model Based on Mutual Information and Recursive Neural Network

open access: yesShanghai Jiaotong Daxue xuebao, 2021
The volatility and randomness of wind speed have caused potential safety hazards to wind power grid integration. Improving wind speed forecasting is crucial to the stability of wind power systems and the development of wind energy.
WANG Yan, CHEN Yaoran, HAN Zhaolong, ZHOU Dai, BAO Yan
doaj   +1 more source

Future changes in the extratropical storm tracks and cyclone intensity, wind speed, and structure

open access: yesWeather and Climate Dynamics, 2021
. Future changes in extratropical cyclones and the associated storm tracks are uncertain. Using the new CMIP6 models, we investigate changes to seasonal mean storm tracks and composite wind speeds at different levels of the troposphere for the winter and
Matthew D. K. Priestley, J. Catto
semanticscholar   +1 more source

Research on neural network wind speed prediction model based on improved sparrow algorithm optimization

open access: yesEnergy Reports, 2022
The wind speed signal measured by the mechanical anemometer lags behind the wind speed at the wind wheel surface of the wind turbine in time. The wind speed reconstruction algorithm adopted by the ordinary lidar anemometer is insufficient.
Liang Zhang   +4 more
doaj   +1 more source

Forecasting wind speed data by using a combination of ARIMA model with single exponential smoothing [PDF]

open access: yes, 2021
Wind serves as natural resources as the solution to minimize global warming and has been commonly used to produce electricity. Because of their uncontrollable wind characteristics, wind speed forecasting is considered one of the best challenges in ...
A. Rahman, Nur H.   +5 more
core   +1 more source

Comparison of ERA5 surface wind speed climatologies over Europe with observations from the HadISD dataset

open access: yesInternational Journal of Climatology, 2021
Understanding space–time features of wind speed is of high interest in meteorology and several applied sciences. Accurate wind speed measurements in combination with reliable gridded products, such as reanalyses, are needed to address the main ...
M. Molina, C. Gutiérrez, E. Sánchez
semanticscholar   +1 more source

Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm [PDF]

open access: yesEnergy Reports, 2020
Wind power as a renewable source of energy, has numerous economic, environmental and social benefits. In order to enhance and control the renewable wind power, it is vital to utilize models that predict wind speed with high accuracy. Due to neglecting of
S. Samadianfard   +7 more
semanticscholar   +1 more source

Wind Speed Distributions Used in Wind Energy Assessment: A Review

open access: yesFrontiers in Energy Research, 2021
With economic development and population growth, energy demand has shown an upward trend. Renewable energy is inexhaustible and causes little pollution, which has broad prospects for development.
Huanyu Shi   +3 more
semanticscholar   +1 more source

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