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

