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Determination of extreme wind speed under different wind directions and attack angles with mixed wind climates in mountain terrain
Determining the extreme wind speed and basic wind speed in mountain areas is the fundamental topic in wind-resistant design for engineering...
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ICEEMDAN-Informer-GWO: a hybrid model for accurate wind speed prediction
Extensive research has been diligently conducted on wind energy technologies in response to pressing global environmental challenges and the growing...
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Assessment of wind erosivity based on wind speed conversion over different averaging times
PurposeWind speeds over different averaging times significantly influence the assessment of wind erosivity, which describes the capacity of wind to...
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Extreme wind speed prediction in mountainous area with mixed wind climates
In addition to common synoptic wind system, the mountainous terrain forms a local thermally driven wind system, which makes the mountain wind system...
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MSTL-NNAR: a new hybrid model of machine learning and time series decomposition for wind speed forecasting
Wind speed forecasting is essential for various domains, such as renewable energy generation, aviation, agriculture, and disaster management....
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Hybrid attention-based temporal convolutional bidirectional LSTM approach for wind speed interval prediction
Precise wind speed prediction is crucial for the management of the wind power generation systems. However, the stochastic nature of the wind speed...
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Long, short, and medium terms wind speed prediction model based on LSTM optimized by improved moth flame optimization algorithm
Time series prediction of wind speed has been widely used in wind power generation. The volatility and instability of wind speed have a large...
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Influence of seasonal air density fluctuations on wind speed distribution in complex terrains in the context of energy yield
Given the variable nature of wind speed and the importance of accurately determining the energy that can be generated at a given site, understanding...
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Improved chimpanzee algorithm based on CEEMDAN combination to optimize ELM short-term wind speed prediction
The world energy structure dominated by fossil energy has brought about the depletion of fossil energy and a series of environmental pollution...
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Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential
With wind power providing an increasing amount of electricity worldwide, the quantification of its spatio-temporal variations and the related...
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The impact of wind speed measurement method on MRT and PET values in limited air flow conditions on warm, sunny days
Wind speed is an important variable in the assessment of thermal comfort. Different types of meteorological devices provide different accuracy of air...
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Short-term wind speed prediction based on FEEMD-PE-SSA-BP
As one of the renewable energy power generation methods, wind power generation shows a high growth trend. However, while wind power is connected to...
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Implementation of hybrid wind speed prediction model based on different data mining and signal processing approaches
Accurate estimation of wind speed (WS) data, which greatly influences meteorological parameters, plays a vital role in the safe operation and...
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Research on adaptive combined wind speed prediction for each season based on improved gray relational analysis
The stability of the power grid and the operational security of the power system depend on the precise prediction of wind speed. In consideration of...
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Video-based measurements of the entrainment, speed and mass flux in a wind-blown eruption column
On May 4 2010 a wind-blown ash plume issued from Eyjafjallajökull volcano in Iceland. Analysis of a 17-minute-long video recording of the eruption...
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A novel hybrid wind speed interval prediction model based on mode decomposition and gated recursive neural network
Wind energy has become one of the most efficient renewable energy sources. However, the wind has the characteristics of intermittence and...
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Maximizing the output power for electric vehicles charging station powered by a wind energy conversion system using tip speed ratio
This study investigates the influence of tip speed ratio (TSR) as maximum power point tracking (MPPT) technique on energy conversion for wind-powered...
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Nonparametric versus parametric (both unimodal and mixed) probability distribution in hourly wind speed modelling for some regions of Tamil Nadu state in India
It is crucial to accurately predict the probability distribution of long-term wind speed patterns to evaluate the potential for wind energy. This...
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The Effect of Wind Speed on the Diffusion of SO2 in Ship Exhaust
In recent years, ship transportation has made significant contributions to the global economic development, but it has caused serious air pollution....
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One-hour ahead wind speed forecasting using deep learning approach
Accurate forecasting of wind speed (WS) data plays a crucial role in planning and operating wind power generation. Nowadays, the importance of WS...
