Results 281 to 290 of about 29,295 (312)

Wind Speed Time Series Predicted by Neural Network

2018 IEEE Canadian Conference on Electrical & Computer Engineering (CCECE), 2018
An important step for generation adequacy evacuation in power system planning involving wind farms is to develop an accurate wind speed model for a site. Auto-regressive Moving Average (ARMA) model is a most common approach for predicting future wind speeds.
Amir Ahadi, Xiaodong Liang
openaire   +1 more source

Fuzzy rough regression with application to wind speed prediction

Information Sciences, 2014
Accurate wind speed prediction is a prerequisite of large-scale wind power generation. There are several uncertain factors which degrade the performance of the current wind speed prediction systems. Fuzzy rough sets are considered as a powerful tool to deal with uncertainty, and have been widely discussed and applied in classification learning. In this
Shuang An, Hong Shi, Qinghua Hu, Xiaoqi Li 0007, Jianwu Dang   +4 more
openaire   +1 more source

Wind speed prediction based on FWA-LSTM

2022 IEEE/ACIS 22nd International Conference on Computer and Information Science (ICIS), 2022
Youjun Sun, Huajun Zhang 0002, Boyu Chen
openaire   +1 more source

A New Approach for Wind Speed Prediction

Wind Engineering, 2000
The potential benefits of having wind speed predictability are obvious in wind power generation (knowing wind speed ahead of time is useful in automatic power dispatch, load scheduling, and wind turbine control). A new approach for wind speed forecasting is presented in this paper. This method makes use of memorized wind speed to predict the next step
openaire   +1 more source

A Model for Predicting Wind Speed and the Probability of a Wind Gust

2021 3rd International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA), 2021
Vladimir Victorovich Dotsenko, Evgeny Victorovich Sentsov, Alexander Mikhailovich Litvinenko, Victor Nikolaevich Mesherekov, Stanimir Valtchev   +4 more
openaire   +1 more source

Wind speed behaviors feather analysis and its utilization on wind speed prediction using 3D-CNN

Energy, 2021
Xiaoxun Zhu, Xiaoxia Gao
exaly  

Time series prediction of wind speed

2009
In this paper a time series prediction of wind speed with artificial neural networks is presented. For this purpose the mean hourly wind speed records for the area of Kourris dam, located at the south of Cyprus, are used. Wind data for ten consecutive years (1991-2000) are available for this area.
Kalogirou, Soteris A., Michaelides, Silas   +1 more
openaire   +1 more source

Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

Energy Conversion and Management, 2021
Yulong Bai
exaly  

Promoting wind energy for sustainable development by precise wind speed prediction based on graph neural networks

Renewable Energy, 2022
Hongling Zheng, Zepeng Liu
exaly  

Multi-step wind speed prediction by combining a WRF simulation and an error correction strategy

Renewable Energy, 2021
Weifeng Xu, Pan Liu, Lei Cheng
exaly