Results 271 to 280 of about 2,638,880 (299)

Wind Speed Forecasting Based on FNN in Wind Farm

Applied Mechanics and Materials, 2014
Wind speed forecasting plays a significant role to the operation of wind power plants and power systems. An accurate forecasting on wind power can effectively relieve or avoid the negative impact of wind power plants on power systems and enhance the competition of wind power plants in electric power market.
Zheng Ning Fu, Hong Wen Xie
openaire   +1 more source

Modeling a robust wind-speed forecasting to apply to wind-energy production

Neural Computing and Applications, 2018
Q1
José G. Hernández-Travieso, Carlos M. Travieso-González, Jesús Bernardino Alonso Hernández, José Miguel Canino-Rodríguez, Antonio G. Ravelo-García   +4 more
openaire   +2 more sources

Forecast of wind speed based on whale optimization algorithm

Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017
The renewable energy generated from wind reduces the expenditure of electricity production. According to the variation and the nonlinearity of the wind data, the precise speed of the wind forecasting regrading as a major role in renewable energy systems.
Sarah Osama, Essam H. Houssein, Aboul Ella Hassanien, Aly A. Fahmy   +3 more
openaire   +1 more source

A hybrid ARIMA-DENFIS method for wind speed forecasting

2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013
This paper proposes a hybrid autoregressive integrated moving average - dynamic evolving neural-fuzzy inference system (ARIMA-DENFIS) model for wind speed forecasting. The theory of ARIMA, DENFIS and the hybrid of the two are discussed. The proposed model is evaluated with NDBC wind speed data and the results show that the proposed hybrid ARIMA-DENFIS ...
Ren Ye, Ponnuthurai N. Suganthan, Narasimalu Srikanth, Soham Sarkar   +3 more
openaire   +2 more sources

Time Series Analysis and Forecasting of Wind Speed Data

2019 IEEE Industry Applications Society Annual Meeting, 2019
This paper discusses the problem of predicting wind speed using the statistical model based on autoregressive integrated moving average (ARIMA). Historical wind speed data, representing the Chester region of Nova Scotia, Canada, from 2012 to 2017, was used to operate this model.
Meftah Elsaraiti, Adel Merabet, Ahmed Al-Durra   +2 more
openaire   +2 more sources

Wind speed forecasting using spatio-temporal indicators

2012
From small farms to electricity markets the interest and importance of wind power production is continuously increasing. This interest is mainly caused by the fact that wind is a continuous resource of clean energy. To take full advantage of the potential of wind power production it is crucial to have tools that accurately forecast the expected wind ...
Orlando Ohashi, Luís Torgo
openaire   +2 more sources

Statistical Analysis and Forecasting of Wind Speed

2022 4th International Conference on Energy, Power and Environment (ICEPE), 2022
Sakshi Shukla, Rohit Ramaprasad, Sumanta Pasari, Sarita Sheoran   +3 more
openaire   +1 more source

Impact of the accuracy of NWP wind speed forecasts on wind power forecasting

8th Renewable Power Generation Conference (RPG 2019), 2019
null Yimei Wang, null Yongqian Liu, null Peng Song, null Hui Liu, null Zechun Hu   +4 more
openaire   +1 more source

Current Status and Future Advances for Wind Speed and Power Forecasting

Renewable and Sustainable Energy Reviews, 2014
Jaesung Jung
exaly  

A Review on the Forecasting of Wind Speed and Generated Power

Renewable and Sustainable Energy Reviews, 2009
Chuanwen Jiang
exaly