A locally recurrent fuzzy neural network with application to the wind speed prediction using spatial correlation

Neurocomputing ◽

10.1016/j.neucom.2006.01.032 ◽

2007 ◽

Vol 70 (7-9) ◽

pp. 1525-1542 ◽

Author(s):

T.G. Barbounis ◽

J.B. Theocharis

Keyword(s):

Neural Network ◽

Spatial Correlation ◽

Fuzzy Neural Network ◽

Wind Speed Prediction ◽

Fuzzy Neural ◽

Speed Prediction ◽

Locally Recurrent ◽

Recurrent Fuzzy Neural Network

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A Locally Recurrent Fuzzy Neural Network With Support Vector Regression for Dynamic System Modeling

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2010.2040185 ◽

2010 ◽

Author(s):

Juang ◽

Hsieh

Keyword(s):

Neural Network ◽

Dynamic System ◽

Support Vector Regression ◽

Fuzzy Neural Network ◽

System Modeling ◽

Support Vector ◽

Fuzzy Neural ◽

Dynamic System Modeling ◽

Locally Recurrent ◽

Recurrent Fuzzy Neural Network

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Locally recurrent neural networks for wind speed prediction using spatial correlation

Information Sciences ◽

10.1016/j.ins.2007.05.024 ◽

2007 ◽

Vol 177 (24) ◽

pp. 5775-5797 ◽

Author(s):

T.G. Barbounis ◽

J.B. Theocharis

Keyword(s):

Neural Networks ◽

Spatial Correlation ◽

Recurrent Neural Networks ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Locally Recurrent

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Locally recurrent neural networks optimal filtering algorithms: application to wind speed prediction using spatial correlation

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1556353 ◽

2006 ◽

Author(s):

T.G. Barbounis ◽

J.B. Theocharis

Keyword(s):

Neural Networks ◽

Spatial Correlation ◽

Recurrent Neural Networks ◽

Optimal Filtering ◽

Filtering Algorithms ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Locally Recurrent

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Probabilistic, Recurrent, Fuzzy Neural Network for Processing Noisy Time-Series Data

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3061432 ◽

2021 ◽

pp. 1-10

Author(s):

Yong Li ◽

Richard Gault ◽

T. Martin McGinnity

Keyword(s):

Neural Network ◽

Time Series ◽

Fuzzy Neural Network ◽

Time Series Data ◽

Series Data ◽

Noisy Time Series ◽

Fuzzy Neural ◽

Recurrent Fuzzy Neural Network

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Online speed control of permanent-magnet synchronous motor using self-constructing recurrent fuzzy neural network

2008 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2008.4621077 ◽

2008 ◽

Author(s):

Hung-Ching Lu ◽

Ming-Hung Chang

Keyword(s):

Neural Network ◽

Permanent Magnet ◽

Fuzzy Neural Network ◽

Permanent Magnet Synchronous Motor ◽

Speed Control ◽

Synchronous Motor ◽

Fuzzy Neural ◽

Recurrent Fuzzy Neural Network

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Robust path tracking control of mobile robot via dynamic petri recurrent fuzzy neural network

Soft Computing ◽

10.1007/s00500-010-0607-x ◽

2010 ◽

Vol 15 (4) ◽

pp. 743-767 ◽

Author(s):

Rong-Jong Wai ◽

Chia-Ming Liu ◽

You-Wei Lin

Keyword(s):

Neural Network ◽

Mobile Robot ◽

Tracking Control ◽

Fuzzy Neural Network ◽

Path Tracking ◽

Fuzzy Neural ◽

Recurrent Fuzzy Neural Network

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Hybrid Recurrent Fuzzy Neural Network Control for Permanent Magnet Synchronous Motor Applied in Electric Scooter

The 2010 International Power Electronics Conference - ECCE ASIA - ◽

10.1109/ipec.2010.5544586 ◽

2010 ◽

Author(s):

Chih-Hong Lin ◽

Po-Hwa Chiang ◽

Chi-Shin Tseng ◽

Yi-Ling Liu ◽

Mei-Yu Lee

Keyword(s):

Neural Network ◽

Permanent Magnet ◽

Fuzzy Neural Network ◽

Permanent Magnet Synchronous Motor ◽

Synchronous Motor ◽

Network Control ◽

Neural Network Control ◽

Electric Scooter ◽

Fuzzy Neural ◽

Recurrent Fuzzy Neural Network

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Short-term wind speed prediction based on data preprocessing with discrete wavelet transform-mutual information and neural network

10.1109/iciea51954.2021.9516271 ◽

2021 ◽

Author(s):

Ran Zhao ◽

Jian Yang ◽

Dongran Song ◽

Li Wang ◽

Junbo Liu ◽

...

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Mutual Information ◽

Discrete Wavelet Transform ◽

Data Preprocessing ◽

Discrete Wavelet ◽

Wind Speed Prediction ◽

Speed Prediction

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Improved Wind Speed Prediction Results by Artificial Neural Network Method

Exergy for A Better Environment and Improved Sustainability 2 - Green Energy and Technology ◽

10.1007/978-3-319-62575-1_46 ◽

2018 ◽

pp. 651-665

Author(s):

Asilhan Sevinc Sirdas ◽

Akatas Nilcan ◽

Izgi Ercan

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Neural Network Method ◽

Wind Speed Prediction ◽

Network Method ◽

Artificial Neural Network Method ◽

Speed Prediction ◽

Artificial Neural

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Wind Speed Forecasting Based on FNN in Wind Farm

Applied Mechanics and Materials ◽

10.4028/www.scientific.net/amm.651-653.1117 ◽

2014 ◽

Vol 651-653 ◽

pp. 1117-1122

Author(s):

Zheng Ning Fu ◽

Hong Wen Xie

Keyword(s):

Neural Network ◽

Power Systems ◽

Power Plants ◽

Fuzzy Neural Network ◽

Negative Impact ◽

Wind Speed Forecasting ◽

Wind Power Plants ◽

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. Based on a fuzzy neural network (FNN), a method of wind speed forecasting is presented in this paper. By mining historical data as the learning stylebook, the fuzzy neural network (FNN) forecasts the wind speed. The simulation results show that this method can improve the accuracy of wind speed forecasting effectively.

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