A Comparative Study of ARIMA and RNN for Short Term Wind Speed Forecasting

2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) ◽

10.1109/icccnt45670.2019.8944466 ◽

2019 ◽

Author(s):

Shivani ◽

K.S. Sandhu ◽

Anil Ramachandran Nair

Keyword(s):

Comparative Study ◽

Wind Speed Forecasting

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A Comparative Study for Short Term Wind Speed Forecasting using Statistical and Machine Learning Approaches

2018 2nd IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES) ◽

10.1109/icpeices.2018.8897457 ◽

2018 ◽

Author(s):

Parul Arora ◽

Himanshu Kumar ◽

B.K Panigrahi

Keyword(s):

Machine Learning ◽

Comparative Study ◽

Learning Approaches ◽

Wind Speed Forecasting

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A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods

IEEE Transactions on Sustainable Energy ◽

10.1109/tste.2014.2365580 ◽

2015 ◽

Vol 6 (1) ◽

pp. 236-244 ◽

Author(s):

Ye Ren ◽

P. N. Suganthan ◽

Narasimalu Srikanth

Keyword(s):

Comparative Study ◽

Empirical Mode Decomposition ◽

Wind Speed Forecasting ◽

Forecasting Methods ◽

Mode Decomposition

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Comparative Study of Short-Term Wind Speed Forecasting Techniques Using Artificial Neural Networks

2018 International Conference on Current Trends towards Converging Technologies (ICCTCT) ◽

10.1109/icctct.2018.8550849 ◽

2018 ◽

Author(s):

Rohitha. B. Kurdikeri ◽

A. B. Raju

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Comparative Study ◽

Wind Speed Forecasting ◽

Artificial Neural ◽

Forecasting Techniques

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Meta Learning-Based Hybrid Ensemble Approach for Short-Term Wind Speed Forecasting

IEEE Access ◽

10.1109/access.2020.3025811 ◽

2020 ◽

Vol 8 ◽

pp. 172859-172868

Author(s):

Zhengwei Ma ◽

Sensen Guo ◽

Gang Xu ◽

Saddam Aziz

Keyword(s):

Wind Speed Forecasting ◽

Ensemble Approach ◽

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Short-Term Wind Speed Forecasting Using Ensemble Learning

2021 7th International Conference on Electrical Energy Systems (ICEES) ◽

10.1109/icees51510.2021.9383718 ◽

2021 ◽

Author(s):

M. Karthikeyan ◽

R. Rengaraj

Keyword(s):

Ensemble Learning ◽

Wind Speed Forecasting

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Ultra-short-term Wind Speed Forecasting Based on a Hybrid FEEMD-ICS-LSSVM Method

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327808 ◽

2020 ◽

Author(s):

Xin Yang ◽

Hao Zhou

Keyword(s):

Wind Speed Forecasting

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Very short-term wind speed forecasting with Bayesian structural break model

Renewable Energy ◽

10.1016/j.renene.2012.07.041 ◽

2013 ◽

Vol 50 ◽

pp. 637-647 ◽

Author(s):

Yu Jiang ◽

Zhe Song ◽

Andrew Kusiak

Keyword(s):

Structural Break ◽

Wind Speed Forecasting

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Bayesian Optimization Based ANN Model for Short Term Wind Speed Forecasting in Newfoundland, Canada

2020 IEEE Electric Power and Energy Conference (EPEC) ◽

10.1109/epec48502.2020.9320075 ◽

2020 ◽

Author(s):

Habibur Rahaman ◽

T. M. Rubaith Bashar ◽

Mohammad Munem ◽

Md. Hasibul Hasan Hasib ◽

Hasan Mahmud ◽

...

Keyword(s):

Bayesian Optimization ◽

Ann Model ◽

Wind Speed Forecasting

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Application of Gaussian mixture regression model for short-term wind speed forecasting

2017 North American Power Symposium (NAPS) ◽

10.1109/naps.2017.8107222 ◽

2017 ◽

Author(s):

Md Emrad Hossain

Keyword(s):

Regression Model ◽

Gaussian Mixture ◽

Mixture Regression ◽

Wind Speed Forecasting ◽

Mixture Regression Model

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Short-term wind speed forecasting based on non-parametric kernel density estimation

IEEE PES Innovative Smart Grid Technologies ◽

10.1109/isgt-asia.2012.6303377 ◽

2012 ◽

Author(s):

Jiegui Zhou ◽

Jia Hongjie ◽

Zhen Tian ◽

Linlin Hu

Keyword(s):

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Wind Speed Forecasting ◽

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