Short Term Wind Speed Forecasting : A Machine Learning Based Predictive Analytics

TENCON 2018 - 2018 IEEE Region 10 Conference ◽

10.1109/tencon.2018.8650287 ◽

2018 ◽

Author(s):

Annael J. Domingo ◽

Felan Carlo Garcia ◽

Mary Lai Salvana ◽

Nathaniel J. C. Libatique ◽

Gregory L. Tangonan

Keyword(s):

Machine Learning ◽

Wind Speed ◽

Predictive Analytics ◽

Short Term ◽

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 ◽

Wind Speed ◽

Comparative Study ◽

Learning Approaches ◽

Short Term ◽

Wind Speed Forecasting

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Short-term Wind Speed Forecasting using Machine Learning Algorithms

2021 IEEE Madrid PowerTech ◽

10.1109/powertech46648.2021.9494848 ◽

2021 ◽

Author(s):

Sebastiao B. Fonseca ◽

Roberto Celio L. de Oliveira ◽

Carolina M. Affonso

Keyword(s):

Machine Learning ◽

Wind Speed ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Short Term ◽

Wind Speed Forecasting

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Machine Learning approach for Short Term Wind Speed Forecasting

2019 International Conference on Advances in Computing and Communication Engineering (ICACCE) ◽

10.1109/icacce46606.2019.9079959 ◽

2019 ◽

Author(s):

Shivani ◽

K.S. Sandhu ◽

Anil Ramchandran Nair

Keyword(s):

Machine Learning ◽

Wind Speed ◽

Learning Approach ◽

Short Term ◽

Wind Speed Forecasting ◽

Machine Learning Approach

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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 ◽

Short Term ◽

Wind Speed Forecasting ◽

Ensemble Approach ◽

Meta Learning

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A Machine Learning Approach for Wind Speed Forecasting

2021 International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) ◽

10.1109/icacite51222.2021.9404563 ◽

2021 ◽

Author(s):

S. Krishnaveni ◽

Jay Singh ◽

Kartik Verma ◽

Ayush Pachaury ◽

Garvit Kashyap ◽

...

Keyword(s):

Machine Learning ◽

Wind Speed ◽

Learning Approach ◽

Wind Speed Forecasting ◽

Machine Learning 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):

Wind Speed ◽

Ensemble Learning ◽

Short Term ◽

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 ◽

Short Term ◽

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 ◽

Cited By ~ 91

Author(s):

Yu Jiang ◽

Zhe Song ◽

Andrew Kusiak

Keyword(s):

Wind Speed ◽

Structural Break ◽

Short Term ◽

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):

Wind Speed ◽

Bayesian Optimization ◽

Ann Model ◽

Short Term ◽

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 ◽

Cited By ~ 2

Author(s):

Md Emrad Hossain

Keyword(s):

Wind Speed ◽

Regression Model ◽

Gaussian Mixture ◽

Short Term ◽

Mixture Regression ◽

Wind Speed Forecasting ◽

Mixture Regression Model

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