Comparative study of Wind Speed Forecasting using Machine Learning

Mapping Intimacies ◽

10.1109/icosec51865.2021.9591767 ◽

2021 ◽

Author(s):

V. Mallikarjuna Nookesh ◽

V. Bharat Kumar ◽

B. Satya Saketh ◽

Syama S ◽

J. Ramprabhakar

Keyword(s):

Machine Learning ◽

Wind Speed ◽

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 ◽

Wind Speed ◽

Comparative Study ◽

Learning Approaches ◽

Short Term ◽

Wind Speed Forecasting

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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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Wind Speed Forecasting by Conventional Statistical Methods and Machine Learning Techniques

10.1109/epec52095.2021.9621686 ◽

2021 ◽

Author(s):

Shah Mohammad Rezwanul Haque Shawon ◽

Md Abu Saaklayen ◽

Xiaodong Liang

Keyword(s):

Machine Learning ◽

Wind Speed ◽

Statistical Methods ◽

Machine Learning Techniques ◽

Wind Speed Forecasting ◽

Learning Techniques

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Wind Speed Forecasting Using Innovative Regression Applications of Machine Learning Techniques

10.1007/978-3-030-77696-1_12 ◽

2021 ◽

pp. 249-263

Author(s):

Arash Moradzadeh ◽

Amin Mansour-Saatloo ◽

Morteza Nazari-Heris ◽

Behnam Mohammadi-Ivatloo ◽

Somayeh Asadi

Keyword(s):

Machine Learning ◽

Wind Speed ◽

Machine Learning Techniques ◽

Wind Speed Forecasting ◽

Learning Techniques ◽

Applications Of Machine Learning

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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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Comparative study on three new hybrid models using Elman Neural Network and Empirical Mode Decomposition based technologies improved by Singular Spectrum Analysis for hour-ahead wind speed forecasting

Energy Conversion and Management ◽

10.1016/j.enconman.2017.05.008 ◽

2017 ◽

Vol 147 ◽

pp. 75-85 ◽

Cited By ~ 54

Author(s):

Chuanjin Yu ◽

Yongle Li ◽

Mingjin Zhang

Keyword(s):

Neural Network ◽

Wind Speed ◽

Comparative Study ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Elman Neural Network ◽

Wind Speed Forecasting ◽

Singular Spectrum ◽

Mode Decomposition

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Wind speed forecasting in big data and machine learning: from presents, opportunities and future trends

Communications in Mathematical Biology and Neuroscience ◽

10.28919/cmbn/5220 ◽

2021 ◽

Keyword(s):

Machine Learning ◽

Big Data ◽

Wind Speed ◽

Future Trends ◽

Wind Speed Forecasting

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Wind Speed Forecasting Using Statistical and Machine Learning Methods: A Case Study in the UAE

Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy - Lecture Notes in Computer Science ◽

10.1007/978-3-319-71643-5_10 ◽

2017 ◽

pp. 107-120 ◽

Cited By ~ 1

Author(s):

Khawla Al Dhaheri ◽

Wei Lee Woon ◽

Zeyar Aung

Keyword(s):

Machine Learning ◽

Wind Speed ◽

Learning Methods ◽

Wind Speed Forecasting ◽

Machine Learning Methods

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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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Comparative study of wind speed forecasting techniques

2016 Biennial International Conference on Power and Energy Systems: Towards Sustainable Energy (PESTSE) ◽

10.1109/pestse.2016.7516424 ◽

2016 ◽

Cited By ~ 1

Author(s):

K. Kiranvishnu ◽

K. Sireesha ◽

J. Ramprabhakar

Keyword(s):

Wind Speed ◽

Comparative Study ◽

Wind Speed Forecasting ◽

Forecasting Techniques

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