Sparse heteroscedastic Gaussian process for shortterm wind speed forecasting

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252407 ◽

2012 ◽

Author(s):

Peng Kou ◽

Feng Gao

Keyword(s):

Gaussian Process ◽

Wind Speed Forecasting

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Minute Ahead Wind Speed Forecasting Using a Gaussian Process and Fuzzy Assimilation

2019 IEEE Milan PowerTech ◽

10.1109/ptc.2019.8810415 ◽

2019 ◽

Author(s):

Miltiadis Alamaniotis ◽

Georgios Karagiannis

Keyword(s):

Gaussian Process ◽

Wind Speed Forecasting

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A novel hybrid approach based on variational heteroscedastic Gaussian process regression for multi-step ahead wind speed forecasting

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2021.107717 ◽

2022 ◽

Vol 136 ◽

pp. 107717

Author(s):

Chu Zhang ◽

Tian Peng ◽

Muhammad Shahzad Nazir

Keyword(s):

Gaussian Process ◽

Hybrid Approach ◽

Gaussian Process Regression ◽

Wind Speed Forecasting

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Application of Gaussian Process to wind speed forecasting for wind power generation

2008 IEEE International Conference on Sustainable Energy Technologies ◽

10.1109/icset.2008.4747145 ◽

2008 ◽

Author(s):

Hiroyuki Mori ◽

Eitaro Kurata

Keyword(s):

Power Generation ◽

Gaussian Process ◽

Wind Power Generation ◽

Wind Speed Forecasting

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Gaussian Process Regression for Estimating Wind Speed From X-band Marine Radar Images

OCEANS 2018 MTS/IEEE Charleston ◽

10.1109/oceans.2018.8604842 ◽

2018 ◽

Author(s):

Xinwei Chen ◽

Weimin Huang

Keyword(s):

Gaussian Process ◽

Gaussian Process Regression ◽

Radar Images ◽

X Band ◽

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Wind speed forecasting using a new multi-factor fusion and multi-resolution ensemble model with real-time decomposition and adaptive error correction

Energy Conversion and Management ◽

10.1016/j.enconman.2020.112995 ◽

2020 ◽

Vol 217 ◽

pp. 112995 ◽

Author(s):

Hui Liu ◽

Rui Yang ◽

Zhu Duan

Keyword(s):

Error Correction ◽

Real Time ◽

Ensemble Model ◽

Wind Speed Forecasting ◽

Time Decomposition

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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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A Novel Online Method for Wind Speed Forecasting Based on Hybrid Decomposition and OSORELM

2018 International Conference on Power System Technology (POWERCON) ◽

10.1109/powercon.2018.8601706 ◽

2018 ◽

Author(s):

Dan Zhang ◽

Xiangang Peng ◽

Keda Pan

Keyword(s):

Wind Speed Forecasting ◽

Hybrid Decomposition

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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 ◽

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):

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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