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Short-Term Wind Speed Forecasting Using a Multi-model Ensemble
Advances in Neural Networks – ISNN 2015 - Lecture Notes in Computer Science
◽
10.1007/978-3-319-25393-0_44
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2015
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pp. 398-406
Author(s):
Chi Zhang
◽
Haikun Wei
◽
Tianhong Liu
◽
Tingting Zhu
◽
Kanjian Zhang
Keyword(s):
Wind Speed
◽
Model Ensemble
◽
Short Term
◽
Wind Speed Forecasting
Download Full-text
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References
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
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Short Term
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Wind Speed Forecasting
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Ensemble Approach
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Meta Learning
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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
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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)
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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)
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10.1109/naps.2017.8107222
◽
2017
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Cited By ~ 2
Author(s):
Md Emrad Hossain
Keyword(s):
Wind Speed
◽
Regression Model
◽
Gaussian Mixture
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Short Term
◽
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
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10.1109/isgt-asia.2012.6303377
◽
2012
◽
Cited By ~ 1
Author(s):
Jiegui Zhou
◽
Jia Hongjie
◽
Zhen Tian
◽
Linlin Hu
Keyword(s):
Wind Speed
◽
Density Estimation
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Kernel Density Estimation
◽
Kernel Density
◽
Short Term
◽
Wind Speed Forecasting
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Non Parametric
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Short Term Wind Speed Forecasting Based on Feature Extraction by CNN and MLP
10.1109/isceic53685.2021.00047
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2021
◽
Author(s):
Hui Wang
◽
Jilong Wang
Keyword(s):
Feature Extraction
◽
Wind Speed
◽
Short Term
◽
Wind Speed Forecasting
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Short-term wind speed forecasting with ARIMA model
2014 55th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)
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10.1109/rtucon.2014.6998223
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2014
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Cited By ~ 9
Author(s):
Virginijus Radziukynas
◽
Arturas Klementavicius
Keyword(s):
Wind Speed
◽
Arima Model
◽
Short Term
◽
Wind Speed Forecasting
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Multi-step wind speed forecasting based on hybrid multi-stage decomposition model and long short-term memory neural network
Energy Conversion and Management
◽
10.1016/j.enconman.2020.112869
◽
2020
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Vol 213
◽
pp. 112869
◽
Cited By ~ 12
Author(s):
Sinvaldo Rodrigues Moreno
◽
Ramon Gomes da Silva
◽
Viviana Cocco Mariani
◽
Leandro dos Santos Coelho
Keyword(s):
Neural Network
◽
Wind Speed
◽
Short Term Memory
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Short Term
◽
Term Memory
◽
Wind Speed Forecasting
◽
Decomposition Model
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Multi Stage
◽
Long Short Term Memory
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