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Journal Articles

A combined model based on POA-VMD secondary decomposition and LSTM for ultra-short-term wind power forecasting

Shaomei Yang, Xiangyi Qian
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 033306 (2024)
https://doi.org/10.1063/5.0205868
Published: June 2024
View article titled, A combined model based on POA-VMD secondary decomposition and LSTM for ultra-short-term wind power forecasting
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Journal Articles

A dynamic probabilistic analysis method for wind turbine rotor based on the surrogate model

Ruixing Zhang, Lun He, Liqiang An
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 013304 (2023)
https://doi.org/10.1063/5.0129012
Published: February 2023
View article titled, A dynamic probabilistic analysis method for wind turbine rotor based on the surrogate model
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Journal Articles

Data-driven yaw misalignment correction for utility-scale wind turbines

Editor’s Pick
Linyue Gao (高琳越), Jiarong Hong (洪家荣)
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 13, 063302 (2021)
https://doi.org/10.1063/5.0056671
Published: November 2021
View article titled, Data-driven yaw misalignment correction for utility-scale wind turbines
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Includes: Supplementary data
Journal Articles

A novel hybrid forecasting system based on data augmentation and deep learning neural network for short-term wind speed forecasting

Nan Zhang, Xiaoming Xue, Wei Jiang, Liping Shi, Chen Feng, Yanhui Gu
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 13, 066101 (2021)
https://doi.org/10.1063/5.0062790
Published: November 2021
View article titled, A novel hybrid forecasting system based on data augmentation and deep learning neural network for short-term wind speed forecasting
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Journal Articles

A hybrid wind speed forecasting model using stacked autoencoder and LSTM

K. U. Jaseena, Binsu C. Kovoor
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 12, 023302 (2020)
https://doi.org/10.1063/1.5139689
Published: April 2020
View article titled, A hybrid wind speed forecasting model using stacked autoencoder and LSTM
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Journal Articles

A hybrid forecasting system based on multi-objective optimization for predicting short-term electricity load

Yanru Song, Yi Yang, Zhaoshuang He, Caihong Li, Lian Li
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 11, 066101 (2019)
https://doi.org/10.1063/1.5109213
Published: November 2019
View article titled, A hybrid forecasting system based on multi-objective optimization for predicting short-term electricity load
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Journal Articles

A comprehensive dataset for the accelerated development and benchmarking of solar forecasting methods

Hugo T. C. Pedro, David P. Larson, Carlos F. M. Coimbra
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 11, 036102 (2019)
https://doi.org/10.1063/1.5094494
Published: June 2019
View article titled, A comprehensive dataset for the accelerated development and benchmarking of solar forecasting methods
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Journal Articles

Data article: Distributed PV power data for three cities in Australia

Jamie M. Bright, Sven Killinger, Nicholas A. Engerer
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 11, 035504 (2019)
https://doi.org/10.1063/1.5094059
Published: May 2019
View article titled, Data article: Distributed PV power data for three cities in Australia
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Includes: Supplementary data
Journal Articles

Elman neural network based short-term photovoltaic power forecasting using association rules and kernel principal component analysis

Chunxia Dou, Hang Qi, Wei Luo, Yamin Zhang
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 10, 043501 (2018)
https://doi.org/10.1063/1.5022393
Published: July 2018
View article titled, Elman neural network based short-term photovoltaic power forecasting using association rules and kernel principal component analysis
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Journal Articles

Case of study: Photovoltaic faults recognition method based on data mining techniques

Lucia Serrano-Luján, Jose Manuel Cadenas, Juan Faxas-Guzmán, Antonio Urbina
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 8, 043506 (2016)
https://doi.org/10.1063/1.4960410
Published: August 2016
View article titled, Case of study: Photovoltaic faults recognition method based on data mining techniques
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Journal Articles

A multi-objective optimization for energy management in a renewable micro-grid system: A data mining approach

Mehdi Parvizimosaed, Farid Farmani, Ashkan Rahimi-Kian, Hassan Monsef
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 6, 023127 (2014)
https://doi.org/10.1063/1.4873997
Published: April 2014
View article titled, A multi-objective optimization for energy management in a renewable micro-grid system: A data mining approach
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Journal Articles

A new comprehensive model to simulate the restructured power market for seasonal price signals by considering on the wind resources

M. T. Askari, M. Z. A. Ab Kadir, H. Hizam, J. Jasni
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 6, 023104 (2014)
https://doi.org/10.1063/1.4869141
Published: March 2014
View article titled, A new comprehensive model to simulate the restructured power market for seasonal price signals by considering on the wind resources
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Journal Articles

Development of a thermal and electrical energy management in residential building micro-grid

S. Esmaeili, B. Vahidi, M. Parvizimosaed, F. Brahman
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 6, 013126 (2014)
https://doi.org/10.1063/1.4863863
Published: January 2014
View article titled, Development of a thermal and electrical energy management in residential building micro-grid
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