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Journal Articles

Ultra-short-term wind power forecasting method based on multi-variable joint extraction of spatial-temporal features

Zhengling Lei, Caiyan Wang, Tao Liu, Fang Wang, Jingxiang Xu, Guoquan Yao
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 043311 (2024)
https://doi.org/10.1063/5.0212699
Published: August 2024
View article titled, Ultra-short-term wind power forecasting method based on multi-variable joint extraction of spatial-temporal features
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Journal Articles

Effect of PV power forecast error on the frequency of a standalone microgrid system

Priya Gupta, Rhythm Singh
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 046101 (2024)
https://doi.org/10.1063/5.0209826
Published: July 2024
View article titled, Effect of PV power forecast error on the frequency of a standalone microgrid system
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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

Robust day-ahead solar forecasting with endogenous data and sliding windows

Yiannis Kamarianakis, Yannis Pantazis, Evangelia Kalligiannaki, Theodoros D. Katsaounis, Konstantinos Kotsovos, Issam Gereige, Marwan Abdullah, Aqil Jamal, Athanasios Tzavaras
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 026103 (2024)
https://doi.org/10.1063/5.0190493
Published: April 2024
View article titled, Robust day-ahead solar forecasting with endogenous data and sliding windows
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Journal Articles

Potential root mean square error skill score

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Martin János Mayer, Dazhi Yang
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 016501 (2024)
https://doi.org/10.1063/5.0187044
Published: February 2024
View article titled, Potential root mean square error skill score
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Journal Articles

An adaptive ensemble framework using multi-source data for day-ahead photovoltaic power forecasting

Kai Wang, Weijing Dou, Shuo Shan, Haikun Wei, Kanjian Zhang
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 013502 (2024)
https://doi.org/10.1063/5.0167340
Published: February 2024
View article titled, An adaptive ensemble framework using multi-source data for day-ahead photovoltaic power forecasting
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Includes: Supplementary data
Journal Articles

Integrating spatio-positional series attention to deep network for multi-turbine short-term wind power prediction

Qianyue Wang, Gangquan Si, Kai Qu, Zihan Shan, Jiahui Gong, Chen Yang
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 016102 (2024)
https://doi.org/10.1063/5.0187227
Published: February 2024
View article titled, Integrating spatio-positional series attention to deep network for multi-turbine short-term wind power prediction
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Journal Articles

Enhancing short-term wind power forecasting accuracy for reliable and safe integration into power systems: A gray relational analysis and optimized support vector regression machine approach

Yuwei Liu, Lingling Li, Jiaqi Liu
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 013311 (2024)
https://doi.org/10.1063/5.0181395
Published: January 2024
View article titled, Enhancing short-term wind power forecasting accuracy for reliable and safe integration into power systems: A gray relational analysis and optimized support vector regression machine approach
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Journal Articles

Short-term multi-step forecasting of rooftop solar power generation using a combined data decomposition and deep learning model of EEMD-GRU

Nam Nguyen Vu Nhat, Duc Nguyen Huu, Thu Thi Hoai Nguyen
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 16, 016101 (2024)
https://doi.org/10.1063/5.0176951
Published: January 2024
View article titled, Short-term multi-step forecasting of rooftop solar power generation using a combined data decomposition and deep learning model of EEMD-GRU
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Journal Articles

Accuracy assessment of satellite-based and reanalysis solar irradiance data for solar PV output forecasting using SARIMAX

Jessa A. Ibañez, Ian B. Benitez, Jayson M. Cañete, Joselito C. Magadia, Jeark A. Principe
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 066101 (2023)
https://doi.org/10.1063/5.0160488
Published: December 2023
View article titled, Accuracy assessment of satellite-based and reanalysis solar irradiance data for solar PV output forecasting using SARIMAX
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Journal Articles

Wind power forecasting based on SCINet, reversible instance normalization, and knowledge distillation

Mingju Gong, Wenxiang Li, Changcheng Yan, Yan Liu, Sheng Li, Zhixuan Zhao, Wei Xu
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 053306 (2023)
https://doi.org/10.1063/5.0166061
Published: October 2023
View article titled, Wind power forecasting based on SCINet, reversible instance normalization, and knowledge distillation
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Journal Articles

A novel data gaps filling method for solar PV output forecasting

Ian B. Benitez, Jessa A. Ibañez, Cenon D. Lumabad, III, Jayson M. Cañete, Francisco N. De los Reyes, Jeark A. Principe
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 046102 (2023)
https://doi.org/10.1063/5.0157570
Published: August 2023
View article titled, A novel data gaps filling method for solar PV output forecasting
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Journal Articles

Optimization tool for operating isolated diesel-photovoltaic-battery hybrid power systems using day-ahead power forecasts

Editor’s Pick
Marcelo Pinho Almeida, Alex Renan Arrifano Manito, Gilberto Figueiredo Pinto Filho, Roberto Zilles
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 046301 (2023)
https://doi.org/10.1063/5.0156371
Published: July 2023
View article titled, Optimization tool for operating isolated diesel-photovoltaic-battery hybrid power systems using day-ahead power forecasts
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Journal Articles

A multi-timescale optimal operation strategy for an integrated energy system considering integrated demand response and equipment response time

Fugui Dong, Zihang Meng, Laihao Chi, Xiaofeng Wang
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 045501 (2023)
https://doi.org/10.1063/5.0159626
Published: July 2023
View article titled, A multi-timescale optimal operation strategy for an integrated energy system considering integrated demand response and equipment response time
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Journal Articles

Multi-timescale scheduling strategy for multi-microgrids with accelerated alternating direction method of multipliers and stochastic model predictive control

Zhen-Long Li, Peng Li, Zhi-Peng Yuan, Jing Xia
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 035501 (2023)
https://doi.org/10.1063/5.0147536
Published: May 2023
View article titled, Multi-timescale scheduling strategy for multi-microgrids with accelerated alternating direction method of multipliers and stochastic model predictive control
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Journal Articles

An adaptive spatiotemporal fusion graph neural network for short-term power forecasting of multiple wind farms

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Dan Li, Fan Yang, Shuwei Miao, Yuelin Gan, Baohua Yang, Yuanhang Zhang
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 013310 (2023)
https://doi.org/10.1063/5.0132544
Published: February 2023
View article titled, An adaptive spatiotemporal fusion graph neural network for short-term power forecasting of multiple wind farms
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Journal Articles

Contribution of meteorological factors based on explainable artificial intelligence in predicting wind farm power production using machine learning algorithms

Dae-Young Kim, Bum-Suk Kim
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 013307 (2023)
https://doi.org/10.1063/5.0127519
Published: February 2023
View article titled, Contribution of meteorological factors based on explainable artificial intelligence in predicting wind farm power production using machine learning algorithms
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Journal Articles

Short-term wind power prediction based on the combination of numerical weather forecast and time series

Liang Zeng, Xin Lan, Shanshan Wang
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 15, 013303 (2023)
https://doi.org/10.1063/5.0123759
Published: February 2023
View article titled, Short-term wind power prediction based on the combination of numerical weather forecast and time series
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Journal Articles

Dynamic just-in-time learning based model predictive control for variable pitch wind energy conversion system

Wei Yang, Li Jia, Chengyu Zhou, Yue Xu
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 14, 063306 (2022)
https://doi.org/10.1063/5.0121787
Published: December 2022
View article titled, Dynamic just-in-time learning based model predictive control for variable pitch wind energy conversion system
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Journal Articles

Research on net carbon emissions, influencing factor analysis, and model construction based on a neural network model in the BTH region

Feng Ren, Mengyuan Guo
Journal: Journal of Renewable and Sustainable Energy
J. Renewable Sustainable Energy 14, 066101 (2022)
https://doi.org/10.1063/5.0099474
Published: November 2022
View article titled, Research on net carbon emissions, influencing factor analysis, and model construction based on a neural network model in the BTH region
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