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Journal Articles

Transmission tower line fault prediction and analysis based on deep neural network

Shijun Wang, Yunfei Tian, Jing Yang, Hailong Zhang, Zhong Zhang

J. Renewable Sustainable Energy 17, 035506 (2025)

https://doi.org/10.1063/5.0254523

Published: June 2025

View articletitled, Transmission tower line fault prediction and analysis based on deep neural network

Journal Articles

FACTF-WMTimesNet: Short-term wind power forecasting based on signal reconstruction and 2D multi-scale feature extraction

Xinwei Li, Ruilong Yu, Xiuchun Wang

J. Renewable Sustainable Energy 17, 033306 (2025)

https://doi.org/10.1063/5.0254859

Published: June 2025

View articletitled, FACTF-WMTimesNet: Short-term wind power forecasting based on signal reconstruction and 2D multi-scale feature extraction

Journal Articles

A dual-approach machine learning and deep learning framework for enhanced fault detection in photovoltaic systems: Incorporating SDM parameter analysis and thermal imaging

Amina Namoune, Abla Chaker, Izzeddine Saouane

J. Renewable Sustainable Energy 17, 033502 (2025)

https://doi.org/10.1063/5.0264116

Published: June 2025

View articletitled, A dual-approach machine learning and deep learning framework for enhanced fault detection in photovoltaic systems: Incorporating SDM parameter analysis and thermal imaging

Journal Articles

A spatiotemporal fusion network based on Mamba and GCN for wind power forecasting

Yule Yan, Yajuan Zhang, Jiahai Jiang, Ping Zhang

J. Renewable Sustainable Energy 17, 036103 (2025)

https://doi.org/10.1063/5.0253497

Published: June 2025

View articletitled, A spatiotemporal fusion network based on Mamba and GCN for wind power forecasting

Journal Articles

Data-driven topology identification and line parameter estimation for distribution network: A two-stage approach

Zhe Cheng, Haoxuan Chen, Tian Mao, Baorong Zhou, Wenmeng Zhao, Tao Wang, Yinliang Xu

J. Renewable Sustainable Energy 17, 035502 (2025)

https://doi.org/10.1063/5.0267179

Published: May 2025

View articletitled, Data-driven topology identification and line parameter estimation for distribution network: A two-stage approach

Journal Articles

Short-term wind power prediction with a new PCC-GWO-VMD and BiGRU hybrid model enhanced by attention mechanism

Xiaoyu Zhang, Xizhong Qin, Jiwei Qin, Ben Wang, Yubo Yuan

J. Renewable Sustainable Energy 17, 036101 (2025)

https://doi.org/10.1063/5.0238202

Published: May 2025

View articletitled, Short-term wind power prediction with a new PCC-GWO-VMD and BiGRU hybrid model enhanced by attention mechanism

Journal Articles

Advanced transmission line fault protection including the voltage sag

Muhamed Al-Sultan, İsa Avci

J. Renewable Sustainable Energy 17, 025502 (2025)

https://doi.org/10.1063/5.0246904

Published: April 2025

View articletitled, Advanced transmission line fault protection including the voltage sag

Journal Articles

Deep reinforcement learning framework for adaptive power control in grid-forming inverters: A multi-objective optimization approach

Mrinal Kanti Rajak, Rajen Pudur

J. Renewable Sustainable Energy 17, 026301 (2025)

https://doi.org/10.1063/5.0249385

Published: April 2025

View articletitled, Deep reinforcement learning framework for adaptive power control in grid-forming inverters: A multi-objective optimization approach

Journal Articles

Short-term dynamic interval prediction of photovoltaic power based on power ramp clustering

Jing Ouyang, Qiaoning Duan, Long qin, Benben Zhang, Wenyu Bai

J. Renewable Sustainable Energy 17, 023503 (2025)

https://doi.org/10.1063/5.0257598

Published: April 2025

View articletitled, Short-term dynamic interval prediction of photovoltaic power based on power ramp clustering

Journal Articles

Enhanced photovoltaic power prediction for dust weather: Integrating satellite cloud imagery, PM10 concentration, and numerical weather prediction

Meining Jiao, Weiye Song, Shuang Han, Yongqian Liu, Jie Yan, Chang Ge

J. Renewable Sustainable Energy 17, 023502 (2025)

https://doi.org/10.1063/5.0249579

Published: April 2025

View articletitled, Enhanced photovoltaic power prediction for dust weather: Integrating satellite cloud imagery, PM10 concentration, and numerical weather prediction

Journal Articles

A novel hybrid spatiotemporal prediction algorithm of solar radiation based on topology and deep learning models

Mengge Wu, Guixiang Xue, Jiancai Song, Shixu Zuo, Ruomeng Li, Guowei Ma

J. Renewable Sustainable Energy 17, 016103 (2025)

https://doi.org/10.1063/5.0236144

Published: February 2025

View articletitled, A novel hybrid spatiotemporal prediction algorithm of solar radiation based on topology and deep learning models

Journal Articles

An improved feature aggregation network for photovoltaic cell defect detection

Chunru Dong, Linlin Chen, Yuchen Liu, Qiang Hua, Yong Zhang, Feng Zhang

J. Renewable Sustainable Energy 17, 013503 (2025)

https://doi.org/10.1063/5.0249845

Published: February 2025

View articletitled, An improved feature aggregation network for photovoltaic cell defect detection

Journal Articles

A novel spatiotemporal fusion wind speed prediction method under wind farm control center: BiTCN–transformer–cross-attention

Wanyi Yang, Tao Liang, Dabin Mi, Jianxin Tan, Yanwei Jing, Liangnian Lv

J. Renewable Sustainable Energy 17, 016101 (2025)

https://doi.org/10.1063/5.0234209

Published: January 2025

View articletitled, A novel spatiotemporal fusion wind speed prediction method under wind farm control center: BiTCN–transformer–cross-attention

Journal Articles

SGRR: A two-stage method for removing raindrops from ground-based sky maps

Yingchao Zhang, Yanchao Zhang, Yinan Wang, Xiaoling Ye, Xiong Xiong, Shimiao Dong, Jiajun Chen

J. Renewable Sustainable Energy 16, 063705 (2024)

https://doi.org/10.1063/5.0244467

Published: December 2024

View articletitled, SGRR: A two-stage method for removing raindrops from ground-based sky maps

Journal Articles

Diversifying training data does not improve generalizability of neural network models for PV identification

Joseph Ranalli, Matthias Zech, Hendrik-Pieter Tetens

J. Renewable Sustainable Energy 16, 063703 (2024)

https://doi.org/10.1063/5.0220983

Published: December 2024

View articletitled, Diversifying training data does not improve generalizability of neural network models for PV identification

Journal Articles

High-noise solar panel defect identification method based on the improved EfficientNet-V2

Xiyun Yang, Yinkai Li, Lei Yang, Yanfeng Zhang, Xinzhe Wang, Qiao Zhang

J. Renewable Sustainable Energy 16, 053704 (2024)

https://doi.org/10.1063/5.0222316

Published: October 2024

View articletitled, High-noise solar panel defect identification method based on the improved EfficientNet-V2

Journal Articles

A lightweight joint metric detection approach on YOLO for hot spots in photovoltaic modules

Daolei Wang, Peng Yan, Congrong Yao, Beicheng Xiao, Wenbin Zhao, Rui Zhu

J. Renewable Sustainable Energy 16, 053503 (2024)

https://doi.org/10.1063/5.0232136

Published: October 2024

View articletitled, A lightweight joint metric detection approach on YOLO for hot spots in photovoltaic modules

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

J. Renewable Sustainable Energy 16, 043311 (2024)

https://doi.org/10.1063/5.0212699

Published: August 2024

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

Journal Articles

An analytical modeling study on yaw-based wake redirection control for large-scale offshore wind farm annual energy power improvement

Junyao Tan, Qiang Wang, Kun Luo, Jianren Fan

J. Renewable Sustainable Energy 16, 043307 (2024)

https://doi.org/10.1063/5.0207111

Published: August 2024

View articletitled, An analytical modeling study on yaw-based wake redirection control for large-scale offshore wind farm annual energy power improvement

Journal Articles

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

Shaomei Yang, Xiangyi Qian

J. Renewable Sustainable Energy 16, 033306 (2024)

https://doi.org/10.1063/5.0205868

Published: June 2024

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

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Transmission tower line fault prediction and analysis based on deep neural network

FACTF-WMTimesNet: Short-term wind power forecasting based on signal reconstruction and 2D multi-scale feature extraction

A dual-approach machine learning and deep learning framework for enhanced fault detection in photovoltaic systems: Incorporating SDM parameter analysis and thermal imaging

A spatiotemporal fusion network based on Mamba and GCN for wind power forecasting

Data-driven topology identification and line parameter estimation for distribution network: A two-stage approach

Short-term wind power prediction with a new PCC-GWO-VMD and BiGRU hybrid model enhanced by attention mechanism

Advanced transmission line fault protection including the voltage sag

Deep reinforcement learning framework for adaptive power control in grid-forming inverters: A multi-objective optimization approach

Short-term dynamic interval prediction of photovoltaic power based on power ramp clustering

Enhanced photovoltaic power prediction for dust weather: Integrating satellite cloud imagery, PM10 concentration, and numerical weather prediction

A novel hybrid spatiotemporal prediction algorithm of solar radiation based on topology and deep learning models

An improved feature aggregation network for photovoltaic cell defect detection

A novel spatiotemporal fusion wind speed prediction method under wind farm control center: BiTCN–transformer–cross-attention

SGRR: A two-stage method for removing raindrops from ground-based sky maps

Diversifying training data does not improve generalizability of neural network models for PV identification

High-noise solar panel defect identification method based on the improved EfficientNet-V2

A lightweight joint metric detection approach on YOLO for hot spots in photovoltaic modules

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

An analytical modeling study on yaw-based wake redirection control for large-scale offshore wind farm annual energy power improvement

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

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