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Journal Articles

An efficient hybrid ladybug beetle and heterogeneous context-aware graph convolutional network for optimizing energy management in fuel cell hybrid electric vehicle

P. Chinnaraj, Soudamini Behera, M. Karthik, Jyoti Prasad Patra

J. Renewable Sustainable Energy 17, 035101 (2025)

https://doi.org/10.1063/5.0245308

Published: May 2025

View articletitled, An efficient hybrid ladybug beetle and heterogeneous context-aware graph convolutional network for optimizing energy management in fuel cell hybrid electric vehicle

Journal Articles

A novel hybrid approach for hourly wind speed forecasting based on variational mode decomposition, data feature reconstruction, and machine learning

Shunyu Zhao, Yelin Wang, Jianwei Deng, Zhi Chen, Ping Yang, Youjie Li

J. Renewable Sustainable Energy 17, 033301 (2025)

https://doi.org/10.1063/5.0246082

Published: May 2025

View articletitled, A novel hybrid approach for hourly wind speed forecasting based on variational mode decomposition, data feature reconstruction, and machine learning

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

Energy management in alternating current microgrids with renewable energy sources integration using giant trevally optimizer-self-adaptive physics-informed neural networks

Sakthivel Aruchamy, Muthukumar Kandasamy, Sureshkumar Kumaravel, Ramesh Senniyappan, U. Arun Kumar, Nirmala Muthusamy

J. Renewable Sustainable Energy 17, 024105 (2025)

https://doi.org/10.1063/5.0249419

Published: April 2025

View articletitled, Energy management in alternating current microgrids with renewable energy sources integration using giant trevally optimizer-self-adaptive physics-informed neural networks

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

Utilizing the new Kolmogorov-Arnold network for short-term electric load forecasting

Muhammad Abbas, Yanbo Che, Ahsan Zafar

J. Renewable Sustainable Energy 17, 025501 (2025)

https://doi.org/10.1063/5.0253629

Published: April 2025

View articletitled, Utilizing the new Kolmogorov-Arnold network for short-term electric load forecasting

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

An improved hybrid neural network algorithm for predicting photovoltaic output power: Considering the seasonal output characteristics of solar energy

Mengyao Chao, Junqi Yu, Wenqiang Cao, Meng Wang, Meng Zhou

J. Renewable Sustainable Energy 17, 026101 (2025)

https://doi.org/10.1063/5.0237673

Published: March 2025

View articletitled, An improved hybrid neural network algorithm for predicting photovoltaic output power: Considering the seasonal output characteristics of solar energy

Journal Articles

Ultra-short-term prediction of solar irradiance with multiple exogenous variables by fusion of ground-based sky images

Xiaopeng Sun, Wenjie Zhang, Mifeng Ren, Zhujun Zhu, Gaowei Yan

J. Renewable Sustainable Energy 17, 023501 (2025)

https://doi.org/10.1063/5.0249194

Published: March 2025

View articletitled, Ultra-short-term prediction of solar irradiance with multiple exogenous variables by fusion of ground-based sky images

Journal Articles

Forecasting and managing urban EV charging demand with spatiotemporal graph models

Zeli Xi, Guowei Guo, Xinsen Yang, Jian Sun, Xuntao Shi, Xiaobing Xiao

J. Renewable Sustainable Energy 17, 015502 (2025)

https://doi.org/10.1063/5.0244546

Published: January 2025

View articletitled, Forecasting and managing urban EV charging demand with spatiotemporal graph models

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

Entropy-driven deep reinforcement learning for HVAC system optimization

Chen Zhang, Zhi Tan

J. Renewable Sustainable Energy 17, 015101 (2025)

https://doi.org/10.1063/5.0238799

Published: January 2025

View articletitled, Entropy-driven deep reinforcement learning for HVAC system optimization

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

Model-free dynamic estimation of fore-aft and side-to-side wind turbine tower deflections

Marcos David Saavedra, Fernando A. Inthamoussou, Fabricio Garelli

J. Renewable Sustainable Energy 16, 063308 (2024)

https://doi.org/10.1063/5.0216741

Published: December 2024

View articletitled, Model-free dynamic estimation of fore-aft and side-to-side wind turbine tower deflections

Journal Articles

Enhancing short-term power forecasting of PV clusters: A statistical upscaling and CBAM-BiLSTM approach

Jing Ouyang, Zongxu Zuo, Qin Wang, Qiaoning Duan, Long Qin

J. Renewable Sustainable Energy 16, 063502 (2024)

https://doi.org/10.1063/5.0216421

Published: December 2024

View articletitled, Enhancing short-term power forecasting of PV clusters: A statistical upscaling and CBAM-BiLSTM approach

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

Medium-term wind power prediction based on LSTM classification aided Pelt-Neuralprophet HHO-SVM

Kaining Jia, Jing Xia, Chengyu Sun, Peng Li

J. Renewable Sustainable Energy 16, 056101 (2024)

https://doi.org/10.1063/5.0198183

Published: October 2024

View articletitled, Medium-term wind power prediction based on LSTM classification aided Pelt-Neuralprophet HHO-SVM

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

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An efficient hybrid ladybug beetle and heterogeneous context-aware graph convolutional network for optimizing energy management in fuel cell hybrid electric vehicle

A novel hybrid approach for hourly wind speed forecasting based on variational mode decomposition, data feature reconstruction, and machine learning

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

Energy management in alternating current microgrids with renewable energy sources integration using giant trevally optimizer-self-adaptive physics-informed neural networks

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

Utilizing the new Kolmogorov-Arnold network for short-term electric load forecasting

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

An improved hybrid neural network algorithm for predicting photovoltaic output power: Considering the seasonal output characteristics of solar energy

Ultra-short-term prediction of solar irradiance with multiple exogenous variables by fusion of ground-based sky images

Forecasting and managing urban EV charging demand with spatiotemporal graph models

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

Entropy-driven deep reinforcement learning for HVAC system optimization

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

Model-free dynamic estimation of fore-aft and side-to-side wind turbine tower deflections

Enhancing short-term power forecasting of PV clusters: A statistical upscaling and CBAM-BiLSTM approach

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

Medium-term wind power prediction based on LSTM classification aided Pelt-Neuralprophet HHO-SVM

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

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