Solar irradiance time series forecasting using auto-regressive and extreme learning methods: Influence of transfer learning and clustering DOI
Milan Despotović, Cyril Voyant, Luis Garcia-Gutierrez

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Applied Energy, Journal Year: 2024, Volume and Issue: 365, P. 123215 - 123215

Published: April 17, 2024

Language: Английский

Improved multistep ahead photovoltaic power prediction model based on LSTM and self-attention with weather forecast data DOI
Zehuan Hu, Yuan Gao, Siyu JI

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Applied Energy, Journal Year: 2024, Volume and Issue: 359, P. 122709 - 122709

Published: Feb. 2, 2024

Language: Английский

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A novel method based on time series ensemble model for hourly photovoltaic power prediction DOI

Zenan Xiao,

Xiaoqiao Huang, Jun Liu

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Energy, Journal Year: 2023, Volume and Issue: 276, P. 127542 - 127542

Published: April 20, 2023

Language: Английский

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Adversarial discriminative domain adaptation for solar radiation prediction: A cross-regional study for zero-label transfer learning in Japan DOI
Yuan Gao, Zehuan Hu, Shanrui Shi

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Applied Energy, Journal Year: 2024, Volume and Issue: 359, P. 122685 - 122685

Published: Jan. 18, 2024

Language: Английский

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Remaining useful life prediction of lithium-ion batteries based on attention mechanism and bidirectional long short-term memory network DOI
Zhen Zhang, Wentao Zhang, Kuo Yang

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Measurement, Journal Year: 2022, Volume and Issue: 204, P. 112093 - 112093

Published: Oct. 21, 2022

Language: Английский

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Wind power forecasting: A hybrid forecasting model and multi-task learning-based framework DOI
Yugui Tang, Kuo Yang, Shujing Zhang

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Energy, Journal Year: 2023, Volume and Issue: 278, P. 127864 - 127864

Published: May 19, 2023

Language: Английский

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Historical PV-output characteristic extraction based weather-type classification strategy and its forecasting method for the day-ahead prediction of PV output DOI
Lingwei Zheng, Ran Su, Xinyu Sun

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Energy, Journal Year: 2023, Volume and Issue: 271, P. 127009 - 127009

Published: Feb. 22, 2023

Language: Английский

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A deep learning approach using attention mechanism and transfer learning for electromyographic hand gesture estimation DOI
Yanyu Wang, Pengfei Zhao, Zhen Zhang

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Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 234, P. 121055 - 121055

Published: July 29, 2023

Language: Английский

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Prediction of Photovoltaic power generation and analyzing of carbon emission reduction capacity in China DOI
Bingchun Liu,

Xiankai Huo

Renewable Energy, Journal Year: 2024, Volume and Issue: 222, P. 119967 - 119967

Published: Jan. 8, 2024

Language: Английский

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Short-term Distributed Photovoltaic Power Prediction Based on Temporal Self-Attention Mechanism and Advanced Signal Decomposition Techniques with Feature Fusion DOI
Huapeng Lin, Liyuan Gao,

Mingtao Cui

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Energy, Journal Year: 2025, Volume and Issue: unknown, P. 134395 - 134395

Published: Jan. 1, 2025

Language: Английский

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Day-ahead photovoltaic power forecasting using hybrid K-Means++ and improved deep neural network DOI

Xiaoyang Lu

Measurement, Journal Year: 2023, Volume and Issue: 220, P. 113208 - 113208

Published: June 20, 2023

Language: Английский

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21