Multifactor interpretability method for offshore wind power output prediction based on TPE-CatBoost-SHAP

Computers & Electrical Engineering, Journal Year: 2025, Volume and Issue: 123, P. 110081 - 110081

Published: Jan. 20, 2025

Language: Английский

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Ultra-short-term wind power prediction based on hybrid denoising with improved CEEMD decomposition

Renewable Energy, Journal Year: 2025, Volume and Issue: 251, P. 123352 - 123352

Published: May 8, 2025

Language: Английский

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Optimal Bidding Strategies for Wind-Thermal Power Generation Rights Trading: A Game-Theoretic Approach Integrating Carbon Trading and Green Certificate Trading

Sustainability, Journal Year: 2024, Volume and Issue: 16(16), P. 6739 - 6739

Published: Aug. 6, 2024

In response to the challenges of low wind power consumption and high pollution emissions from thermal power, implementation wind-thermal generation rights trading is a proactive attempt reduce curtailment promote its consumption. This study first regards alternating bidding process between two parties as dynamic game, using Rubinstein bargaining game model determine incremental profit allocation optimal for both in trading. Secondly, an energy conservation emission reduction constructed analyze benefits perspectives standard coal saving carbon caused by Finally, combined revenue established final involved The results show that rights, incorporating green certificate trading, can effectively savings units industry. Moreover, it significantly increases parties, stimulating enthusiasm generators participating ultimately promoting

Language: Английский

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Short-Term Wind Power Prediction Based on KNN-BiGRU

Published: Dec. 13, 2024

Language: Английский

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