Integrating Exogenous Variables Into Cross-Attention Transformers for Robust 15-Minute-Ahead Solar Power Prediction

This research introduces a Transformer-based forecasting framework based on TimeXer, which has been developed to forecast solar energy production over brief intervals of 15 minutes. The primary objective of this study is to enhance both the precision and efficacy of solar power prediction through th...

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書誌詳細

主要な著者:	Thanh-Trung Nguyen, Ngoc-Trung Nguyen, Manh-Hai Pham, Minh-Phap Vu
フォーマット:	Artigo
言語:	Inglês
出版事項:	IEEE 2026-01-01
シリーズ:	IEEE Access
主題:	Photovoltaic power forecasting TimeXer transformer exogenous variables 15-minute forecasting
オンライン･アクセス:	https://ieeexplore.ieee.org/document/11488040/
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