Author

Yifeng Ma

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Open access 2026

Research on Ultra-Short-Term Photovoltaic Power Forecasting Method Based on Decision-Level Multimodal Fusion

: To address the problems of limited prediction accuracy of photovoltaic (PV) power forecasting under complex meteorological conditions when using a single data source or a single model, an ultra-short-term PV power forecasting method based on decision-level multimodal fusion is proposed. This method constructs two par...

Yong-Kun Xie, Shi-Dong Feng, Wen-Zheng Yu et al. · Energy Engineering · 0 citations

Open access 2026

Research on Photovoltaic Power Forecasting Based on Ground-Based Cloud Images

: To address the challenges of photovoltaic (PV) power forecasting, this study proposes an improved forecasting model that aims to enhance prediction accuracy and cope with the uncertainty of the climate system. The core of the model consists of three parts: (1) A Convolutional Neural Network-Long Short-Term Memory (CN...

Yong-Kun Xie, Shi-Dong Feng, Wen-Zheng Yu et al. · Energy Engineering · 0 citations

Preprint Jul 2026

Aura: Consistent Multi-Subject Video Generation via VLM-Grounded Semantic Alignment

A Aura, a unified framework for high-fidelity and identity-consistent video generation, and introduces AI director-level captions that provide dense and structured descriptions of video content to better capture scene dynamics and subject interactions.

Zixiang Zhou, Zhentao Yu, Yifeng Ma et al. · 0 citations