Author

Jian Yang

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Open access Oct 2026

Short-term photovoltaic power forecasting under complex weather conditions using optimized signal decomposition and attention-based learning

Photovoltaic (PV) power sequences exhibit significant intermittency and strong non-stationarity under complex weather conditions, particularly during rapid cloud movements that intensify short-term fluctuations, posing substantial challenges for short-term forecasting. To address this, this study proposes a hybrid de...

Bai-Tong Wang, Xiao-Hui Zhang, Chi Zhang et al. · Engineering Research Express · 0 citations

#edge computing Open access Oct 2026

GLA-YOLO: A Lightweight Solar Cell Defect Detection Network Based on Spatial-Channel Collaborative Attention

A lightweight spatial enhancement detection model, namely GLA-YOLO, based on YOLOv5s, GhostConv and C3Ghost are introduced to reduce computational complexity and parameter scale and to handle the small size, complex morphology and background interference of photovoltaic defects.

Hui-Jie Jia, Xiao-Hui Zhang, Hong-Biao Ma et al. · Engineering Research Express · 0 citations