Yunbo Niu

De-Trend First, Attend Next: A Mid-Term PV forecasting system with attention mechanism and encoder–decoder structure

Yunbo Niu, Jianzhou Wang, Ziyuan Zhang et al. · Applied Energy · 2023 · 43 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +9

Solar-Mixer: An Efficient End-to-End Model for Long-Sequence Photovoltaic Power Generation Time Series Forecasting

Ziyuan Zhang, Jianzhou Wang, Yurui Xia et al. · IEEE Transactions on Sustainable Energy · 2023 · 32 citations

Engineering, Machine Learning, Energy Conversion +22

A combined interval prediction system based on fuzzy strategy and neural network for wind speed

Yunbo Niu, Jianzhou Wang, Ziyuan Zhang et al. · Applied Soft Computing · 2024 · 22 citations

Fuzzy Strategy, Fuzzy Logic, Engineering +10

A point-interval wind speed forecasting system based on fuzzy theory and neural networks architecture searching strategy

Jingjiang Liu, Jianzhou Wang, Yunbo Niu et al. · Engineering Applications of Artificial Intelligence · 2024 · 17 citations

Fuzzy Logic, Engineering, Fuzzy Modeling +10

Amplify seasonality, prioritize meteorological: Strengthening seasonal correlation in photovoltaic forecasting with dual-layer hierarchical attention

Yunbo Niu, Jianzhou Wang, Ziyuan Zhang et al. · Applied Energy · 2025 · 11 citations