Ziyuan Zhang

A novel ensemble system for short-term wind speed forecasting based on Two-stage Attention-Based Recurrent Neural Network

Ziyuan Zhang, Jianzhou Wang, Danxiang Wei et al. · Renewable Energy · 2023 · 90 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +6

An improved temporal convolutional network with attention mechanism for photovoltaic generation forecasting

Ziyuan Zhang, Jianzhou Wang, Danxiang Wei et al. · Engineering Applications of Artificial Intelligence · 2023 · 47 citations

Engineering, Solar Power, Energy Forecasting +10

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

Short-term PV power forecasting based on time series expansion and high-order fuzzy cognitive maps

Yurui Xia, Jianzhou Wang, Ziyuan Zhang et al. · Applied Soft Computing · 2023 · 38 citations

Forecasting Methodology, Time Series Expansion, Fuzzy Logic +10

Biosynthesis of α-bisabolene from low-cost renewable feedstocks by peroxisome engineering and systems metabolic engineering of the yeast <i>Yarrowia lipolytica</i>

Baixiang Zhao, Yahui Zhang, Yaping Wang et al. · Green Chemistry · 2023 · 36 citations · Full text

Low-cost Renewable Feedstocks, Engineering, Efficient Synthetic Pathways +16