Lilin Cheng

Short-term global horizontal irradiance forecasting based on a hybrid CNN-LSTM model with spatiotemporal correlations

Haixiang Zang, Ling Liu, Li Sun et al. · Renewable Energy · 2020 · 371 citations

Hybrid Cnn-lstm Model, Spatiotemporal Correlations, Engineering +5

Day-ahead photovoltaic power forecasting approach based on deep convolutional neural networks and meta learning

Haixiang Zang, Lilin Cheng, Tao Ding et al. · International Journal of Electrical Power & Energy Systems · 2019 · 260 citations

Electrical Engineering, Engineering, Data Science +11

Hybrid method for short‐term photovoltaic power forecasting based on deep convolutional neural network

Haixiang Zang, Lilin Cheng, Tao Ding et al. · IET Generation Transmission & Distribution · 2018 · 237 citations

Residential load forecasting based on LSTM fusing self-attention mechanism with pooling

Haixiang Zang, Ruiqi Xu, Lilin Cheng et al. · Energy · 2021 · 218 citations

Forecasting Methodology, Cognitive Science, Self-attention Mechanism +12

A Transformer-based multimodal-learning framework using sky images for ultra-short-term solar irradiance forecasting

Jingxuan Liu, Haixiang Zang, Lilin Cheng et al. · Applied Energy · 2023 · 128 citations · Full text