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 · 386 citations

Natural Sciences, Earth Sciences, Meteorology +15

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 · 266 citations

Computing, Meteorology, Forecasting +15

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 · 243 citations

Computing, Computer Science, Data Science +16

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

Haixiang Zang, Ruiqi Xu, Lilin Cheng et al. · Energy · 2021 · 227 citations

Computing, Data Science, Forecasting +13

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 · 146 citations · Full text

Natural Sciences, Astronomy, Meteorology +13