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Lilin Cheng

Short-term global horizontal irradiance forecasting based on a hybrid CNN-LSTM model with spatiotemporal correlations
2020 · Haixiang Zang, Ling Liu, et al. · Renewable Energy · 402
Day-ahead photovoltaic power forecasting approach based on deep convolutional neural networks and meta learning
2019 · Haixiang Zang, Lilin Cheng, et al. · International Journal of Electrical Power & Energy Systems · 284
Hybrid method for short‐term photovoltaic power forecasting based on deep convolutional neural network
2018 · Haixiang Zang, Lilin Cheng, et al. · IET Generation Transmission & Distribution · 252
Residential load forecasting based on LSTM fusing self-attention mechanism with pooling
2021 · Haixiang Zang, Ruiqi Xu, et al. · Energy · 231
A Transformer-based multimodal-learning framework using sky images for ultra-short-term solar irradiance forecasting
2023 · Jingxuan Liu, Haixiang Zang, et al. · Applied Energy · 196
Application of functional deep belief network for estimating daily global solar radiation: A case study in China
2019 · Haixiang Zang, Lilin Cheng, et al. · Energy · 131
Multi-Meteorological-Factor-Based Graph Modeling for Photovoltaic Power Forecasting
2021 · Lilin Cheng, Haixiang Zang, et al. · IEEE Transactions on Sustainable Energy · 107
Ensemble Recurrent Neural Network Based Probabilistic Wind Speed Forecasting Approach
2018 · Lilin Cheng, Haixiang Zang, et al. · Energies · 92
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Short-term Solar Power Prediction Learning Directly from Satellite Images With Regions of Interest
2021 · Lilin Cheng, Haixiang Zang, et al. · IEEE Transactions on Sustainable Energy · 89
Probabilistic Residential Load Forecasting Based on Micrometeorological Data and Customer Consumption Pattern
2021 · Lilin Cheng, Haixiang Zang, et al. · IEEE Transactions on Power Systems · 85
Estimation and validation of daily global solar radiation by day of the year-based models for different climates in China
2018 · Haixiang Zang, Lilin Cheng, et al. · Renewable Energy · 71
Improving ultra-short-term photovoltaic power forecasting using a novel sky-image-based framework considering spatial-temporal feature interaction
2024 · Haixiang Zang, Dianhao Chen, et al. · Energy · 68
Solar Power Prediction Based on Satellite Measurements – A Graphical Learning Method for Tracking Cloud Motion
2021 · Lilin Cheng, Haixiang Zang, et al. · IEEE Transactions on Power Systems · 68
Augmented Convolutional Network for Wind Power Prediction: A New Recurrent Architecture Design With Spatial-Temporal Image Inputs
2021 · Lilin Cheng, Haixiang Zang, et al. · IEEE Transactions on Industrial Informatics · 59
Super‐resolution of brain tumor MRI images based on deep learning
2022 · Zhiyi Zhou, Anbang Ma, et al. · Journal of Applied Clinical Medical Physics · 48
Mitigating the Impact of Photovoltaic Power Ramps on Intraday Economic Dispatch Using Reinforcement Forecasting
2023 · Lilin Cheng, Haixiang Zang, et al. · IEEE Transactions on Sustainable Energy · 44
Sky-Image-Derived Deep Decomposition for Ultra-Short-Term Photovoltaic Power Forecasting
2023 · Jingxuan Liu, Haixiang Zang, et al. · IEEE Transactions on Sustainable Energy · 43
A Principle-Constrained Wind Field Image Generation Framework for Short-Term Wind Power Forecasting
2024 · Jingxuan Liu, Haixiang Zang, et al. · IEEE Transactions on Power Systems · 42
Multi-site solar irradiance forecasting based on adaptive spatiotemporal graph convolutional network
2023 · Haixiang Zang, Yue Zhang, et al. · Expert Systems with Applications · 41
Evaluation of opaque deep-learning solar power forecast models towards power-grid applications
2022 · Lilin Cheng, Haixiang Zang, et al. · Renewable Energy · 41
Secure Multi-Party Household Load Scheduling Framework for Real-Time Demand-Side Management
2022 · Lilin Cheng, Haixiang Zang, et al. · IEEE Transactions on Sustainable Energy · 40
The LGMN pseudogene promotes tumor progression by acting as a miR-495-3p sponge in glioblastoma
2020 · Keman Liao, Zhongrun Qian, et al. · Cancer Letters · 37
Dielectric property and energy storage performance enhancement for iron niobium based tungsten bronze ceramic
2022 · Wenbin Feng, Lilin Cheng, et al. · RSC Advances · 36
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Prediction of Non-Stationary Multi-Head Cloud Motion Vectors for Intra-Hourly Satellite-Derived Solar Power Forecasting
2023 · Lilin Cheng, Haixiang Zang, et al. · IEEE Transactions on Power Systems · 33
Harvesting spatiotemporal correlation from sky image sequence to improve ultra-short-term solar irradiance forecasting
2023 · Jingxuan Liu, Haixiang Zang, et al. · Renewable Energy · 29
Works count: 50
Citation count: 2,757
H-index: 26
I10-index: 33
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