Guoqiang Sun

Overview

Best Publications

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

  Haixiang Zang;Ling Liu;Li Sun;Lilin Cheng

  354
  Citations

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

  Haixiang Zang;Lilin Cheng;Tao Ding;Kwok W. Cheung

  256
  Citations

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

  Haixiang Zang;Lilin Cheng;Tao Ding;Kwok W. Cheung

  234
  Citations

• Direct-Current Predictive Control Strategy for Inhibiting Commutation Failure in HVDC Converter

  Zhinong Wei;Yang Yuan;Xiao Lei;Huawei Wang

  215
  Citations

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

  Haixiang Zang;Ruiqi Xu;Lilin Cheng;Tao Ding

  210
  Citations

• A robust optimization approach for integrated community energy system in energy and ancillary service markets

  Yizhou Zhou;Zhinong Wei;Guoqiang Sun;Kwok W. Cheung

  191
  Citations

• Multi-Linear Probabilistic Energy Flow Analysis of Integrated Electrical and Natural-Gas Systems

  Sheng Chen;Zhinong Wei;Guoqiang Sun;Kwok W. Cheung

  183
  Citations

• Optimal Power and Semi-Dynamic Traffic Flow in Urban Electrified Transportation Networks

  Si Lv;Zhinong Wei;Guoqiang Sun;Sheng Chen

  147
  Citations

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

  Unknown

  145
  Citations

• A Carbon Price Forecasting Model Based on Variational Mode Decomposition and Spiking Neural Networks

  Guoqiang Sun;Tong Chen;Zhinong Wei;Yonghui Sun

  140
  Citations

• Distributionally Robust Unit Commitment in Coordinated Electricity and District Heating Networks

  Yizhou Zhou;Mohammad Shahidehpour;Zhinong Wei;Zhiyi Li

  117
  Citations

• Application of functional deep belief network for estimating daily global solar radiation: A case study in China

  Haixiang Zang;Lilin Cheng;Tao Ding;Kwok W. Cheung

  116
  Citations

• A FAST PARTICLE SWARM OPTIMIZATION

  Zhihua Cui;Jianchao Zeng;Guoji Sun

  105
  Citations

• Convex Hull Based Robust Security Region for Electricity-Gas Integrated Energy Systems

  Sheng Chen;Zhinong Wei;Guoqiang Sun;Wei Wei

  101
  Citations

• Adaptive Robust Day-Ahead Dispatch for Urban Energy Systems

  Sheng Chen;Zhinong Wei;Guoqiang Sun;Kwok W. Cheung

  91
  Citations

• Resilience-oriented planning of integrated electricity and heat systems: A stochastic distributionally robust optimization approach

  Unknown

  84
  Citations

• Multi-period integrated natural gas and electric power system probabilistic optimal power flow incorporating power-to-gas units

  Guoqiang Sun;Shuang Chen;Zhinong Wei;Sheng Chen

  81
  Citations

• Robust H U+221E load frequency control of multi-area power system with time delay: a sliding mode control approach

  Yonghui Sun;Yingxuan Wang;Zhinong Wei;Guoqiang Sun

  81
  Citations

• Multi-Meteorological-Factor-Based Graph Modeling for Photovoltaic Power Forecasting

  Lilin Cheng;Haixiang Zang;Tao Ding;Zhinong Wei

  81
  Citations

• Ensemble Recurrent Neural Network Based Probabilistic Wind Speed Forecasting Approach

  Lilin Cheng;Haixiang Zang;Tao Ding;Rong Sun

  80
  Citations

• Distributionally Robust Co-Optimization of Energy and Reserve for Combined Distribution Networks of Power and District Heating

  Yizhou Zhou;Mohammad Shahidehpour;Zhinong Wei;Zhiyi Li

  69
  Citations

• Short term Solar Photovoltaic Power Prediction Learning Directly from Satellite Images with Regions of Interest

  Lilin Cheng;Haixiang Zang;Zhinong Wei;Tao Ding

  53
  Citations

• Optimal Tilt Angle and Orientation of Photovoltaic Modules Using HS Algorithm in Different Climates of China

  Mian Guo;Haixiang Zang;Shengyu Gao;Tingji Chen

  50
  Citations

• Robust H∞ load frequency control of delayed multi-area power system with stochastic disturbances

  Yonghui Sun;Ning Li;Xuemao Zhao;Zhinong Wei

  47
  Citations

• Identifying Optimal Energy Flow Solvability in Electricity-Gas Integrated Energy Systems

  Sheng Chen;Zhinong Wei;Guoqiang Sun;Kwok W. Cheung

  47
  Citations