Xianzhong Duan

Learning Temporal and Spatial Correlations Jointly: A Unified Framework for Wind Speed Prediction

Qiaomu Zhu, Jinfu Chen, Dongyuan Shi et al. · IEEE Transactions on Sustainable Energy · 2019 · 207 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Engineering +21

Wind Speed Prediction with Spatio–Temporal Correlation: A Deep Learning Approach

Qiaomu Zhu, Jinfu Chen, Lin Zhu et al. · Energies · 2018 · 135 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Power flow study and voltage stability analysis for distribution systems with distributed generation

Haiyan Chen, Jinfu Chen, Dongyuan Shi et al. · 2006 IEEE Power Engineering Society General Meeting · 2006 · 127 citations

Electrical Engineering, Voltage Instability Phenomena, Voltage Stability Level +14

Multi-strategy ensemble biogeography-based optimization for economic dispatch problems

Guojiang Xiong, Dongyuan Shi, Xianzhong Duan · Applied Energy · 2013 · 116 citations

Engineering, Energy Management, Intelligent Optimization +5

Distributed Framework for Detecting PMU Data Manipulation Attacks With Deep Autoencoders

Jingyu Wang, Dongyuan Shi, Yinhong Li et al. · IEEE Transactions on Smart Grid · 2018 · 116 citations

Anomaly Detection, Machine Learning, Engineering +17