Di Shi

Best Publications

• Deep-Reinforcement-Learning-Based Autonomous Voltage Control for Power Grid Operations

  Unknown

  395
  Citations

• A Data-Driven Multi-Agent Autonomous Voltage Control Framework Using Deep Reinforcement Learning

  Unknown

  284
  Citations

• A patch-based convolutional neural network for remote sensing image classification.

  Atharva Sharma;Xiuwen Liu;Xiaojun Yang;Di Shi

  265
  Citations

• Modeling, control, and protection of modular multilevel converter-based multi-terminal HVDC systems: A review

  Lei Zhang;Yuntao Zou;Jicheng Yu;Jiangchao Qin

  225
  Citations

• Reinforcement-Learning-Based Optimal Control of Hybrid Energy Storage Systems in Hybrid AC–DC Microgrids

  Unknown

  168
  Citations

• A Deep Reinforcement Learning-Based Multi-Agent Framework to Enhance Power System Resilience Using Shunt Resources

  Unknown

  119
  Citations

• Transmission line parameter identification using PMU measurements

  Unknown

  110
  Citations

• Optimization of Battery Energy Storage to Improve Power System Oscillation Damping

  Yongli Zhu;Chengxi Liu;Kai Sun;Di Shi

  109
  Citations

• Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning

  Unknown

  106
  Citations

• Identification of short transmission-line parameters from synchrophasor measurements

  Unknown

  103
  Citations

• An Adaptive Method for Detection and Correction of Errors in PMU Measurements

  Unknown

  99
  Citations

• Electric vehicles participation in load frequency control based on mixed H2/H∞

  Unknown

  92
  Citations

• A Data-driven Method for Fast AC Optimal Power Flow Solutions via Deep Reinforcement Learning

  Yuhao Zhou;Bei Zhang;Chunlei Xu;Tu Lan

  90
  Citations

• Thermostatic Load Control for System Frequency Regulation Considering Daily Demand Profile and Progressive Recovery

  Qingxin Shi;Fangxing Li;Guangxi Liu;Di Shi

  80
  Citations

• Thermostatic load control for system frequency regulation considering daily demand profile and progressive recovery

  Qingxin Shi;Fangxing Li;Guangyi Liu;Di Shi

  80
  Citations

• Small-Signal Stability Analysis and Performance Evaluation of Microgrids Under Distributed Control

  Unknown

  77
  Citations

• Two-Stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach

  Unknown

  75
  Citations

• A Distributed Cooperative Control Framework for Synchronized Reconnection of a Multi-Bus Microgrid

  Unknown

  74
  Citations

• Deep Reinforcement Learning Based Real-Time AC Optimal Power Flow Considering Uncertainties

  Yuhao Zhou;Wei-Jen Lee;Ruisheng Diao;Di Shi

  68
  Citations

• Wide-Area Measurement System-Based Low Frequency Oscillation Damping Control Through Reinforcement Learning

  Yousuf Hashmy;Zhe Yu;Di Shi;Yang Weng

  66
  Citations