Di Shi

According to our database1, Di Shi authored at least 64 papers between 2012 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Imitation and Transfer Q-Learning-Based Parameter Identification for Composite Load Modeling.
IEEE Trans. Smart Grid, 2021

Time Series Classification for Locating Forced Oscillation Sources.
IEEE Trans. Smart Grid, 2021

A Blockchain-Enabled Multi-Settlement Quasi-Ideal Peer-to-Peer Trading Framework.
IEEE Trans. Smart Grid, 2021

Self-organizing probability neural network-based intelligent non-intrusive load monitoring with applications to low-cost residential measuring devices.
Trans. Inst. Meas. Control, 2021

A Novel Transfer Learning-Based Intelligent Nonintrusive Load-Monitoring With Limited Measurements.
IEEE Trans. Instrum. Meas., 2021

A Novel Electrically Small Ground-Penetrating Radar Patch Antenna with a Parasitic Ring for Respiration Detection.
Sensors, 2021

Two-Stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach.
IEEE Trans. Smart Grid, 2020

Guest Editorial Theory and Application of PMUs in Power Distribution Systems.
IEEE Trans. Smart Grid, 2020

Measurement-Based Voltage Stability Assessment Considering Generator VAR Limits.
IEEE Trans. Smart Grid, 2020

Global Sensitivity Analysis in Load Modeling via Low-Rank Tensor.
IEEE Trans. Smart Grid, 2020

Wide-Area Measurement System-Based Low Frequency Oscillation Damping Control Through Reinforcement Learning.
IEEE Trans. Smart Grid, 2020

Residential Customer Baseline Load Estimation Using Stacked Autoencoder With Pseudo-Load Selection.
IEEE J. Sel. Areas Commun., 2020

Rethink AI-based Power Grid Control: Diving Into Algorithm Design.
CoRR, 2020

On Training Effective Reinforcement Learning Agents for Real-time Power Grid Operation and Control.
CoRR, 2020

Deriving Fast AC OPF Solutions via Proximal Policy Optimization for Secure and Economic Grid Operation.
CoRR, 2020

Extended Prony Analysis on Power System Oscillation Under a Near-Resonance Condition.
CoRR, 2020

Implications of Stahl's Theorems to Holomorphic Embedding Pt 1: Theoretical Convergence.
CoRR, 2020

Implications of Stahl's Theorems to Holomorphic Embedding Pt 2: Numerical Convergence.
CoRR, 2020

Distributed Frequency Emergency Control with Coordinated Edge Intelligence.
CoRR, 2020

Global Sensitivity Analysis in Load Modeling via Low-rank Tensor.
CoRR, 2020

Fast Simulation of MMC-HVDC Systems Using A Generalized Equivalent Circuit Model of MMC.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

Evaluating Load Models and Their Impacts on Power Transfer Limits.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

Small-Signal Stability Analysis and Performance Evaluation of Microgrids Under Distributed Control.
IEEE Trans. Smart Grid, 2019

Online Identification and Data Recovery for PMU Data Manipulation Attack.
IEEE Trans. Smart Grid, 2019

Thermostatic Load Control for System Frequency Regulation Considering Daily Demand Profile and Progressive Recovery.
IEEE Trans. Smart Grid, 2019

An Alternating Direction Method of Multipliers Based Approach for PMU Data Recovery.
IEEE Trans. Smart Grid, 2019

Reinforcement-Learning-Based Optimal Control of Hybrid Energy Storage Systems in Hybrid AC-DC Microgrids.
IEEE Trans. Ind. Informatics, 2019

Performance evaluation of communication technologies and network structure for smart grid applications.
IET Commun., 2019

Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning.
CoRR, 2019

Bayesian Estimation Based Parameter Estimation for Composite Load.
CoRR, 2019

Probabilistic Load Forecasting via Point Forecast Feature Integration.
CoRR, 2019

Short-term Load Forecasting at Different Aggregation Levels with Predictability Analysis.
CoRR, 2019

Adaptive Online Learning with Momentum for Contingency-based Voltage Stability Assessment.
CoRR, 2019

Submodular Load Clustering with Robust Principal Component Analysis.
CoRR, 2019

Accurate Power Sharing and Synthetic Inertia Control for DC Building Microgrids With Guaranteed Performance.
IEEE Access, 2019

An Integrated Online Dynamic Security Assessment System for Improved Situational Awareness and Economic Operation.
IEEE Access, 2019

Impact of Low Data Quality on Disturbance Triangulation Application Using High-Density PMU Measurements.
IEEE Access, 2019

Mitigating the Impact of Renewable Variability With Demand-Side Resources Considering Communication and Cyber Security Limitations.
IEEE Access, 2019

A Neuron-Network-Based Optimal Control of Ultra-Capacitors with System Uncertainties.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

A Rprop-Neural-Network-Based PV Maximum Power Point Tracking Algorithm with Short-Circuit Current Limitation.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

A Distributed Cooperative Control Framework for Synchronized Reconnection of a Multi-Bus Microgrid.
IEEE Trans. Smart Grid, 2018

A Monte Carlo Simulation Approach to Evaluate Service Capacities of EV Charging and Battery Swapping Stations.
IEEE Trans. Ind. Informatics, 2018

Optimization of Battery Energy Storage to Improve Power System Oscillation Damping.
CoRR, 2018

Generalized Extended State Observer Based High Precision Attitude Control of Quadrotor Vehicles Subject to Wind Disturbance.
IEEE Access, 2018

A Resilient Power System Operation Strategy Considering Transmission Line Attacks.
IEEE Access, 2018

An Extended Kalman Filter Enhanced Hilbert-Huang Transform in Power System Oscillation Detection.
Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

Model Predictive Control of H5 Inverter for Transformerless PV Systems with Maximum Power Point Tracking and Leakage Current Reduction.
Proceedings of the IECON 2018, 2018

From Customer Journey to Knowledge Journey: Mapping the Knowledge Journey in Co-design on Public Realm.
Proceedings of the Design, User Experience, and Usability: Theory and Practice, 2018

A patch-based convolutional neural network for remote sensing image classification.
Neural Networks, 2017

Topology Modeling and Analysis of a Power Grid Network Using a Graph Database.
Int. J. Comput. Intell. Syst., 2017

Recover the lost Phasor Measurement Unit Data Using Alternating Direction Multipliers Method.
CoRR, 2017

Online Coherence Identification Using Dynamic Time Warping for Controlled Islanding.
CoRR, 2017

Online Calibration of Phasor Measurement Unit Using Density-Based Spatial Clustering.
CoRR, 2017

Transmission line parameter identification using PMU measurements.
CoRR, 2017

Two-bus holomorphic embedding method-based equivalents and nose-point determination.
CoRR, 2017

PMU Assisted Power System Parameter Calibration at Jiangsu Electric Power Company.
CoRR, 2017

A Multi-Dimensional Holomorphic Embedding Method to Solve AC Power Flows.
IEEE Access, 2017

Graph Computation and Its Applications in Smart Grid.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

A mixed-mode management system for grid scale energy storage units.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

A decision tree based approach for microgrid islanding detection.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

A Detailed Power System Planning Model: Estimating the Long-Run Impact of Carbon-Reducing Policies.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Adaptive control of distributed generation for microgrid islanding.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Electro-hydraulic servo system for Human Lower-limb Exoskeleton based on sliding mode variable structure control.
Proceedings of the IEEE International Conference on Information and Automation, 2013

An Adaptive Method for Detection and Correction of Errors in PMU Measurements.
IEEE Trans. Smart Grid, 2012