Di Shi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 89

Top Topics

Parameter Identification

Reinforcement Learning

Alternating Direction

Top Venues

IEEE Trans. Smart Grid

Publications

Nanyi Wang, Di Shi, Zengrui Li, Pingting Chen, Xipei Ren
Investigating emotional design of the intelligent cockpit based on visual sequence data and improved LSTM. Adv. Eng. Informatics 61 (2024)
Ying Zhang, Junbo Zhao, Di Shi, Sungjoo Chung
Deep Reinforcement Learning-Enabled Adaptive Forecasting-Aided State Estimation in Distribution Systems with Multi-Source Multi-Rate Data. ISGT (2024)
Tianwei Xia, Zhe Yu, Kai Sun, Di Shi, Kaiyang Huang
Estimation of Participation Factors for Power System Oscillation from Measurements. CoRR (2024)
Yi Zhou, Liangcai Zhou, Zhehan Yi, Di Shi, Mengjie Guo
Leveraging AI for Enhanced Power Systems Control: An Introductory Study of Model-Free DRL Approaches. IEEE Access 12 (2024)
Md Arifin Arif, Fengyu Wang, Di Shi, Liang Sun, Zongjie Wang
Analysis of the Impacts of Reserve Requirements on Marginal Emission Rate. ISGT (2024)
Di Shi, Long Li, Yixin Shao, Wuxiang Zhang, Xilun Ding
Multimode Control Strategy for Robotic Rehabilitation on Special Orthogonal Group SO(3). IEEE Trans. Ind. Electron. 71 (2) (2024)
Di Shi, Gunnar Gidion, Leonhard M. Reindl, Stefan J. Rupitsch
Automatic Life Detection Based on Efficient Features of Ground-Penetrating Rescue Radar Signals. Sensors 23 (15) (2023)
Xinan Wang, Di Shi, Guangyue Xu, Fengyu Wang
Edge-Computing Based Dynamic Anomaly Detection for Transmission Lines. ISGT (2023)
Di Shi, Gunnar Gidion, Taimur Aftab, Leonhard M. Reindl, Stefan J. Rupitsch
Frequency Comb-Based Ground-Penetrating Bioradar: System Implementation and Signal Processing. Sensors 23 (3) (2023)
Ying Zhang, Junbo Zhao, Di Shi, Sungjoo Chung
Deep Reinforcement Learning-Enabled Adaptive Forecasting-Aided State Estimation in Distribution Systems with Multi-Source Multi-Rate Data. CoRR (2023)
Rui Ma, Zhehan Yi, Yingmeng Xiang, Di Shi, Chunlei Xu, Haiwei Wu
A Blockchain-Enabled Demand Management and Control Framework Driven by Deep Reinforcement Learning. IEEE Trans. Ind. Electron. 70 (1) (2023)
Wencong Su, Alex Q. Huang, M. Abul Masrur, Anurag K. Srivastava, Tianshu Bi, Di Shi
Special Section on Power Electronics-Enabled Smart Power Distribution Grid. IEEE Trans. Smart Grid 13 (5) (2022)
Daniel J. Tylavsky, Songyan Li, Di Shi
The Padé matrix pencil method with spurious pole information assimilation. CoRR (2022)
Lufan Mo, Pengbo Feng, Yixin Shao, Di Shi, Linhang Ju, Wuxiang Zhang, Xilun Ding
Anti-Disturbance Sliding Mode Control of a Novel Variable Stiffness Actuator for the Rehabilitation of Neurologically Disabled Patients. Frontiers Robotics AI 9 (2022)
Yi Zhou, Liangcai Zhou, Di Shi, Xiaoying Zhao
Coordinated Frequency Control through Safe Reinforcement Learning. CoRR (2022)
Tao Qian, Chengcheng Shao, Di Shi, Xiuli Wang, Xifan Wang
Automatically Improved VCG Mechanism for Local Energy Markets via Deep Learning. IEEE Trans. Smart Grid 13 (2) (2022)
Mohamed Kareem AlAshery, Zhehan Yi, Di Shi, Xiao Lu, Chunlei Xu, Zhiwei Wang, Wei Qiao
A Blockchain-Enabled Multi-Settlement Quasi-Ideal Peer-to-Peer Trading Framework. IEEE Trans. Smart Grid 12 (1) (2021)
Zejian Zhou, Yingmeng Xiang, Hao Xu, Yishen Wang, Di Shi, Zhiwei Wang
Self-organizing probability neural network-based intelligent non-intrusive load monitoring with applications to low-cost residential measuring devices. Trans. Inst. Meas. Control 43 (3) (2021)
Yapeng Wang, Wei Zhang, Di Shi, Yunhai Geng
Design and Control of an Adaptive Knee Joint Exoskeleton Mechanism with Buffering Function. Sensors 21 (24) (2021)
Di Shi, Taimur Aftab, Gunnar Gidion, Fatma Sayed, Leonhard M. Reindl
A Novel Electrically Small Ground-Penetrating Radar Patch Antenna with a Parasitic Ring for Respiration Detection. Sensors 21 (6) (2021)
Zhitao Ling, Yixin Shao, Di Shi, Wuxiang Zhang
Dynamic Modeling and Compliant Control for a Lower Extremity Exoskeleton Robot Based on BP Neural Network. ROBIO (2021)
Jian Xie, Zixiao Ma, Kaveh Dehghanpour, Zhaoyu Wang, Yishen Wang, Ruisheng Diao, Di Shi
Imitation and Transfer Q-Learning-Based Parameter Identification for Composite Load Modeling. IEEE Trans. Smart Grid 12 (2) (2021)
Linhang Ju, Di Shi, Lufan Mo, Yanjun Shi, Wuxiang Zhang
Magnetometer-Free IMU-Based Joint Axis Calibration and Estimation. ROBIO (2021)
Zejian Zhou, Yingmeng Xiang, Hao Xu, Zhehan Yi, Di Shi, Zhiwei Wang
A Novel Transfer Learning-Based Intelligent Nonintrusive Load-Monitoring With Limited Measurements. IEEE Trans. Instrum. Meas. 70 (2021)
Yao Meng, Zhe Yu, Ning Lu, Di Shi
Time Series Classification for Locating Forced Oscillation Sources. IEEE Trans. Smart Grid 12 (2) (2021)
Yuhao Zhou, Bei Zhang, Chunlei Xu, Tu Lan, Ruisheng Diao, Di Shi, Zhiwei Wang, Wei-Jen Lee
Deriving Fast AC OPF Solutions via Proximal Policy Optimization for Secure and Economic Grid Operation. CoRR (2020)
Ruisheng Diao, Di Shi, Bei Zhang, Siqi Wang, Haifeng Li, Chunlei Xu, Tu Lan, Desong Bian, Jiajun Duan
On Training Effective Reinforcement Learning Agents for Real-time Power Grid Operation and Control. CoRR (2020)
Xiren Zhou, Siqi Wang, Ruisheng Diao, Desong Bian, Jiahui Duan, Di Shi
Rethink AI-based Power Grid Control: Diving Into Algorithm Design. CoRR (2020)
Yingmeng Xiang, Zhehan Yi, Xiao Lu, Zhe Yu, Di Shi, Chunlei Xu, Xueming Li, Zhiwei Wang
Distributed Frequency Emergency Control with Coordinated Edge Intelligence. CoRR (2020)
Yao Meng, Zhe Yu, Ning Lu, Di Shi
Time Series Classification for Locating Forced Oscillation Sources. CoRR (2020)
Songyan Li, Daniel J. Tylavsky, Di Shi, Zhiwei Wang
Implications of Stahl's Theorems to Holomorphic Embedding Pt 1: Theoretical Convergence. CoRR (2020)
Chengxi Liu, Fengkai Hu, Di Shi, Xiaohu Zhang, Kai Sun, Zhiwei Wang
Measurement-Based Voltage Stability Assessment Considering Generator VAR Limits. IEEE Trans. Smart Grid 11 (1) (2020)
Tianwei Xia, Zhe Yu, Kai Sun, Di Shi, Zhiwei Wang
Extended Prony Analysis on Power System Oscillation Under a Near-Resonance Condition. CoRR (2020)
You Lin, Yishen Wang, Jianhui Wang, Siqi Wang, Di Shi
Global Sensitivity Analysis in Load Modeling via Low-Rank Tensor. IEEE Trans. Smart Grid 11 (3) (2020)
Xinan Wang, Yishen Wang, Di Shi, Jianhui Wang, Zhiwei Wang
Two-Stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach. IEEE Trans. Smart Grid 11 (5) (2020)
Xinan Wang, Yishen Wang, Di Shi, Jianhui Wang, Siqi Wang, Ruisheng Diao, Zhiwei Wang
Evaluating Load Models and Their Impacts on Power Transfer Limits. ICCA (2020)
Hamed Mohsenian Rad, Mario Paolone, Vassilis Kekatos, Omid Ardakanian, Yan Xu, Di Shi, Reza Arghandeh
Guest Editorial Theory and Application of PMUs in Power Distribution Systems. IEEE Trans. Smart Grid 11 (1) (2020)
You Lin, Yishen Wang, Jianhui Wang, Siqi Wang, Di Shi
Global Sensitivity Analysis in Load Modeling via Low-rank Tensor. CoRR (2020)
Xinan Wang, Yishen Wang, Jianhui Wang, Di Shi
Residential Customer Baseline Load Estimation Using Stacked Autoencoder With Pseudo-Load Selection. IEEE J. Sel. Areas Commun. 38 (1) (2020)
Yousaf Hashmy, Zhe Yu, Di Shi, Yang Weng
Wide-Area Measurement System-Based Low Frequency Oscillation Damping Control Through Reinforcement Learning. IEEE Trans. Smart Grid 11 (6) (2020)
Abhinav Dronamraju, Songyan Li, Qirui Li, Yuting Li, Daniel J. Tylavsky, Di Shi, Zhiwei Wang
Implications of Stahl's Theorems to Holomorphic Embedding Pt 2: Numerical Convergence. CoRR (2020)
Ligang Zhao, Guangyue Xu, Chao Hong, Guanbiao Huang, Di Shi, Tinghui Zhou, Hongyue Zhen, Xiaoshan Wu, Chaoyang Jing
Fast Simulation of MMC-HVDC Systems Using A Generalized Equivalent Circuit Model of MMC. ICCA (2020)
Xinan Wang, Yishen Wang, Di Shi, Jianhui Wang, Siqi Wang, Ruisheng Diao, Zhiwei Wang
Evaluating Load Models and Their Impacts on Power Transfer Limits. CoRR (2020)
Yousaf Hashmy, Zhe Yu, Di Shi, Yang Weng
Wide Area Measurement System-based Low Frequency Oscillation Damping Control through Reinforcement Learning. CoRR (2020)
Yimajian Yan, Di Shi, Desong Bian, Bibin Huang, Zhehan Yi, Zhiwei Wang
Small-Signal Stability Analysis and Performance Evaluation of Microgrids Under Distributed Control. IEEE Trans. Smart Grid 10 (5) (2019)
Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman, Di Shi
Performance evaluation of communication technologies and network structure for smart grid applications. IET Commun. 13 (8) (2019)
Jiajun Duan, Zhehan Yi, Di Shi, Hao Xu, Zhiwei Wang
A Neuron-Network-Based Optimal Control of Ultra-Capacitors with System Uncertainties. ISGT (2019)
Xianda Deng, Desong Bian, Di Shi, Wenxuan Yao, Ling Wu, Yilu Liu
Impact of Low Data Quality on Disturbance Triangulation Application Using High-Density PMU Measurements. IEEE Access 7 (2019)
Zhijie Nie, Xiaohu Zhang, Xiaoying Zhao, Yiran Xu, Di Shi, Jiajun Duan, Zhiwei Wang
Adaptive Online Learning with Momentum for Contingency-based Voltage Stability Assessment. CoRR (2019)
Yayu Peng, Yishen Wang, Xiao Lu, Haifeng Li, Di Shi, Zhiwei Wang, Jie Li
Short-term Load Forecasting at Different Aggregation Levels with Predictability Analysis. CoRR (2019)
Zhehan Yi, Xiaoying Zhao, Di Shi, Jiajun Duan, Yingmeng Xiang, Zhiwei Wang
Accurate Power Sharing and Synthetic Inertia Control for DC Building Microgrids With Guaranteed Performance. IEEE Access 7 (2019)
Qicheng Chang, Yishen Wang, Xiao Lu, Di Shi, Haifeng Li, Jiajun Duan, Zhiwei Wang
Probabilistic Load Forecasting via Point Forecast Feature Integration. CoRR (2019)
Yao Cui, Zhehan Yi, Jiajun Duan, Di Shi, Zhiwei Wang
A Rprop-Neural-Network-Based PV Maximum Power Point Tracking Algorithm with Short-Circuit Current Limitation. ISGT (2019)
Mang Liao, Di Shi, Zhe Yu, Zhehan Yi, Zhiwei Wang, Yingmeng Xiang
An Alternating Direction Method of Multipliers Based Approach for PMU Data Recovery. IEEE Trans. Smart Grid 10 (4) (2019)
Xinan Wang, Yishen Wang, Di Shi, Jianhui Wang, Zhiwei Wang
Two-stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach. CoRR (2019)
Jiajun Duan, Zhehan Yi, Di Shi, Chang Lin, Xiao Lu, Zhiwei Wang
Reinforcement-Learning-Based Optimal Control of Hybrid Energy Storage Systems in Hybrid AC-DC Microgrids. IEEE Trans. Ind. Informatics 15 (9) (2019)
Ruisheng Diao, Zhiwei Wang, Di Shi, Qianyun Chang, Jiajun Duan, Xiaohu Zhang
Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning. CoRR (2019)
Yishen Wang, Xiao Lu, Yiran Xu, Di Shi, Zhehan Yi, Jiajun Duan, Zhiwei Wang
Submodular Load Clustering with Robust Principal Component Analysis. CoRR (2019)
Chang Fu, Zhe Yu, Di Shi, Haifeng Li, Caisheng Wang, Zhiwei Wang, Jie Li
Bayesian Estimation Based Parameter Estimation for Composite Load. CoRR (2019)
Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman, Di Shi
Performance Evaluation of Communication Technologies and Network Structure for Smart Grid Applications. CoRR (2019)
Qingxin Shi, Fangxing Li, Guangyi Liu, Di Shi, Zhehan Yi, Zhiwei Wang
Thermostatic Load Control for System Frequency Regulation Considering Daily Demand Profile and Progressive Recovery. IEEE Trans. Smart Grid 10 (6) (2019)
Desong Bian, Di Shi, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
Mitigating the Impact of Renewable Variability With Demand-Side Resources Considering Communication and Cyber Security Limitations. IEEE Access 7 (2019)
Xinan Wang, Di Shi, Jianhui Wang, Zhe Yu, Zhiwei Wang
Online Identification and Data Recovery for PMU Data Manipulation Attack. IEEE Trans. Smart Grid 10 (6) (2019)
Haifeng Li, Ruisheng Diao, Xiaohu Zhang, Xi Lin, Xiao Lu, Di Shi, Zhiwei Wang, Lei Wang
An Integrated Online Dynamic Security Assessment System for Improved Situational Awareness and Economic Operation. IEEE Access 7 (2019)
Zhe Yu, Di Shi, Haifeng Li, Yishen Wang, Zhehan Yi, Zhiwei Wang
An Extended Kalman Filter Enhanced Hilbert-Huang Transform in Power System Oscillation Detection. ISGT Europe (2018)
Yimajian Yan, Di Shi, Desong Bian, Bibin Huang, Zhehan Yi, Zhiwei Wang
Small-signal Stability Analysis and Performance Evaluation of Microgrids under Distributed Control. CoRR (2018)
Abdulrahman J. Babqi, Zhehan Yi, Di Shi, Xiaoying Zhao
Model Predictive Control of H5 Inverter for Transformerless PV Systems with Maximum Power Point Tracking and Leakage Current Reduction. IECON (2018)
Di Shi, Xi Chen, Zhiwei Wang, Xiaohu Zhang, Zhe Yu, Xinan Wang, Desong Bian
A Distributed Cooperative Control Framework for Synchronized Reconnection of a Multi-Bus Microgrid. IEEE Trans. Smart Grid 9 (6) (2018)
Yongli Zhu, Chengxi Liu, Kai Sun, Di Shi, Zhiwei Wang
Optimization of Battery Energy Storage to Improve Power System Oscillation Damping. CoRR (2018)
Di Shi, Rong Deng, Xin Xin, Yumei Dong
From Customer Journey to Knowledge Journey: Mapping the Knowledge Journey in Co-design on Public Realm. HCI (18) (2018)
Jiajun Duan, Zhehan Yi, Di Shi, Hao Xu, Zhiwei Wang
A Neuron-Network-Based Optimal Control of Ultra-Capacitors with System Uncertainties. CoRR (2018)
Kexing Lai, Yishen Wang, Di Shi, Mahesh S. Illindala, Xiaohu Zhang, Zhiwei Wang
A Resilient Power System Operation Strategy Considering Transmission Line Attacks. IEEE Access 6 (2018)
Yao Cui, Zhehan Yi, Jiajun Duan, Di Shi, Zhiwei Wang
A Rprop-Neural-Network-Based PV Maximum Power Point Tracking Algorithm with Short-Circuit Current Limitation. CoRR (2018)
Tianyang Zhang, Xi Chen, Zhe Yu, Xiaoyan Zhu, Di Shi
A Monte Carlo Simulation Approach to Evaluate Service Capacities of EV Charging and Battery Swapping Stations. IEEE Trans. Ind. Informatics 14 (9) (2018)
Di Shi, Zhong Wu, Wusheng Chou
Generalized Extended State Observer Based High Precision Attitude Control of Quadrotor Vehicles Subject to Wind Disturbance. IEEE Access 6 (2018)
Chengxi Liu, Bin Wang, Xin Xu, Kai Sun, Di Shi, Claus Leth Bak
A Multi-Dimensional Holomorphic Embedding Method to Solve AC Power Flows. IEEE Access 5 (2017)
Hasan Ul Banna, Zhe Yu, Di Shi, Zhiwei Wang, Dawei Su, Chunlei Xu, Sarika Khushalani Solanki, Jignesh M. Solanki
Online Coherence Identification Using Dynamic Time Warping for Controlled Islanding. CoRR (2017)
Xiao Lu, Di Shi, Bin Zhu, Zhiwei Wang, Jianyu Luo, Dawei Su, Chunlei Xu
PMU Assisted Power System Parameter Calibration at Jiangsu Electric Power Company. CoRR (2017)
Guangyi Liu, Kewen Liu, Di Shi, Wendong Zhu, Zhiwei Wang, Xi Chen
Graph Computation and Its Applications in Smart Grid. BigData Congress (2017)
Shruti Rao, Daniel J. Tylavsky, Weili Yi, Vijay Vittal, Di Shi, Zhiwei Wang
Two-bus holomorphic embedding method-based equivalents and nose-point determination. CoRR (2017)
Di Shi, Daniel J. Tylavsky, Kristian M. Koellner, Naim Logic, David E. Wheeler
Transmission line parameter identification using PMU measurements. CoRR (2017)
Xinan Wang, Di Shi, Zhiwei Wang, Chunlei Xu, Qibing Zhang, Xiaohu Zhang, Zhe Yu
Online Calibration of Phasor Measurement Unit Using Density-Based Spatial Clustering. CoRR (2017)
Mang Liao, Di Shi, Zhe Yu, Wendong Zhu, Zhiwei Wang, Yingmeng Xiang
Recover the lost Phasor Measurement Unit Data Using Alternating Direction Multipliers Method. CoRR (2017)
Di Shi, Xi Chen, Zhiwei Wang, Xiaohu Zhang, Zhe Yu, Xinan Wang, Desong Bian
A Distributed Cooperative Control Framework for Synchronized Reconnection of a Multi-Bus Microgrid. CoRR (2017)
Bowen Kan, Wendong Zhu, Guangyi Liu, Xi Chen, Di Shi, Weiqing Yu
Topology Modeling and Analysis of a Power Grid Network Using a Graph Database. Int. J. Comput. Intell. Syst. 10 (1) (2017)
Atharva Sharma, Xiuwen Liu, Xiaojun Yang, Di Shi
A patch-based convolutional neural network for remote sensing image classification. Neural Networks 95 (2017)
Riyasat Azim, Yongli Zhu, Hira Amna Saleem, Kai Sun, Fangxing Li, Di Shi, Ratnesh Sharma
A decision tree based approach for microgrid islanding detection. ISGT (2015)
Daniel Shawhan, John Taber, Ray Zimmerman, Jubo Yan, Charles Marquet, William Schulze, Richard E. Schuler, Robert J. Thomas, Daniel J. Tylavsky, Di Shi, Nan Li, Ward Jewell, Trevor Hardy, Zhouxing Hu
A Detailed Power System Planning Model: Estimating the Long-Run Impact of Carbon-Reducing Policies. HICSS (2015)
Babak Asghari, Rakesh Patil, Di Shi, Ratnesh K. Sharma
A mixed-mode management system for grid scale energy storage units. SmartGridComm (2015)
Di Shi, Ratnesh Sharma, Yanzhu Ye
Adaptive control of distributed generation for microgrid islanding. ISGT Europe (2013)
Zhiyong Tang, Di Shi, Difei Liu, Zhaoqin Peng, Longlong He, Zhongcai Pei
Electro-hydraulic servo system for Human Lower-limb Exoskeleton based on sliding mode variable structure control. ICIA (2013)
Di Shi, Daniel J. Tylavsky, Naim Logic
An Adaptive Method for Detection and Correction of Errors in PMU Measurements. IEEE Trans. Smart Grid 3 (4) (2012)