Research

Picture of Data-driven Control Design for Damping Oscillations

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Dynamic Response Prediction Using Phasor Data Model

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Forced Oscillation Mitigation Using Utility-Scale Battery Energy Storage System

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Integration of Energy Storage with Wind Generation for Improved Dynamics

Kook, Kyung & Liu, Yilu & Atcitty, Stan. (2006). Mitigation of the wind generation integration related power quality issues by energy storage. XII.

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Machine Learning Based Security Assessment of Power Grids with High PV Penetration

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Real-time Minimum Frequency Response Reserve for the Eastern Interconnection (EI) and the Western Electricity Coordinating

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Wind and Solar Participation in Dynamic Frequency Regulation

Data-driven Control Design for Damping Oscillations

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Machine Learning based Stability Margin Prediction of Power Grids

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Power Grid Event Location Identification of Using Sparse Wide-area Synchrophasor Data and AI

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Deep Reinforcement Learning for Stock Trading

Model Validation Using FNETGridEye Data

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Interconnection-wide Grid Security Assessment

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Dynamic Model Reduction

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Virtual Power Grid Initiative

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GridPortal-An Automatic Substation Layout Display Tool

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Eastern Interconnection 2030 Dynamic Model Development

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Measurement Data-driven Model for Large Grid

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Real-time PMU Simulator for the Extra-high Voltage Grid

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Measurement-based model reduction technique

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Transmission network Co-Simulation Framework with Multiple Software

Microgrid Central Controller Design

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Strategic Power Infrastructure Defense (SPID) System

Bin Qiu, Yilu Liu and A. G. Phadke, “Communication infrastructure design for strategic power infrastructure defense (SPID) system,” 2002 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.02CH37309), New York, NY, USA, 2002, pp

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Three Phase Estimation for Distribution Power System

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Increasing Distribution System Resiliency Using Flexible DER and Microgrid Assets with Transactive Control

 

FNETGridEye Live Links

FNET/GridEye Public Display Site

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Online Oscillation Alert

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Online FIDVR Alert

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Online Line Trip Alert

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Fault-Tolerant Frequency Measurement Based on Point-on-Wave Data

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Online Event Location Alert

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Online Ambient Oscillation Mode Monitor

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Online Islanding Alert

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OpenPDC FNETGridEye Server Design

Frequency Control and Voltage Support Capability of VSC-HVDC for Large Power Systems

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Smart Interconnections of US Grid with Hybrid HVDC Systems

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WAMS-Enhanced HVDC Control for Flexible and Stable Grid Operations

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HVDC Overlay for US Grid

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Energy Storage System Applications in the TVA system

P. F. Ribeiro, B. K. Johnson, M. L. Crow, A. Arsoy and Y. Liu, “Energy storage systems for advanced power applications,” in Proceedings of the IEEE, vol. 89, no. 12, pp. 1744-1756, Dec. 2001.

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Multi-terminal VSC HVDC Modeling

Universal Grid Analyzer Development

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PMU Error Impact

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Magnetic and Electric Field Based FDR

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Pulsar Based Timing Instrument

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Solar energy-based computation and communication module

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Generation III FDR Development

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Smart Phone Based FDR

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Distribution Level Phasor Measurement Accuracy Limits

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Synchrophasor Data Timestamp Error Detection and Estimation

Power System Data Analytics

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Forensic Research Using Grid Data

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LMP Prediction From Generation Trips

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Statistical Analysis on Inter-area Oscillations

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FIDVR Detection and Analysis

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Future Data Architecture Research

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Visualization

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Superbowl Frequency Swings

GIC Impact for Transformer Harmonics and Reactive Power

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Partial Discharge Detection in Transformers Using Optical Fiber Acoustic Sensors

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Artificial Neural Network (ANN) and Expert System-Based Transformer Fault Diagnosis

Electromagnetic Transient and Dynamic Modeling and Simulation of a StatCom-SMES Compensator in Power Systems

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Finite Elements Analysis of GIC Saturation

Z. Wang and Y. Liu, “Modeling and simulation of a cycloconverter drive system for harmonic studies,” in IEEE Transactions on Industrial Electronics, vol. 47, no. 3, pp. 533-541, June 2000.

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Harmonics Modeling and Simulation of a CycloConverter Drive System

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Electromagnetic Interactions between a Super-conducting Coil (SMES) and the Power Electronics Interface

Zhenyuan Wang, Yilu Liu and P. J. Griffin, “A combined ANN and expert system tool for transformer fault diagnosis,” in IEEE Transactions on Power Delivery, vol. 13, no. 4, pp. 1224-1229, Oct. 1998.

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Impact of Electromagnetic Pulse (EMP) on Transformers

Partial Discharge Detection and Localization in High Voltage Transformers Using an Optical Acoustic Sensor