publications

publications by categories in reversed chronological order.

2023

  1. Augmented random search based inter-area oscillation damping using high voltage DC transmission
    Wei Gao, Rui Fan, Renke Huang, and 3 more authors
    Electric Power Systems Research, 2023
  2. Toward Intelligent Emergency Control for Large-scale Power Systems: Convergence of Learning, Physics, Computing and Control
    Qiuhua Huang, Renke Huang, Tianzhixi Yin, and 13 more authors
    2023

2022

  1. Learning and fast adaptation for grid emergency control via deep meta reinforcement learning
    Renke Huang, Yujiao Chen, Tianzhixi Yin, and 6 more authors
    IEEE Transactions on Power Systems, 2022
  2. Improving safety in deep reinforcement learning using unsupervised action planning
    Hao-Lun Hsu, Qiuhua Huang, and Sehoon Ha
    In 2022 International Conference on Robotics and Automation (ICRA), 2022
  3. Learning to run a power network with trust
    Antoine Marot, Benjamin Donnot, Karim Chaouache, and 4 more authors
    Electric Power Systems Research, 2022
  4. Physics Informed Reinforcement Learning for Power Grid Control using Augmented Random Search
    Kaveri Mahapatra, Xiaoyuan Fan, Xinya Li, and 2 more authors
    2022
  5. Damping inter-area oscillation using reinforcement learning controlled TCSC
    Renke Huang, Wei Gao, Rui Fan, and 1 more author
    IET Generation, Transmission & Distribution, 2022
  6. A guided evolutionary strategy based static var compensator control approach for inter-area oscillation damping
    Renke Huang, Wei Gao, Rui Fan, and 1 more author
    IEEE Transactions on Industrial Informatics, 2022
  7. Improving DFIG performance under fault scenarios through evolutionary reinforcement learning based control
    Wei Gao, Rui Fan, Renke Huang, and 5 more authors
    IET Generation, Transmission & Distribution, 2022
  8. Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning
    Ramij R Hossain, Tianzhixi Yin, Yan Du, and 5 more authors
    arXiv preprint arXiv:2212.02715, 2022
  9. A Configurable Hierarchical Architecture for Parallel Dynamic Contingency Analysis on GPUs
    Cong Wang, Shuangshuang Jin, Renke Huang, and 2 more authors
    IEEE Open Access Journal of Power and Energy, 2022
  10. Data Mining and Machine Learning for Power System Monitoring, Understanding, and Impact Evaluation
    Xinda Ke, Huiying Ren, Qiuhua Huang, and 2 more authors
    Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems, 2022
  11. Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning
    Sayak Mukherjee, Ramij R Hossain, Yuan Liu, and 6 more authors
    arXiv preprint arXiv:2212.08973, 2022

2021

  1. Component importance and interdependence analysis for Transmission, Distribution and Communication systems
    Tao Fu, Dexin Wang, Xiaoyuan Fan, and 1 more author
    CSEE Journal of Power and Energy Systems, 2021
  2. Transformative remedial action scheme tool (TRAST)
    Xiaoyuan Fan, LI Xinya, Emily L Barrett, and 5 more authors
    Jun 2021
    US Patent 11,042,132
  3. Scalable voltage control using structure-driven hierarchical deep reinforcement learning
    Sayak Mukherjee, Renke Huang, Qiuhua Huang, and 2 more authors
    arXiv preprint arXiv:2102.00077, Jun 2021
  4. Graph convolutional network-based topology embedded deep reinforcement learning for voltage stability control
    Ramij R Hossain, Qiuhua Huang, and Renke Huang
    IEEE Transactions on Power Systems, Jun 2021
  5. Smart sampling for reduced and representative power system scenario selection
    Xueqing Sun, Xinya Li, Sohom Datta, and 4 more authors
    IEEE Open Access Journal of Power and Energy, Jun 2021
  6. Deep reinforcement scheduling of energy storage systems for real-time voltage regulation in unbalanced LV networks with high PV penetration
    Shengyi Wang, Liang Du, Xiaoyuan Fan, and 1 more author
    IEEE Transactions on Sustainable Energy, Jun 2021
  7. Accelerated derivative-free deep reinforcement learning for large-scale grid emergency voltage control
    Renke Huang, Yujiao Chen, Tianzhixi Yin, and 6 more authors
    IEEE Transactions on Power Systems, Jun 2021
  8. Enhanced Dynamic Contingency Analysis for Power Systems
    Nader A Samaan, Bharat GNVSR Vyakaranam, Jeffery E Dagle, and 8 more authors
    Sep 2021
    US Patent App. 16/827,695
  9. Active disturbance rejection control of doubly-fed induction generators driven by wind turbines
    Matthew Penne, Wei Qiao, Liyan Qu, and 3 more authors
    In 2021 IEEE Energy Conversion Congress and Exposition (ECCE), Sep 2021
  10. Physics-Informed Evolutionary Strategy Based Control for Mitigating Delayed Voltage Recovery
    Yan Du, Qiuhua Huang, Renke Huang, and 4 more authors
    IEEE Transactions on Power Systems, Sep 2021
  11. Safe Reinforcement Learning for Grid Voltage Control
    Thanh Long Vu, Sayak Mukherjee, Renke Huang, and 1 more author
    arXiv preprint arXiv:2112.01484, Sep 2021
  12. Analysis of Weather and Climate Extremes Impact on Power System Outage
    Huiying Ren, Z Jason Hou, Xinda Ke, and 2 more authors
    In 2021 IEEE Power & Energy Society General Meeting (PESGM), Sep 2021
  13. Flexibility management in economic dispatch with dynamic automatic generation control
    Lei Fan, Chaoyue Zhao, Guangyuan Zhang, and 1 more author
    IEEE Transactions on Power Systems, Sep 2021
  14. Barrier Function-based Reinforcement Learning for Emergency Control of Power Systems
    Thanh Long Vu, Sayak Mukherjee, Renke Huang, and 1 more author
    Sep 2021
  15. Barrier function-based safe reinforcement learning for emergency control of power systems
    Thanh Long Vu, Sayak Mukherjee, Renke Huang, and 1 more author
    In 2021 60th IEEE Conference on Decision and Control (CDC), Sep 2021

2020

  1. A nonlinear regression method for composite protection modeling of induction motor loads
    Soumya Kundu, Zhigang Chu, Yuan Liu, and 6 more authors
    In 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), Sep 2020
  2. Open-source high-fidelity aggregate composite load models of emerging load behaviors for large-sale analysis
    Yuan Liu, Soumya Kundu, Qiuhua Huang, and 8 more authors
    Sep 2020
  3. Hybrid EMT-TS Simulation Strategies to Study High Bandwidth MMC-Based HVdc Systems
    Yuan Liu, Marcelo A Elizondo, Suman Debnath, and 7 more authors
    In 2020 IEEE Power & Energy Society General Meeting (PESGM), Sep 2020
  4. 2019 Global City Teams Challenge: Smart and Secure Cities and Communities Challenge Expo
    Sokwoo Rhee
    NIST Special Publication, Sep 2020
  5. Effect of accurate modelling of converter interfaced generation on a practical bulk power system
    Qiuhua Huang, Deepak Ramasubramanian, Vijay Vittal, and 2 more authors
    IET Generation, Transmission & Distribution, Sep 2020
  6. Automated realistic testbed synthesis for power system communication networks based on graph metrics
    Xiaoyuan Fan, Sinan Aksoy, Dexin Wang, and 4 more authors
    In 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), Sep 2020
  7. Accelerated deep reinforcement learning based load shedding for emergency voltage control
    Renke Huang, Yujiao Chen, Tianzhixi Yin, and 6 more authors
    arXiv preprint arXiv:2006.12667, Sep 2020
  8. Guest Editorial: Machine Learning in Power Systems
    IET Smart Grid, Sep 2020
  9. Achieving Disaster-Resilient Distribution Systems via Emergency Response Resources: A Practical Approach
    Santosh Sharma, Qifeng Li, Qiuhua Huang, and 1 more author
    arXiv preprint arXiv:2008.09539, Sep 2020
  10. Synchronized phasor measurement unit-based central controller for normal and contingent operation of a high-capacity hvdc macrogrid for the continental us
    Nihal Mohan, Armando L Figueroa-Acevedo, Marcelo Elizondo, and 8 more authors
    IEEE Transactions on Power Systems, Sep 2020
  11. Safe Reinforcement Learning for Emergency Load Shedding of Power Systems
    Thanh Long Vu, Sayak Mukherjee, Tim Yin, and 2 more authors
    arXiv preprint arXiv:2011.09664, Sep 2020
  12. High Penetration Power Electronics Grid: Modeling and Simulation Gap Analysis
    Suman Debnath, Marcelo A Elizondo, Yuan Liu, and 4 more authors
    Sep 2020

2019

  1. Detailed modeling of residential end-use motor load and protection for distribution system transient study
    Yuan Liu, Zhigang Chu, Pavel Etingov, and 6 more authors
    In 2019 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), Sep 2019
  2. A generic modeling and development approach for WECC composite load model
    Qiuhua Huang, Renke Huang, Bruce J Palmer, and 5 more authors
    Electric Power Systems Research, Sep 2019
  3. Adaptive power system emergency control using deep reinforcement learning
    Qiuhua Huang, Renke Huang, Weituo Hao, and 3 more authors
    IEEE Transactions on Smart Grid, Sep 2019
  4. Data-driven feature analysis in control design for series-compensated transmission systems
    Xinya Li, Xiaoyuan Fan, Huiying Ren, and 4 more authors
    IEEE Transactions on Power Systems, Sep 2019
  5. NIST Transactive EnergyModeling and Simulation Challenge Phase II Final Report
    David Holmberg, Martin Burns, Steven Bushby, and 8 more authors
    NIST special publication, Sep 2019
  6. Models and Methods for Assessing the Value of HVDC and MVDC Technologies in Mondern Power Grids
    Suman Debnath, Madhu Sudhan Chinthavali, Jingfan Sun, and 8 more authors
    Sep 2019
  7. Coordination of transmission, distribution and communication systems for prompt power system recovery after disasters: report–grid and communication interdependency review and characterization of typical communication systems
    Xiaoyuan Fan, Sinan G Aksoy, Qiuhua Huang, and 4 more authors
    Sep 2019
  8. Understanding the Anomalies in the Power Systems and the Associated Weather Attributes and Extremes in the Western United States
    Zhangshuan Hou, Huifen Zhou, Huiying Ren, and 6 more authors
    In AGU Fall Meeting Abstracts, Sep 2019
  9. Scenario-based analysis for disaster-resilient restoration of distribution systems
    Santosh Sharma, Qiuhua Huang, Ahmad Tbaileh, and 1 more author
    In 2019 North American Power Symposium (NAPS), Sep 2019
  10. A learning-based power management method for networked microgrids under incomplete information
    Qianzhi Zhang, Kaveh Dehghanpour, Zhaoyu Wang, and 1 more author
    IEEE Transactions on Smart Grid, Sep 2019
  11. Big data analytic for cascading failure analysis
    Yousu Chen, Tianzhixi Yin, Renke Huang, and 2 more authors
    In 2019 IEEE International Conference on Big Data (Big Data), Sep 2019
  12. Adaptive RAS/SPS System Setting for Improving Grid Reliability and Asset Utilization through Predictive Simulation and Controls. A Use Case for Transformative Remedial Action Scheme Tool (TRAST): Jim Bridger RAS Evaluation and Analysis
    Xiaoyuan Fan, Renke Huang, Qiuhua Huang, and 7 more authors
    Sep 2019

2018

  1. A comparative study of interface techniques for transmission and distribution dynamic co-simulation
    Qiuhua Huang, Renke Huang, Rui Fan, and 4 more authors
    In 2018 IEEE Power & Energy Society General Meeting (PESGM), Sep 2018
  2. Advanced EMT and phasor-domain hybrid simulation with simulation mode switching capability for transmission and distribution systems
    Qiuhua Huang, and Vijay Vittal
    IEEE Transactions on Power Systems, Sep 2018
  3. Generation of composite load protection profiles for reliable system operation
    Yingying Tang, Soumya Kundu, Yu Zhang, and 7 more authors
    In 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), Sep 2018
  4. Simulation-based valuation of transactive energy systems
    Qiuhua Huang, Thomas E McDermott, Yingying Tang, and 5 more authors
    IEEE Transactions on Power Systems, Sep 2018
  5. Impact of building-level motor protection on power system transient behaviors
    Yuan Liu, Yu Zhang, Qiuhua Huang, and 6 more authors
    In 2018 IEEE Power & Energy Society General Meeting (PESGM), Sep 2018
  6. Aggregate protection response of motor loads in commercial buildings
    Qiuhua Huang, Yu Zhang, Soumya Kundu, and 5 more authors
    In IEEE PES T&D Conference, Sep 2018
  7. Transactive Energy Systems for Future Power Grid: Theory, Simulation and Valuation
    Qiuhua Huang, Laurentiu D.Marinovici\textperiodcenteredJacob Hansen, Jianming Lian, and 4 more authors
    In Intelligent Power Grid of Tomorrow: Modeling, Planning, Control, and Operation, Sep 2018
  8. Local feature sufficiency exploration for predicting security-constrained generation dispatch in multi-area power systems
    Yixuan Sun, Xiaoyuan Fan, Qiuhua Huang, and 4 more authors
    In 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), Sep 2018

2017

  1. A Novel Interfacing Technique for Distributed Hybrid Simulations Combining EMT and Transient Stability Models
    Dewu Shu, Xiaorong Xie, Qirong Jiang, and 2 more authors
    IEEE Transactions on Power Delivery, Sep 2017
  2. A reference implementation of WECC composite load model in MATLAB and GridPACK
    Qiuhua Huang, Renke Huang, Bruce J Palmer, and 5 more authors
    arXiv preprint arXiv:1708.00939, Sep 2017
  3. Hybrid cascading outage analysis of extreme events with optimized corrective actions
    Mallikarjuna R Vallem, Bharat Vyakaranam, Jesse T Holzer, and 5 more authors
    In 2017 19th International Conference on Intelligent System Application to Power Systems (ISAP), Sep 2017
  4. Transactive systems simulation and valuation platform trial analysis
    Steven E Widergren, Donald J Hammerstrom, Qiuhua Huang, and 8 more authors
    Sep 2017
  5. InterPSS: A new generation power system simulation engine
    Mike Zhou, and Qiuhua Huang
    arXiv preprint arXiv:1711.10875, Sep 2017
  6. Modeling zone-3 protection with generic relay models for dynamic contingency analysis
    Qiuhua Huang, Bharat Vyakaranam, Ruisheng Diao, and 4 more authors
    In 2017 IEEE Power & Energy Society General Meeting, Sep 2017
  7. HVDC macrogrid modeling for power-flow and transient stability studies in north american continental-level interconnections
    Marcelo A Elizondo, Nihal Mohan, James O’Brien, and 8 more authors
    CSEE Journal of Power and Energy Systems, Sep 2017
  8. Models and methods for assessing the value of HVDC and MVDC technologies in modern power grids
    Yuri V Makarov, Marcelo A Elizondo, James G O’Brien, and 8 more authors
    Sep 2017
  9. Faster than real-time dynamic simulation for large-size power system with detailed dynamic models using high-performance computing platform
    Renke Huang, Shuangshuang Jin, Yousu Chen, and 4 more authors
    In 2017 IEEE Power & Energy Society General Meeting, Sep 2017
  10. Valuation diagramming and accounting of transactive energy systems
    Atefe Makhmalbaf, Donald J Hammerstrom, Qiuhua Huang, and 1 more author
    In 2017 IEEE Conference on Technologies for Sustainability (SusTech), Sep 2017
  11. Adaptive RAS/SPS System Settings for Improving Grid Reliability and Asset Utilization through Predictive Simulation and Controls
    James G O’Brien, Emily L Barrett, Xiaoyuan Fan, and 3 more authors
    Sep 2017
  12. 2017 19TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM APPLICATION TO POWER SYSTEMS, ISAP 2017
    MR Vallem, B Vyakaranam, JT Holzer, and 8 more authors
    Sep 2017

2016

  1. OpenHybridSim: An open source tool for EMT and phasor domain hybrid simulation
    Qiuhua Huang, and Vijay Vittal
    In 2016 IEEE Power and Energy Society General Meeting (PESGM), Sep 2016
  2. Integrated transmission and distribution system power flow and dynamic simulation using mixed three-sequence/three-phase modeling
    Qiuhua Huang, and Vijay Vittal
    IEEE Transactions on Power Systems, Sep 2016
  3. Electromagnetic transient and electromechanical transient stability hybrid simulation: design, development and its applications
    Qiuhua Huang
    Arizona State University, Sep 2016
  4. Hybrid Time Domain Simulation: Application to Fault Induced Delayed Voltage Recovery
    Sakis Meliopoulos
    Sep 2016