Qiuhua Huang

Orcid: 0000-0001-8457-7429

According to our database1, Qiuhua Huang authored at least 36 papers between 2014 and 2024.

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Bibliography

2024
Quantifying and Predicting Residential Building Flexibility Using Machine Learning Methods.
CoRR, 2024

2023
A Guided Evolutionary Strategy Based-Static Var Compensator Control Approach for Interarea Oscillation Damping.
IEEE Trans. Ind. Informatics, March, 2023

Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations.
CoRR, 2023

Toward Intelligent Emergency Control for Large-scale Power Systems: Convergence of Learning, Physics, Computing and Control.
CoRR, 2023

Smart Sampling-based Scenario Selection for Real Power System Data.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

2022
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning.
CoRR, 2022

Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning.
CoRR, 2022

Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Physics Informed Reinforcement Learning for Power Grid Control using Augmented Random Search.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021
Safe Reinforcement Learning for Grid Voltage Control.
CoRR, 2021

Physics-informed Evolutionary Strategy based Control for Mitigating Delayed Voltage Recovery.
CoRR, 2021

Learning to run a power network with trust.
CoRR, 2021

Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning.
CoRR, 2021

Component Importance and Interdependence Analysis for Transmission, Distribution and Communication Systems.
CoRR, 2021

Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning.
CoRR, 2021

Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
A Learning-Based Power Management Method for Networked Microgrids Under Incomplete Information.
IEEE Trans. Smart Grid, 2020

Adaptive Power System Emergency Control Using Deep Reinforcement Learning.
IEEE Trans. Smart Grid, 2020

Safe Reinforcement Learning for Emergency LoadShedding of Power Systems.
CoRR, 2020

Achieving Disaster-Resilient Distribution Systems via Emergency Response Resources: A Practical Approach.
CoRR, 2020

Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control.
CoRR, 2020

Flexibility Management in Economic Dispatch with Dynamic Automatic Generation Control.
CoRR, 2020

Hybrid EMT-TS Simulation Strategies to Study High Bandwidth MMC-Based HVdc Systems.
CoRR, 2020

A Nonlinear Regression Method for Composite Protection Modeling of Induction Motor Loads.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Automated Realistic Testbed Synthesis for Power System Communication Networks based on Graph Metrics.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

2019
Adaptive Power System Emergency Control using Deep Reinforcement Learning.
CoRR, 2019

Detailed Modeling of Residential End-Use Motor Load and Protection for Distribution System Transient Study.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

Big Data Analytic for Cascading Failure Analysis.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Generation of composite load protection profiles for reliable system operation.
Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Local Feature Sufficiency Exploration for Predicting Security-Constrained Generation Dispatch in Multi-area Power Systems.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017
Advanced EMT and Phasor-Domain Hybrid Simulation with Simulation Mode Switching Capability for Transmission and Distribution Systems.
CoRR, 2017

InterPSS: A New Generation Power System Simulation Engine.
CoRR, 2017

A Comparative Study of Interface Techniques for Transmission and Distribution Dynamic Co-Simulation.
CoRR, 2017

A Reference Implementation of WECC Composite Load Model in Matlab and GridPACK.
CoRR, 2017

2016
Inspection of Spatial-Temporal Behavior of Backpackers in Beijing Based on Trajectory.
Wirel. Pers. Commun., 2016

2014
An Enhanced Hybrid LBS and Its Prototype for Supporting Backpackers in Beijing.
Wirel. Pers. Commun., 2014


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