Qiuhua Huang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 40

Top Topics

Reinforcement Learning

Nonlinear Regression

Evolutionary Strategy

Top Venues

Wirel. Pers. Commun.

IEEE Trans. Smart Grid

Publications

Patrick Salter, Qiuhua Huang, Paulo Cesar Tabares-Velasco
Quantifying and Predicting Residential Building Flexibility Using Machine Learning Methods. CoRR (2024)
Qiuhua Huang, Linyuan Xia, Qianxia Li, Yixiong Xia
Evaluating the Attraction of Scenic Spots Based on Tourism Trajectory Entropy. Entropy 26 (7) (2024)
Ramij Raja Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang
Efficient learning of power grid voltage control strategies via model-based deep reinforcement learning. Mach. Learn. 113 (5) (2024)
Qiuhua Huang, Renke Huang, Tianzhixi Yin, Sohom Datta, Xueqing Sun, Z. Jason Hou, Jie Tan, Wenhao Yu, Yuan Liu, Xinya Li, Bruce Palmer, Ang Li, Xinda Ke, Marianna Vaiman, Song Wang, Yousu Chen
Toward Intelligent Emergency Control for Large-scale Power Systems: Convergence of Learning, Physics, Computing and Control. CoRR (2023)
Xueqing Sun, Sohom Datta, Z. Jason Hou, Xinya Li, Qiuhua Huang, Renke Huang, Yousu Chen
Smart Sampling-based Scenario Selection for Real Power System Data. ISGT (2023)
Renke Huang, Wei Gao, Rui Fan, Qiuhua Huang
A Guided Evolutionary Strategy Based-Static Var Compensator Control Approach for Interarea Oscillation Damping. IEEE Trans. Ind. Informatics 19 (3) (2023)
Sayak Mukherjee, Ramij Raja Hossain, Sheik M. Mohiuddin, Yuan Liu, Wei Du, Veronica Adetola, Rohit A Jinsiwale, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations. CoRR (2023)
Ramij Raja Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang
Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning. CoRR (2022)
Hao-Lun Hsu, Qiuhua Huang, Sehoon Ha
Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning. ICRA (2022)
Kaveri Mahapatra, Xiaoyuan Fan, Xinya Li, Yunzhi Huang, Qiuhua Huang
Physics Informed Reinforcement Learning for Power Grid Control using Augmented Random Search. HICSS (2022)
Sayak Mukherjee, Ramij Raja Hossain, Yuan Liu, Wei Du, Veronica Adetola, Sheik M. Mohiuddin, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning. CoRR (2022)
Yan Du, Qiuhua Huang, Renke Huang, Tianzhixi Yin, Jie Tan, Wenhao Yu, Xinya Li
Physics-informed Evolutionary Strategy based Control for Mitigating Delayed Voltage Recovery. CoRR (2021)
Tao Fu, Dexin Wang, Xiaoyuan Fan, Qiuhua Huang
Component Importance and Interdependence Analysis for Transmission, Distribution and Communication Systems. CoRR (2021)
Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij-Raja Hossain, Jochen L. Cremer
Learning to run a power network with trust. CoRR (2021)
Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang
Safe Reinforcement Learning for Grid Voltage Control. CoRR (2021)
Sayak Mukherjee, Renke Huang, Qiuhua Huang, Thanh Long Vu, Tianzhixi Yin
Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning. CoRR (2021)
Hao-Lun Hsu, Qiuhua Huang, Sehoon Ha
Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning. CoRR (2021)
Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang
Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems. CDC (2021)
Renke Huang, Yujiao Chen, Tianzhixi Yin, Qiuhua Huang, Jie Tan, Wenhao Yu, Xinya Li, Ang Li, Yan Du
Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning. CoRR (2021)
Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang
Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems. CoRR (2021)
Renke Huang, Yujiao Chen, Tianzhixi Yin, Xinya Li, Ang Li, Jie Tan, Qiuhua Huang
Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control. CoRR (2020)
Lei Fan, Chaoyue Zhao, Guangyuan Zhang, Qiuhua Huang
Flexibility Management in Economic Dispatch with Dynamic Automatic Generation Control. CoRR (2020)
Yuan Liu, Marcelo A. Elizondo, Suman Debnath, Jingfan Sun, Ahmad Tbaileh, Yuri V. Makarov, Qiuhua Huang, Mallikarjuna R. Vallem, Harold Kirkham, Nader A. Samaan
Hybrid EMT-TS Simulation Strategies to Study High Bandwidth MMC-Based HVdc Systems. CoRR (2020)
Qiuhua Huang, Renke Huang, Weituo Hao, Jie Tan, Rui Fan, Zhenyu Huang
Adaptive Power System Emergency Control Using Deep Reinforcement Learning. IEEE Trans. Smart Grid 11 (2) (2020)
Santosh Sharma, Qifeng Li, Qiuhua Huang, Ahmad Tbaileh
Achieving Disaster-Resilient Distribution Systems via Emergency Response Resources: A Practical Approach. CoRR (2020)
Soumya Kundu, Zhigang Chu, Yuan Liu, Yingying Tang, Qiuhua Huang, Daniel James, Yu Zhang, Pavel V. Etingov, David P. Chassin
A Nonlinear Regression Method for Composite Protection Modeling of Induction Motor Loads. ISGT (2020)
Thanh Long Vu, Sayak Mukherjee, Tim Yin, Renke Huang, Jie Tan, Qiuhua Huang
Safe Reinforcement Learning for Emergency LoadShedding of Power Systems. CoRR (2020)
Qianzhi Zhang, Kaveh Dehghanpour, Zhaoyu Wang, Qiuhua Huang
A Learning-Based Power Management Method for Networked Microgrids Under Incomplete Information. IEEE Trans. Smart Grid 11 (2) (2020)
Xiaoyuan Fan, Sinan Aksoy, Dexin Wang, Qiuhua Huang, James Ogle, Ahmad Tbaileh, Renke Huang
Automated Realistic Testbed Synthesis for Power System Communication Networks based on Graph Metrics. ISGT (2020)
Qiuhua Huang, Weituo Hao, Jie Tan, Rui Fan, Zhenyu Huang
Adaptive Power System Emergency Control using Deep Reinforcement Learning. CoRR (2019)
Yuan Liu, Zhigang Chu, Pavel V. Etingov, Yu Zhang, Yingying Tang, Qiuhua Huang, Soumya Kundu, Daniel James, David P. Chassin
Detailed Modeling of Residential End-Use Motor Load and Protection for Distribution System Transient Study. ISGT (2019)
Yousu Chen, Tianzhixi Yin, Renke Huang, Xiaoyuan Fan, Qiuhua Huang
Big Data Analytic for Cascading Failure Analysis. IEEE BigData (2019)
Soumya Kundu, Zhigang Chu, Yuan Liu, Yingying Tang, Qiuhua Huang, Daniel James, Yu Zhang, Pavel V. Etingov, David P. Chassin
A Nonlinear Regression Method for Composite Protection Modeling of Induction Motor Loads. CoRR (2019)
Yixuan Sun, Xiaoyuan Fan, Qiuhua Huang, Xinya Li, Renke Huang, Tianzhixi Yin, Guang Lin
Local Feature Sufficiency Exploration for Predicting Security-Constrained Generation Dispatch in Multi-area Power Systems. ICMLA (2018)
Yingying Tang, Soumya Kundu, Yu Zhang, Daniel James, Yuan Liu, Qiuhua Huang, Jian Zhang, Yulong Xie, Pavel V. Etingov, David P. Chassin
Generation of composite load protection profiles for reliable system operation. ISGT (2018)
Qiuhua Huang, Renke Huang, Bruce J. Palmer, Yuan Liu, Shuangshuang Jin, Ruisheng Diao, Yousu Chen, Yu Zhang
A Reference Implementation of WECC Composite Load Model in Matlab and GridPACK. CoRR (2017)
Qiuhua Huang, Renke Huang, Rui Fan, Jason Fuller, Trevor Hardy, Zhenyu (Henry) Huang, Vijay Vittal
A Comparative Study of Interface Techniques for Transmission and Distribution Dynamic Co-Simulation. CoRR (2017)
Qiuhua Huang, Vijay Vittal
Advanced EMT and Phasor-Domain Hybrid Simulation with Simulation Mode Switching Capability for Transmission and Distribution Systems. CoRR (2017)
Mike Zhou, Qiuhua Huang
InterPSS: A New Generation Power System Simulation Engine. CoRR (2017)
Qiuhua Huang, Linyuan Xia
Inspection of Spatial-Temporal Behavior of Backpackers in Beijing Based on Trajectory. Wirel. Pers. Commun. 87 (4) (2016)
Qiuhua Huang, Linyuan Xia, Dongjin Wu
An Enhanced Hybrid LBS and Its Prototype for Supporting Backpackers in Beijing. Wirel. Pers. Commun. 77 (1) (2014)