Qiuhua Huang - RankMe

47 papers A* 1C 2Journal 35Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Meta-Strategy Framework With Deep Reinforcement Learning for Damping Interarea Oscillation via High-Voltage DC Transmission. IEEE Trans. Ind. Informatics Wei Gao, Rui Fan, Qiuhua Huang, Yushuai Li, David Wenzhong Gao
2025	—	`conf`	Poster Abstract: Economic Feasibility of IoT-Based Controls in Low-Income Residential Buildings. BuildSys Avia Anwar, Umut Mete Saka, Sowndarya Krishnan Navaneetha Kannan, Daniel Safronov, Patrick Salter, Karlyle Munz, Gabe Fierro, Paulo Cesar Tabares-Velasco, Qiuhua Huang
2025	J	`jnl`	Resilient Control of Networked Microgrids Using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations. IEEE Trans. Smart Grid Sayak Mukherjee, Ramij Raja Hossain, Sheik M. Mohiuddin, Yuan Liu, Wei Du, Veronica Adetola, Rohit A Jinsiwale, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
2024	C	`conf`	A Hybrid CNN-LSTM-Attention Deep Learning Model for Forecasting Time-Series Electric Vehicles Fast Charging Loads at Public Stations. IAS Asmaa Romia, Qiuhua Huang
2024	J	`jnl`	Differential Predictive Control of Residential Building HVACs for Maximizing Renewable Local Consumption and Supporting Fast Voltage Control. CoRR Patrick Salter, Celina Wilkerson, Qiuhua Huang, Paulo Cesar Tabares-Velasco, Dongbo Zhao, Dmitry Ishchenko
2024	J	`jnl`	Efficient learning of power grid voltage control strategies via model-based deep reinforcement learning. Mach. Learn. Ramij Raja Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang
2024	J	`jnl`	Evaluating the Attraction of Scenic Spots Based on Tourism Trajectory Entropy. Entropy Qiuhua Huang, Linyuan Xia, Qianxia Li, Yixiong Xia
2024	J	`jnl`	Quantifying and Predicting Residential Building Flexibility Using Machine Learning Methods. CoRR Patrick Salter, Qiuhua Huang, Paulo Cesar Tabares-Velasco
2024	J	`jnl`	Transmission Line Outage Probability Prediction Under Extreme Events Using Peter-Clark Bayesian Structural Learning. CoRR Xiaolin Chen, Qiuhua Huang, Yuqi Zhou
2023	J	`jnl`	A Guided Evolutionary Strategy Based-Static Var Compensator Control Approach for Interarea Oscillation Damping. IEEE Trans. Ind. Informatics Renke Huang, Wei Gao, Rui Fan, Qiuhua Huang
2023	J	`jnl`	Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations. CoRR Sayak Mukherjee, Ramij Raja Hossain, Sheik M. Mohiuddin, Yuan Liu, Wei Du, Veronica Adetola, Rohit A Jinsiwale, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
2023	—	`conf`	Smart Sampling-based Scenario Selection for Real Power System Data. ISGT Xueqing Sun, Sohom Datta, Z. Jason Hou, Xinya Li, Qiuhua Huang, Renke Huang, Yousu Chen
2023	J	`jnl`	Toward Intelligent Emergency Control for Large-scale Power Systems: Convergence of Learning, Physics, Computing and Control. CoRR 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
2022	J	`jnl`	Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning. CoRR Ramij Raja Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang
2022	J	`jnl`	Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning. CoRR Sayak Mukherjee, Ramij Raja Hossain, Yuan Liu, Wei Du, Veronica Adetola, Sheik M. Mohiuddin, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
2022	A*	`conf`	Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning. ICRA Hao-Lun Hsu, Qiuhua Huang, Sehoon Ha
2022	—	`conf`	Physics Informed Reinforcement Learning for Power Grid Control using Augmented Random Search. HICSS Kaveri Mahapatra, Xiaoyuan Fan, Xinya Li, Yunzhi Huang, Qiuhua Huang
2021	—	`conf`	Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems. CDC Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang
2021	J	`jnl`	Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems. CoRR Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang
2021	J	`jnl`	Component Importance and Interdependence Analysis for Transmission, Distribution and Communication Systems. CoRR Tao Fu, Dexin Wang, Xiaoyuan Fan, Qiuhua Huang
2021	J	`jnl`	Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning. CoRR Hao-Lun Hsu, Qiuhua Huang, Sehoon Ha
2021	J	`jnl`	Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning. CoRR Renke Huang, Yujiao Chen, Tianzhixi Yin, Qiuhua Huang, Jie Tan, Wenhao Yu, Xinya Li, Ang Li, Yan Du
2021	J	`jnl`	Learning to run a power network with trust. CoRR Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij Raja Hossain, Jochen L. Cremer
2021	J	`jnl`	Physics-informed Evolutionary Strategy based Control for Mitigating Delayed Voltage Recovery. CoRR Yan Du, Qiuhua Huang, Renke Huang, Tianzhixi Yin, Jie Tan, Wenhao Yu, Xinya Li
2021	J	`jnl`	Safe Reinforcement Learning for Grid Voltage Control. CoRR Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang
2021	J	`jnl`	Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning. CoRR Sayak Mukherjee, Renke Huang, Qiuhua Huang, Thanh Long Vu, Tianzhixi Yin
2020	J	`jnl`	A Learning-Based Power Management Method for Networked Microgrids Under Incomplete Information. IEEE Trans. Smart Grid Qianzhi Zhang, Kaveh Dehghanpour, Zhaoyu Wang, Qiuhua Huang
2020	—	`conf`	A Nonlinear Regression Method for Composite Protection Modeling of Induction Motor Loads. ISGT Soumya Kundu, Zhigang Chu, Yuan Liu, Yingying Tang, Qiuhua Huang, Daniel James, Yu Zhang, Pavel V. Etingov, David P. Chassin
2020	J	`jnl`	Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control. CoRR Renke Huang, Yujiao Chen, Tianzhixi Yin, Xinya Li, Ang Li, Jie Tan, Qiuhua Huang
2020	J	`jnl`	Achieving Disaster-Resilient Distribution Systems via Emergency Response Resources: A Practical Approach. CoRR Santosh Sharma, Qifeng Li, Qiuhua Huang, Ahmad Tbaileh
2020	J	`jnl`	Adaptive Power System Emergency Control Using Deep Reinforcement Learning. IEEE Trans. Smart Grid Qiuhua Huang, Renke Huang, Weituo Hao, Jie Tan, Rui Fan, Zhenyu Huang
2020	—	`conf`	Automated Realistic Testbed Synthesis for Power System Communication Networks based on Graph Metrics. ISGT Xiaoyuan Fan, Sinan G. Aksoy, Dexin Wang, Qiuhua Huang, James Ogle, Ahmad Tbaileh, Renke Huang
2020	J	`jnl`	Flexibility Management in Economic Dispatch with Dynamic Automatic Generation Control. CoRR Lei Fan, Chaoyue Zhao, Guangyuan Zhang, Qiuhua Huang
2020	J	`jnl`	Hybrid EMT-TS Simulation Strategies to Study High Bandwidth MMC-Based HVdc Systems. CoRR Yuan Liu, Marcelo A. Elizondo, Suman Debnath, Jingfan Sun, Ahmad Tbaileh, Yuri V. Makarov, Qiuhua Huang, Mallikarjuna R. Vallem, Harold Kirkham, Nader A. Samaan
2020	J	`jnl`	Safe Reinforcement Learning for Emergency LoadShedding of Power Systems. CoRR Thanh Long Vu, Sayak Mukherjee, Tim Yin, Renke Huang, Jie Tan, Qiuhua Huang
2019	J	`jnl`	A Nonlinear Regression Method for Composite Protection Modeling of Induction Motor Loads. CoRR Soumya Kundu, Zhigang Chu, Yuan Liu, Yingying Tang, Qiuhua Huang, Daniel James, Yu Zhang, Pavel V. Etingov, David P. Chassin
2019	J	`jnl`	Adaptive Power System Emergency Control using Deep Reinforcement Learning. CoRR Qiuhua Huang, Weituo Hao, Jie Tan, Rui Fan, Zhenyu Huang
2019	—	`conf`	Big Data Analytic for Cascading Failure Analysis. IEEE BigData Yousu Chen, Tianzhixi Yin, Renke Huang, Xiaoyuan Fan, Qiuhua Huang
2019	—	`conf`	Detailed Modeling of Residential End-Use Motor Load and Protection for Distribution System Transient Study. ISGT Yuan Liu, Zhigang Chu, Pavel V. Etingov, Yu Zhang, Yingying Tang, Qiuhua Huang, Soumya Kundu, Daniel James, David P. Chassin
2018	—	`conf`	Generation of composite load protection profiles for reliable system operation. ISGT Yingying Tang, Soumya Kundu, Yu Zhang, Daniel James, Yuan Liu, Qiuhua Huang, Jian Zhang, Yulong Xie, Pavel V. Etingov, David P. Chassin
2018	C	`conf`	Local Feature Sufficiency Exploration for Predicting Security-Constrained Generation Dispatch in Multi-area Power Systems. ICMLA Yixuan Sun, Xiaoyuan Fan, Qiuhua Huang, Xinya Li, Renke Huang, Tianzhixi Yin, Guang Lin
2017	J	`jnl`	A Comparative Study of Interface Techniques for Transmission and Distribution Dynamic Co-Simulation. CoRR Qiuhua Huang, Renke Huang, Rui Fan, Jason C. Fuller, Trevor Hardy, Zhenyu (Henry) Huang, Vijay Vittal
2017	J	`jnl`	A Reference Implementation of WECC Composite Load Model in Matlab and GridPACK. CoRR Qiuhua Huang, Renke Huang, Bruce J. Palmer, Yuan Liu, Shuangshuang Jin, Ruisheng Diao, Yousu Chen, Yu Zhang
2017	J	`jnl`	Advanced EMT and Phasor-Domain Hybrid Simulation with Simulation Mode Switching Capability for Transmission and Distribution Systems. CoRR Qiuhua Huang, Vijay Vittal
2017	J	`jnl`	InterPSS: A New Generation Power System Simulation Engine. CoRR Mike Zhou, Qiuhua Huang
2016	J	`jnl`	Inspection of Spatial-Temporal Behavior of Backpackers in Beijing Based on Trajectory. Wirel. Pers. Commun. Qiuhua Huang, Linyuan Xia
2014	J	`jnl`	An Enhanced Hybrid LBS and Its Prototype for Supporting Backpackers in Beijing. Wirel. Pers. Commun. Qiuhua Huang, Linyuan Xia, Dongjin Wu