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ORCIDQiuhua Huang
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Journal Articles
- 2024
[j7]Qiuhua Huang
, Linyuan Xia, Qianxia Li, Yixiong Xia:
Evaluating the Attraction of Scenic Spots Based on Tourism Trajectory Entropy. Entropy 26(7): 607 (2024)- [j6]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): 2675-2700 (2024) - 2023
- [j5]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): 2596-2607 (2023) - 2020
- [j4]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): 1171-1182 (2020) - [j3]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): 1193-1204 (2020) - 2016
- [j2]Qiuhua Huang, Linyuan Xia:
Inspection of Spatial-Temporal Behavior of Backpackers in Beijing Based on Trajectory. Wirel. Pers. Commun. 87(4): 1337-1356 (2016) - 2014
- [j1]Qiuhua Huang, Linyuan Xia, Dongjin Wu:
An Enhanced Hybrid LBS and Its Prototype for Supporting Backpackers in Beijing. Wirel. Pers. Commun. 77(1): 433-448 (2014)
Conference and Workshop Papers
- 2023
- [c10]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: 1-5 - 2022
- [c9]Kaveri Mahapatra, Xiaoyuan Fan, Xinya Li, Yunzhi Huang, Qiuhua Huang:
Physics Informed Reinforcement Learning for Power Grid Control using Augmented Random Search. HICSS 2022: 1-10 - [c8]Hao-Lun Hsu, Qiuhua Huang, Sehoon Ha:
Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning. ICRA 2022: 5567-5573 - 2021
- [c7]Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang:
Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems. CDC 2021: 3652-3657 - 2020
- [c6]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: 1-5 - [c5]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: 1-5 - 2019
- [c4]Yousu Chen, Tianzhixi Yin, Renke Huang, Xiaoyuan Fan, Qiuhua Huang:
Big Data Analytic for Cascading Failure Analysis. IEEE BigData 2019: 1625-1630 - [c3]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: 1-5 - 2018
- [c2]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: 1283-1289 - [c1]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: 1-5
Informal and Other Publications
- 2024
- [i24]Patrick Salter, Qiuhua Huang, Paulo Cesar Tabares-Velasco:
Quantifying and Predicting Residential Building Flexibility Using Machine Learning Methods. CoRR abs/2403.01669 (2024) - 2023
- [i23]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 abs/2310.05021 (2023) - [i22]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 abs/2311.12264 (2023) - 2022
- [i21]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 abs/2212.02715 (2022) - [i20]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 abs/2212.08973 (2022) - 2021
- [i19]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 abs/2101.05317 (2021) - [i18]Tao Fu, Dexin Wang, Xiaoyuan Fan, Qiuhua Huang:
Component Importance and Interdependence Analysis for Transmission, Distribution and Communication Systems. CoRR abs/2101.07306 (2021) - [i17]Sayak Mukherjee, Renke Huang, Qiuhua Huang, Thanh Long Vu, Tianzhixi Yin:
Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning. CoRR abs/2102.00077 (2021) - [i16]Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang:
Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems. CoRR abs/2103.14186 (2021) - [i15]Hao-Lun Hsu, Qiuhua Huang, Sehoon Ha:
Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning. CoRR abs/2109.14325 (2021) - [i14]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 abs/2110.12908 (2021) - [i13]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 abs/2111.14352 (2021) - [i12]Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang:
Safe Reinforcement Learning for Grid Voltage Control. CoRR abs/2112.01484 (2021) - 2020
- [i11]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 abs/2002.01511 (2020) - [i10]Lei Fan, Chaoyue Zhao, Guangyuan Zhang, Qiuhua Huang:
Flexibility Management in Economic Dispatch with Dynamic Automatic Generation Control. CoRR abs/2006.03890 (2020) - [i9]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 abs/2006.12667 (2020) - [i8]Santosh Sharma, Qifeng Li, Qiuhua Huang, Ahmad Tbaileh:
Achieving Disaster-Resilient Distribution Systems via Emergency Response Resources: A Practical Approach. CoRR abs/2008.09539 (2020) - [i7]Thanh Long Vu, Sayak Mukherjee, Tim Yin, Renke Huang, Jie Tan, Qiuhua Huang:
Safe Reinforcement Learning for Emergency LoadShedding of Power Systems. CoRR abs/2011.09664 (2020) - 2019
- [i6]Qiuhua Huang, Weituo Hao, Jie Tan, Rui Fan, Zhenyu Huang:
Adaptive Power System Emergency Control using Deep Reinforcement Learning. CoRR abs/1903.03712 (2019) - [i5]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 abs/1912.07582 (2019) - 2017
- [i4]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 abs/1708.00939 (2017) - [i3]Qiuhua Huang, Renke Huang, Rui Fan, Jason C. Fuller, Trevor Hardy, Zhenyu (Henry) Huang, Vijay Vittal:
A Comparative Study of Interface Techniques for Transmission and Distribution Dynamic Co-Simulation. CoRR abs/1711.02736 (2017) - [i2]Mike Zhou, Qiuhua Huang:
InterPSS: A New Generation Power System Simulation Engine. CoRR abs/1711.10875 (2017) - [i1]Qiuhua Huang, Vijay Vittal:
Advanced EMT and Phasor-Domain Hybrid Simulation with Simulation Mode Switching Capability for Transmission and Distribution Systems. CoRR abs/1712.07612 (2017)
Coauthor Index
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