Yuan Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Nonlinear Regression

Efficient Learning

Behavioural Cloning

Top Venues

Publications

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)
Huifen Zhou, Z. Jason Hou, Yuan Liu, Pavel V. Etingov
Weather and Random Forest-based Load Profiling Approximation Models and Their Transferability across Climate Zones. HICSS (2021)
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)
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)
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)
Huifen Zhou, Zhangshuan Hou, Pavel V. Etingov, Yuan Liu
Machine Learning of Commercial and Residential Load Components in the Northwestern United States. e-Energy (2019)
Indrasis Chakraborty, Soumya Kundu, Yuan Liu, Pavel V. Etingov
Cross-Categorical Transfer Learning based Composite Load Protection Modeling. e-Energy (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)
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)