Ruisheng Diao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 20

Top Topics

Parameter Identification

Reinforcement Learning

Computing Platform

Top Venues

IEEE Trans. Smart Grid

Publications

Xuanchen Xiang, Ruisheng Diao, Shonda Bernadin, Simon Y. Foo, Fangyuan Sun, Ayodeji S. Ogundana
An Intelligent Parameter Identification Method of DFIG Systems Using Hybrid Particle Swarm Optimization and Reinforcement Learning. IEEE Access 12 (2024)
Chenghan Li, Yipu Liao, Rongjia Sun, Ruisheng Diao, Ke Sun, Jian Liu, Lei Zhu, Yunpeng Jiang
Prediction of EV Charging Load Using Two-Stage Time Series Decomposition and DeepBiLSTM Model. IEEE Access 11 (2023)
Huimin Gao, Ruisheng Diao, Zhuo Huang, Yi Zhong, Yanfang Mao, Wenbin Tang
Parameter Identification of SVG Using Multilayer Coarse-to-Fine Grid Searching and Particle Swarm Optimization. IEEE Access 10 (2022)
Xiumin Shang, Jinping Yang, Bingquan Zhu, Lin Ye, Jing Zhang, Jianping Xu, Qin Lyu, Ruisheng Diao
Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents. CoRR (2021)
Jian Xie, Zixiao Ma, Kaveh Dehghanpour, Zhaoyu Wang, Yishen Wang, Ruisheng Diao, Di Shi
Imitation and Transfer Q-Learning-Based Parameter Identification for Composite Load Modeling. IEEE Trans. Smart Grid 12 (2) (2021)
Huimin Gao, Jianlin Chen, Ruisheng Diao, Jing Zhang
A HEM-Based Sensitivity Analysis Method for Fast Voltage Stability Assessment in Distribution Power Network. IEEE Access 9 (2021)
Yuhao Zhou, Bei Zhang, Chunlei Xu, Tu Lan, Ruisheng Diao, Di Shi, Zhiwei Wang, Wei-Jen Lee
Deriving Fast AC OPF Solutions via Proximal Policy Optimization for Secure and Economic Grid Operation. CoRR (2020)
Xiumin Shang, Lin Ye, Jing Zhang, Jingping Yang, Jianping Xu, Qin Lyu, Ruisheng Diao
Reinforcement Learning-Based Solution to Power Grid Planning and Operation Under Uncertainties. MLHPC/AI4S@SC (2020)
Ruisheng Diao, Di Shi, Bei Zhang, Siqi Wang, Haifeng Li, Chunlei Xu, Tu Lan, Desong Bian, Jiajun Duan
On Training Effective Reinforcement Learning Agents for Real-time Power Grid Operation and Control. CoRR (2020)
Xiren Zhou, Siqi Wang, Ruisheng Diao, Desong Bian, Jiahui Duan, Di Shi
Rethink AI-based Power Grid Control: Diving Into Algorithm Design. CoRR (2020)
Xinan Wang, Yishen Wang, Di Shi, Jianhui Wang, Siqi Wang, Ruisheng Diao, Zhiwei Wang
Evaluating Load Models and Their Impacts on Power Transfer Limits. ICCA (2020)
Xinan Wang, Yishen Wang, Di Shi, Jianhui Wang, Siqi Wang, Ruisheng Diao, Zhiwei Wang
Evaluating Load Models and Their Impacts on Power Transfer Limits. CoRR (2020)
Ruisheng Diao, Zhiwei Wang, Di Shi, Qianyun Chang, Jiajun Duan, Xiaohu Zhang
Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning. CoRR (2019)
Haifeng Li, Ruisheng Diao, Xiaohu Zhang, Xi Lin, Xiao Lu, Di Shi, Zhiwei Wang, Lei Wang
An Integrated Online Dynamic Security Assessment System for Improved Situational Awareness and Economic Operation. IEEE Access 7 (2019)
Sogol Babaeinejadsarookolaee, Adam B. Birchfield, Richard D. Christie, Carleton Coffrin, Christopher L. DeMarco, Ruisheng Diao, Michael Ferris, Stephane Fliscounakis, Scott Greene, Renke Huang, Cédric Josz, Roman Korab, Bernard C. Lesieutre, Jean Maeght, Daniel K. Molzahn, Thomas J. Overbye, Patrick Panciatici, Byungkwon Park, Jonathan Snodgrass, Ray Zimmerman
The Power Grid Library for Benchmarking AC Optimal Power Flow Algorithms. CoRR (2019)
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)
Shuangshuang Jin, Zhenyu Huang, Ruisheng Diao, Di Wu, Yousu Chen
Comparative Implementation of High Performance Computing for Power System Dynamic Simulations. IEEE Trans. Smart Grid 8 (3) (2017)
Jianming Lian, Shaobu Wang, Ruisheng Diao, Zhenyu Huang
Decentralized Robust Control for Damping Inter-area Oscillations in Power Systems. CoRR (2017)
Bruce Palmer, William A. Perkins, Yousu Chen, Shuangshuang Jin, David Callahan, Kevin Glass, Ruisheng Diao, Mark Rice, Stephen Elbert, Mallikarjuna Vallem, Zhenyu Huang
: A framework for developing power grid simulations on high-performance computing platforms. Int. J. High Perform. Comput. Appl. 30 (2) (2016)
Yuri V. Makarov, Da Meng, Bharat Vyakaranam, Ruisheng Diao, Bruce Palmer, Zhenyu Huang
Direct Methods to Estimate the Most Limiting Voltage Level and Thermal Violations in Coordinates of Power Transfers on Critical Transmission Paths. HICSS (2016)
Zhijie Xu, Ruisheng Diao, Shuai Lu, Jianming Lian, Yu Zhang
Modeling of Electric Water Heaters for Demand Response: A Baseline PDE Model. IEEE Trans. Smart Grid 5 (5) (2014)
Bruce Palmer, William A. Perkins, Yousu Chen, Shuangshuang Jin, David Callahan, Kevin Glass, Ruisheng Diao, Mark Rice, Stephen Elbert, Mallikarjuna Vallem, Zhenyu (Henry) Huang
: a framework for developing power grid simulations on high performance computing platforms. WOLFHPC@SC (2014)
Ruisheng Diao, Zhenyu Huang, Chunlian Jin, Bharat Vyakaranam, Shuangshuang Jin, Yuri V. Makarov
Towards more transmission asset utilization through real-time path rating. SmartGridComm (2013)
Zhenyu Huang, Shuangshuang Jin, Ruisheng Diao
Predictive Dynamic Simulation for Large-Scale Power Systems through High-Performance Computing. SC Companion (2012)