Ruisheng Diao

According to our database, Ruisheng Diao authored at least 22 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An Intelligent Parameter Identification Method of DFIG Systems Using Hybrid Particle Swarm Optimization and Reinforcement Learning.

Xuanchen Xiang, Ruisheng Diao, Shonda Bernadin, Simon Y. Foo, Fangyuan Sun, Ayodeji S. Ogundana

IEEE Access, 2024

2023

Prediction of EV Charging Load Using Two-Stage Time Series Decomposition and DeepBiLSTM Model.

Chenghan Li, Yipu Liao, Rongjia Sun, Ruisheng Diao, Ke Sun, Jian Liu, Lei Zhu, Yunpeng Jiang

IEEE Access, 2023

2022

Parameter Identification of SVG Using Multilayer Coarse-to-Fine Grid Searching and Particle Swarm Optimization.

Huimin Gao, Ruisheng Diao, Zhuo Huang, Yi Zhong, Yanfang Mao, Wenbin Tang

IEEE Access, 2022

2021

Imitation and Transfer Q-Learning-Based Parameter Identification for Composite Load Modeling.

Jian Xie, Zixiao Ma, Kaveh Dehghanpour, Zhaoyu Wang, Yishen Wang, Ruisheng Diao, Di Shi

IEEE Trans. Smart Grid, 2021

Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents.

Xiumin Shang, Jinping Yang, Bingquan Zhu, Lin Ye, Jing Zhang, Jianping Xu, Qin Lyu, Ruisheng Diao

CoRR, 2021

A HEM-Based Sensitivity Analysis Method for Fast Voltage Stability Assessment in Distribution Power Network.

Huimin Gao, Jianlin Chen, Ruisheng Diao, Jing Zhang

IEEE Access, 2021

2020

Rethink AI-based Power Grid Control: Diving Into Algorithm Design.

Xiren Zhou, Siqi Wang, Ruisheng Diao, Desong Bian, Jiahui Duan, Di Shi

CoRR, 2020

On Training Effective Reinforcement Learning Agents for Real-time Power Grid Operation and Control.

Ruisheng Diao, Di Shi, Bei Zhang, Siqi Wang, Haifeng Li, Chunlei Xu, Tu Lan, Desong Bian, Jiajun Duan

CoRR, 2020

Deriving Fast AC OPF Solutions via Proximal Policy Optimization for Secure and Economic Grid Operation.

Yuhao Zhou, Bei Zhang, Chunlei Xu, Tu Lan, Ruisheng Diao, Di Shi, Zhiwei Wang, Wei-Jen Lee

CoRR, 2020

Reinforcement Learning-Based Solution to Power Grid Planning and Operation Under Uncertainties.

Xiumin Shang, Lin Ye, Jing Zhang, Jingping Yang, Jianping Xu, Qin Lyu, Ruisheng Diao

Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020

Evaluating Load Models and Their Impacts on Power Transfer Limits.

Xinan Wang, Yishen Wang, Di Shi, Jianhui Wang, Siqi Wang, Ruisheng Diao, Zhiwei Wang

Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

2019

The Power Grid Library for Benchmarking AC Optimal Power Flow Algorithms.

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

CoRR, 2019

Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning.

Ruisheng Diao, Zhiwei Wang, Di Shi, Qianyun Chang, Jiajun Duan, Xiaohu Zhang

CoRR, 2019

An Integrated Online Dynamic Security Assessment System for Improved Situational Awareness and Economic Operation.

Haifeng Li, Ruisheng Diao, Xiaohu Zhang, Xi Lin, Xiao Lu, Di Shi, Zhiwei Wang, Lei Wang

IEEE Access, 2019

2017

Comparative Implementation of High Performance Computing for Power System Dynamic Simulations.

Shuangshuang Jin, Zhenyu Huang, Ruisheng Diao, Di Wu, Yousu Chen

IEEE Trans. Smart Grid, 2017

A Reference Implementation of WECC Composite Load Model in Matlab and GridPACK.

Qiuhua Huang, Renke Huang, Bruce J. Palmer, Yuan Liu, Shuangshuang Jin, Ruisheng Diao, Yousu Chen, Yu Zhang

CoRR, 2017

Decentralized Robust Control for Damping Inter-area Oscillations in Power Systems.

Jianming Lian, Shaobu Wang, Ruisheng Diao, Zhenyu Huang

CoRR, 2017

2016

GridPACK^TM: A framework for developing power grid simulations on high-performance computing platforms.

Bruce Palmer, William A. Perkins, Yousu Chen, Shuangshuang Jin, David Callahan, Kevin Glass, Ruisheng Diao, Mark Rice, Stephen Elbert, Mallikarjuna Vallem, Zhenyu Huang

Int. J. High Perform. Comput. Appl., 2016

Direct Methods to Estimate the Most Limiting Voltage Level and Thermal Violations in Coordinates of Power Transfers on Critical Transmission Paths.

Yuri V. Makarov, Da Meng, Bharat Vyakaranam, Ruisheng Diao, Bruce Palmer, Zhenyu Huang

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

2014

Modeling of Electric Water Heaters for Demand Response: A Baseline PDE Model.

Zhijie Xu, Ruisheng Diao, Shuai Lu, Jianming Lian, Yu Zhang

IEEE Trans. Smart Grid, 2014

2013

Towards more transmission asset utilization through real-time path rating.

Ruisheng Diao, Zhenyu Huang, Chunlian Jin, Bharat Vyakaranam, Shuangshuang Jin, Yuri V. Makarov

Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

2012

Predictive Dynamic Simulation for Large-Scale Power Systems through High-Performance Computing.

Zhenyu Huang, Shuangshuang Jin, Ruisheng Diao

Proceedings of the 2012 SC Companion: High Performance Computing, 2012