Digital twin real-time hybrid simulation platform for power system stability

被引:17
作者
Abo-Khalil, Ahmed G. [1 ,2 ]
机构
[1] Univ Sharjah, Coll Engn, Sustainable & Renewable Energy Engn Dept, Sharjah, U Arab Emirates
[2] Assiut Univ, Coll Engn, Dept Elect Engn, Assiut 71515, Egypt
关键词
Electric power system stability - Power transformers - Reliability analysis - Risk assessment - Risk management - Simulation platform;
D O I
10.1016/j.csite.2023.103237
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper offers a comprehensive exploration of the application of digital twin technology for power system stability. Leveraging both physics-based and data-driven modeling techniques, we propose a novel digital twin framework that provides high fidelity simulations of power systems. Several case studies, including voltage stability assessment, dynamic stability analysis, predictive maintenance of power transformers, and renewable energy integration optimization, substantiate the efficacy of the framework under different real-world operating conditions. Our research conclusively indicates that the digital twin framework significantly enhances prediction accuracy, accelerates analysis speed, improves system reliability, and aids in efficient risk management in power systems. As a significant outcome, the framework has demonstrated its potential to revolutionize power system management and operations by facilitating predictive maintenance and efficient renewable energy integration. The paper concludes by emphasizing that strategic partnerships between academia and industry, robust cybersecurity measures, and the development of comprehensive standards and guidelines are key to unlocking the full potential of digital twin technology in power systems.
引用
收藏
页数:10
相关论文
共 35 条
[31]   SoC-Based Droop Coefficients Stability Region Analysis of the Battery for Stand-Alone Supply Systems With Constant Power Loads [J].
Wang, Rui ;
Sun, Qiuye ;
Hu, Wei ;
Li, Yushuai ;
Ma, Dazhong ;
Wang, Peng .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2021, 36 (07) :7866-7879
[32]   Small-Signal Stability Analysis of Three-Phase AC Systems in the Presence of Constant Power Loads Based on Measured d-q Frame Impedances [J].
Wen, Bo ;
Boroyevich, Dushan ;
Burgos, Rolando ;
Mattavelli, Paolo ;
Shen, Zhiyu .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2015, 30 (10) :5952-5963
[33]   A Digital-Twin-Assisted Fault Diagnosis Using Deep Transfer Learning [J].
Xu, Yan ;
Sun, Yanming ;
Liu, Xiaolong ;
Zheng, Yonghua .
IEEE ACCESS, 2019, 7 :19990-19999
[34]   Power System Dynamic State Estimation: Motivations, Definitions, Methodologies, and Future Work [J].
Zhao, Junbo ;
Gomez-Exposito, Antonio ;
Netto, Marcos ;
Mili, Lamine ;
Abur, Ali ;
Terzija, Vladimir ;
Kamwa, Innocent ;
Pal, Bikash ;
Singh, Abhinav Kumar ;
Qi, Junjian ;
Huang, Zhenyu ;
Meliopoulos, A. P. Sakis .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (04) :3188-3198
[35]   An application framework of digital twin and its case study [J].
Zheng, Yu ;
Yang, Sen ;
Cheng, Huanchong .
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2019, 10 (03) :1141-1153