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

被引:18
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
[1]   MPPT control of wind generation systems based on estimated wind speed using SVR [J].
Abo-Khalil, Ahmed G. ;
Lee, Dong-Choon .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (03) :1489-1490
[2]   Analysis of the PV system sizing and economic feasibility study in a grid-connected PV system [J].
Abo-Khalil, Ahmed G. ;
Sayed, Khairy ;
Radwan, Ali ;
El-Sharkawy, Ibrahim I. A. .
CASE STUDIES IN THERMAL ENGINEERING, 2023, 45
[3]   Optimized Control for PMSG Wind Turbine Systems under Unbalanced and Distorted Grid Voltage Scenarios [J].
Abo-Khalil, Ahmed G. ;
Alobaid, Mohammad .
SUSTAINABILITY, 2023, 15 (12)
[4]   Modeling and control of unbalanced and distorted grid voltage of grid-connected DFIG wind turbine [J].
Abo-Khalil, Ahmed G. ;
Alharbi, Walied ;
Al-Qawasmi, Abdel-Rahman ;
Alobaid, Mohammad ;
Alarifi, Ibrahem .
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2021, 31 (05)
[5]  
Abo-Khalil AG, 2012, IEEE IND ELEC, P3475, DOI 10.1109/IECON.2012.6389341
[6]  
Anderson P.M., 2002, Power system control and stability, V2nd
[7]  
Brandtstaedter H., 2018, proceedings of the 2018 Petroleum and Chemical Industry Conference Europe (PCIC Europe), P1, DOI [DOI 10.23919/PCICEUROPE.2018.8491413, 10.23919/pciceurope.2018.8491413]
[8]   Digital Behavioral Twins for Safe Connected Cars [J].
Chen, Ximing ;
Kang, Eunsuk ;
Shiraishi, Shinichi ;
Preciado, Victor M. ;
Jiang, Zhihao .
21ST ACM/IEEE INTERNATIONAL CONFERENCE ON MODEL DRIVEN ENGINEERING LANGUAGES AND SYSTEMS (MODELS 2018), 2018, :144-153
[9]   Small-signal stability analysis in smart grids: An approach based on distributed decision trees [J].
da Cunha, Guilherme L. ;
Fernandes, Ricardo A. S. ;
Fernandes, Tatiane Cristina C. .
ELECTRIC POWER SYSTEMS RESEARCH, 2022, 203
[10]  
David J, 2018, IEEE INTL CONF IND I, P529, DOI 10.1109/INDIN.2018.8472083