Aggregation Equivalence and Evaluation Method of Multiple Doubly-fed Wind Farms for Subsynchronous Oscillation Characteristics Analysis
DOI: 10.23977/jeeem.2024.070311 | Downloads: 5 | Views: 152
Author(s)
Siqi Lyu 1, Huadong Sun 1, Ruihua Song 1, Yalou Li 1, Zutao Xiang 1, Bin Han 1, Bixing Ren 2, Peipeng Zhou 1
Affiliation(s)
1 State Key Laboratory of Power Grid Safety (China Electric Power Research Institute), Beijing, 100192, China
2 State Grid Jiangsu Electric Power Co., Ltd., Research Institute, Nanjing, Jiangsu Province, 210096, China
Corresponding Author
Huadong SunABSTRACT
The problem of subsynchronous oscillation (SSO) caused by large-scale wind farm integration seriously poses a threat to the safe and stable operation of high-proportion renewable energy power systems. To reduce the order of the system model and improve the simulation efficiency, this paper puts forward an aggregation equivalence and evaluation method of multiple doubly-fed wind farms for SSO characteristics analysis. Firstly, an aggregation equivalence method for multiple doubly-fed wind farms is proposed. The main influencing factors in the SSO analysis are taken as the clustering objects, and the simulated annealing (SA) algorithm and fuzzy c-means (FCM) clustering algorithm are combined to quickly obtain the wind farm clustering sets and equivalent model parameters. Secondly, the evaluation index of the wind farm equivalent models is proposed. The optimal equivalent scheme is selected by comparing the impedance characteristic curves of the equivalent model with that of the detailed model. Finally, taking the actual project as an example, the effectiveness of the proposed method for SSO characteristics analysis is verified.
KEYWORDS
Aggregation Equivalence, Doubly-fed Wind Farm, Evaluation Index, Impedance Model, Subsynchronous Oscillation (SSO)CITE THIS PAPER
Siqi Lyu, Huadong Sun, Ruihua Song, Yalou Li, Zutao Xiang, Bin Han, Bixing Ren, Peipeng Zhou, Aggregation Equivalence and Evaluation Method of Multiple Doubly-fed Wind Farms for Subsynchronous Oscillation Characteristics Analysis. Journal of Electrotechnology, Electrical Engineering and Management (2024) Vol. 7: 82-89. DOI: http://dx.doi.org/10.23977/jeeem.2024.070311.
REFERENCES
[1] Sun, H.D., Xu T, Guo Q, Li Y.L, Lin W.F., Yi J and Li W.F., C.N. (2019). Analysis on blackout in great Britain power grid on august 9th, 2019 and its enlightenment to power grid in China. Proceedings of the CSEE, 39(21), 6183-6191.
[2] Xie X.R., He J.B., Mao H.Y., and Li H.Z., C.N. (2021). New issues and classification of power system stability with high shares of renewables and power electronics. Proceedings of the CSEE, 41 (02), 461-475.
[3] Liu F., Liu W., Wang H.D., Li Y., and Xu Y.Y., C.N. (2022). Review on oscillation mechanism and analysis methods of high proportion renewable energy power system. High Voltage Engineering, 48(01), 95-114.
[4] Dong W.K., Du W.J, and Wang H.F., C.N. (2021). Dynamic equivalent model of a grid-connected wind farm for oscillation stability analysis. Proceedings of the CSEE, 41(01), 75-87+399.
[5] Gu T.Y., Yang Q.J., Lin C.H., Liu M.S., Gu W., Wu H.W, Zhang Y., and Li Y.J., C.N. (2020). A wind farm equivalent modeling method based on single-machine equivalent modeling and selection modal analysis. Power System Protection and Control, 48(01), 102-111.
[6] Zhou P.P., Sun H.D., Xiang Z.T., Guo J.B., Liu M.S., and Zhang J., C.N. (2023). Research on model structures and modeling methods of renewable energy stations for large-scale power system simulation (III), electro-magnetic transient models. Proceedings of the CSEE, 43(08), 2990-3000.
[7] Zhu L., Wang B., Chen D., and Zhang J., C.N. (2018). Research on doubly-Fed wind farm polymerization based on similar coherency. Electric Power Construction, 39(07), 89-96.
[8] Tan S.C., C.N. (2023). Research on the influence of the aggregated equivalent of the direct-driven wind farm on the characteristics of the subsynchronous oscillation of grid-connected system. North China Electric Power University.
[9] Liu H.K., Xie X.R, Zhang C.Y., Li Y., Liu H. and Hu Y.H., C.N. (2017). Quantitative SSR analysis of series-compensated DFIG-based wind farms using aggregated RLC circuit model. IEEE Transactions on Power Systems, 32(01), 474-483.
[10] Chen F.H., Yang J.W., Liao Kai, and He Z.Y., C.N. (2017). Sub-synchronous control interaction analysis in doubly-fed induction generator based on frequency scanning. Power System Protection and Control, 45(24), 84-91.
[11] Bai L.Y., Hu S.Y. and Liu S.H., C.N. (2005). A Fuzzy clustering algorithm based on simulated annealing and genetic algorithm. Computer Engineering and Applications, 9, 56-58.
[12] Jia X.D., Li G.Y., Zhao C.Y., Xiao X.N., Han W.Q., and Guo Q, C.N. (2010). Study of the credibility evaluation method for the power system simulation. Proceedings of the CSEE, 30(19), 51-57.
[13] He R.M., C.N. (2002). Power system dynamics monitoring and management system. Automation of Electric Power Systems, 5, 1-4+59.
Downloads: | 3917 |
---|---|
Visits: | 161414 |
Sponsors, Associates, and Links
-
Power Systems Computation
-
Internet of Things (IoT) and Engineering Applications
-
Computing, Performance and Communication Systems
-
Journal of Artificial Intelligence Practice
-
Advances in Computer, Signals and Systems
-
Journal of Network Computing and Applications
-
Journal of Web Systems and Applications
-
Journal of Wireless Sensors and Sensor Networks
-
Journal of Image Processing Theory and Applications
-
Mobile Computing and Networking
-
Vehicle Power and Propulsion
-
Frontiers in Computer Vision and Pattern Recognition
-
Knowledge Discovery and Data Mining Letters
-
Big Data Analysis and Cloud Computing
-
Electrical Insulation and Dielectrics
-
Crypto and Information Security
-
Journal of Neural Information Processing
-
Collaborative and Social Computing
-
International Journal of Network and Communication Technology
-
File and Storage Technologies
-
Frontiers in Genetic and Evolutionary Computation
-
Optical Network Design and Modeling
-
Journal of Virtual Reality and Artificial Intelligence
-
Natural Language Processing and Speech Recognition
-
Journal of High-Voltage
-
Programming Languages and Operating Systems
-
Visual Communications and Image Processing
-
Journal of Systems Analysis and Integration
-
Knowledge Representation and Automated Reasoning
-
Review of Information Display Techniques
-
Data and Knowledge Engineering
-
Journal of Database Systems
-
Journal of Cluster and Grid Computing
-
Cloud and Service-Oriented Computing
-
Journal of Networking, Architecture and Storage
-
Journal of Software Engineering and Metrics
-
Visualization Techniques
-
Journal of Parallel and Distributed Processing
-
Journal of Modeling, Analysis and Simulation
-
Journal of Privacy, Trust and Security
-
Journal of Cognitive Informatics and Cognitive Computing
-
Lecture Notes on Wireless Networks and Communications
-
International Journal of Computer and Communications Security
-
Journal of Multimedia Techniques
-
Automation and Machine Learning
-
Computational Linguistics Letters
-
Journal of Computer Architecture and Design
-
Journal of Ubiquitous and Future Networks