Voltage stability assessment using fast non-dominated sorting algorithm
Evaluación de la estabilidad de tensión utilizando algoritmos de ordenamiento no dominados
DOI:
https://doi.org/10.15446/dyna.v86n208.62957Palabras clave:
crowding distance, multiobjective optimization, non-dominated sorting, Pareto front, steady-state stability, voltage stability, vulnerability region. (en)distancia de apilamiento, optimización multiobjetivo, ordenamiento no dominado, frente de Pareto, estabilidad de estado estacionario, estabilidad de tensión, región de vulnerabilidad. (es)
Descargas
This paper presents a method to calculate multiple voltage stability limits (VSLs), voltage stability margins (VSMs), and voltage stability curves (VSCs). A multiobjective metaheuristic algorithm was used to change real and reactive powers of loads and generators and perform contingencies of the network elements. The maximum values of real and reactive powers were selected using fast non-dominated sorting and crowding distance techniques, combined with a conventional power flow (PF), and referred to in this paper as NSPF. The results show that the method can select and assess multiple maximum real and reactive powers allowed for a bus, an area, or the power system and that it can consider changes in load, generation, and contingencies. Results were validated using the PF and continuation power flow methods. The method finds a large number of VSCs in less time than the conventional methods and estimates multiple VSLs and VSMs.
Referencias
Hughes, F.M. Power System Control and Stability. Electron Power 1977;23:739. doi:10.1049/ep.1977.0418.
Kundur, P., Paserba, J., Ajjarapu, V., Andersson, G., Bose, A., Canizares, C., et al. Definition and classification of power system stability, IEEE Transactions on Power Systems, 19 (3), pp. 1387–401, 2004. http://dx.doi.org/10.1109/TPWRS.2004.825981
Candelo, J. E., Caicedo, G., and Castro, F. Métodos para el Estudio de la Estabilidad de Voltaje en Sistemas de Potencia, Información Tecnólogica, 19 (5), pp. 97–110, 2008. http://dx.doi.org/10.4067/S0718-07642008000500011
Morison, G. K., Gao, B., and Kundur, P. Voltage stability analysis using static and dynamic approaches, IEEE Transactions on Power Systems, 8 (3), pp. 1159–1171, 1993. http://dx.doi.org/10.1109/59.260881
Ajjarapu, V., and Christy, C. The continuation power flow: A tool for steady state voltage stability analysis, IEEE Transaction on Power Systems, 7 (1), pp. 416–423, 1992. http://dx.doi.org/10.1109/59.141737
Hsiao-Dong, Chiang, Cheng-Shan, Wang, and Flueck, A. J. Look-ahead voltage and load margin contingency selection functions for large-scale power systems, IEEE Transactions on Power Systems, 12 (1), pp. 173–180, 1997. http://dx.doi.org/10.1109/59.574937
Nagao T, Tanaka K, and Takenaka K. Development of static and simulation programs for voltage stability studies of bulk power system, IEEE Transactions on Power Systems, 12 (1), pp. 273–281, 1997. http://dx.doi.org/10.1109/59.574948
Feng Z, Ajjarapu V, and Maratukulam DJ. A practical minimum load shedding strategy to mitigate voltage collapse, IEEE Transactions on Power Systems, 13 (4), pp. 1285–1290, 1998. http://dx.doi.org/10.1109/59.736266
Mori, B., and Kojima, T. Hybrid continuation power flow with linear-nonlinear predictor, International Conference on Power System Technology (PowerCon), 2004, pp. 969–974. http://dx.doi.org/10.1109/ICPST.2004.1460134
Sobierajski, M., and Fulczyk, M. Use of P-Q curve with rectangular probability distribution of bus load in voltage stability study, IEEE Power Systems Conference and Exposition (PES), 2004, pp. 447–453. http://dx.doi.org/10.1109/PSCE.2004.1397495
Zhang. X. P., Ju, P., and Handschin, E. Continuation Three-Phase Power Flow: A Tool for Voltage Stability Analysis of Unbalanced Three-Phase Power Systems, IEEE Transactions on Power Systems, 20 (3), pp. 1320–1329, 2005. http://dx.doi.org/10.1109/TPWRS.2005.851950
Parniani, M., Chow, J., Vanfretti, L., Bhargava, B., and Salazar, A. Voltage Stability Analysis of a Multiple-Infeed Load Center Using Phasor Measurement Data, IEEE Power Systems Conference and Exposition (PES), 2006, pp. 1299–1305. http://dx.doi.org/10.1109/PSCE.2006.296493
Lee, C. Y., Tsai, S. H., and Wu, Y. K. A new approach to the assessment of steady-state voltage stability margins using the P–Q–V curve. International Journal of Electrical Power and Energy Systems, 32 (10) , pp. 1091–1098, 2010. http://dx.doi.org/10.1016/j.ijepes.2010.06.005.
Prabhakar, P., and Kumar, A. Performance evaluation of voltage stability index to assess steady state voltage collapse, 6th IEEE Power India International Conference, 2014, pp. 1–6. http://dx.doi.org/10.1109/POWERI.2014.7117774
Alizadeh Mousavi O., and Cherkaoui, R. Investigation of P–V and V–Q based optimization methods for voltage and reactive power analysis, International Journal of Electrical Power and Energy Systems, 63, pp. 769–778, 2014. http://dx.doi.org/10.1016/j.ijepes.2014.06.060
Gnanambal, K., and Babulal, C. K. Maximum loadability limit of power system using hybrid differential evolution with particle swarm optimization, International Journal of Electrical Power and Energy Systems, 43 (1), pp. 150–155, 2012. http://dx.doi.org/10.1016/j.ijepes.2012.04.033
University of Washington, Electrical Engineering, Power Systems Test Case Archive: 14 Bus Power Flow Test Case, http:// http://www2.ee.washington.edu/research/pstca/
Candelo-Becerra, J. E., and Hernández-Riaño, H. Distributed Generation Placement in Radial Distribution Networks using a Bat-inspired Algorithm, DYNA, 82, pp. 60–67, 2015. http://dx.doi.org/10.15446/dyna.v82n192.48573
Candelo-Becerra, J. E. , Hernández-Riaño, H. E., and Santander-Mercado, A. R. Comparison of multiobjective harmony search, cuckoo search and bat-inspired algorithms for renewable distributed generation placement, Tecno Lógicas, 18 (35), pp. 105–116, 2015.
Tan. W. S., Hassan, M. Y., Majid, M.S., and Abdul Rahman, H. Optimal distributed renewable generation planning: A review of different approaches, Renewable and Sustainable Energy Reviews, 18, pp. 626–645, 2013. http://dx.doi.org/10.1016/j.rser.2012.10.039
Jin Y, and Sendhoff B. Pareto-based multiobjective machine learning: An overview and case studies. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 38 (3), pp. 397–415, 2008. http://dx.doi.org/10.1109/TSMCC.2008.919172
Caramia M, and Dell’Olmo P. Multi-objective Optimization. Multi-objective Manag. Freight Logist., London: Springer London; 2008, p. 11–36.
Deb K, Pratap A, Agarwal S, and Meyarivan T. A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II, IEEE Transactions on Evolutionary Computation, 6 (2), pp. 182–97, 2002. http://dx.doi.org/10.1109/4235.996017
Cómo citar
IEEE
ACM
ACS
APA
ABNT
Chicago
Harvard
MLA
Turabian
Vancouver
Descargar cita
CrossRef Cited-by
1. Hao Hu, Liping Zhang. (2022). Construction of Automatic Acquisition System for Multichannel Electronic Communication Signals Based on Sorting Optimization Algorithm. Mobile Information Systems, 2022, p.1. https://doi.org/10.1155/2022/2385191.
2. Samson Ademola Adegoke, Yanxia Sun. (2023). Power system optimization approach to mitigate voltage instability issues: A review. Cogent Engineering, 10(1) https://doi.org/10.1080/23311916.2022.2153416.
3. Oscar Danilo Montoya, Walter Gil-González, Andrés Arias-Londoño, Arul Rajagopalan, Jesus C. Hernández. (2020). Voltage Stability Analysis in Medium-Voltage Distribution Networks Using a Second-Order Cone Approximation. Energies, 13(21), p.5717. https://doi.org/10.3390/en13215717.
Dimensions
PlumX
Visitas a la página del resumen del artículo
Descargas
Licencia
Derechos de autor 2019 DYNA

Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0.
El autor o autores de un artículo aceptado para publicación en cualquiera de las revistas editadas por la facultad de Minas cederán la totalidad de los derechos patrimoniales a la Universidad Nacional de Colombia de manera gratuita, dentro de los cuáles se incluyen: el derecho a editar, publicar, reproducir y distribuir tanto en medios impresos como digitales, además de incluir en artículo en índices internacionales y/o bases de datos, de igual manera, se faculta a la editorial para utilizar las imágenes, tablas y/o cualquier material gráfico presentado en el artículo para el diseño de carátulas o posters de la misma revista.




