A Literature Review of Optimal Generation Start-Up Methodologies for Power System Restoration considering Conventional and Non-Conventional Renewable Energy Sources

Authors

  • Ricardo Andrés Pardo Universidad de Antioquia
  • Jesus Maria Lopez-Lezama Universidad de Antioquia

DOI:

https://doi.org/10.22395/rium.v19n36a9

Keywords:

generation, optimization, optimal sequence, power system, renewable no conventiona, restoring

Abstract

After a large-scale blackout power system restoration must be accomplished as soon as possible. For this, the generation must be initially restored, then the transmission system, and finally the load pick up must be completed. To obtain a faster restoration process, it is necessary to establish start-up methodologies for generating units that first start those units that provide black start, and then take the starting power to other generation units without this characteristic, by means of a feasible transmission route. This paper presents a review of different methodologies of optimal generation start-up for power system restoration reported in the scientific literature taking into account the integration of non-conventional renewable energy sources. Within this review it is highlighted that heuristic methods, despite of being effective, are not used in real-time operation due to their high computational cost.

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Author Biographies

Ricardo Andrés Pardo, Universidad de Antioquia

Estudiante de Maestría en Ingeniería, Grupo de Investigación en Manejo Eficiente de la Energía (Gimel), Departamento de Ingeniería Eléctrica, Universidad de Antioquia. Medellín, Colombia.

Jesus Maria Lopez-Lezama, Universidad de Antioquia

Profesor del Departamento de Ingeniería Eléctrica, Grupo de Investigación en Manejo Eficiente de la Energía (Gimel), Universidad de Antioquia. Medellín, Colombia

References

[1] Y.-L. Yuan-Kang, “Literature Review of Power System Blackoutsâ€, Energy Procedia, vol. 141, pp. 428–431, 2017.

[2] O. P. Veloza y F. Santamaria, “Analysis of major blackouts from 2003 to 2015 : Classi fi cation of incidents and review of main causesâ€, Electr. J., vol. 29, núm. 7, pp. 42–49, 2016.

[3] R. F. Chu y A. T. Holen, “Generation Capability Dispatch for Bulk Power System Restoration â€:, IEEE Trans. Power Syst., vol. 8, núm. 1, pp. 316–325, 1993.

[4] M. Shahidehpour y M. Eremia, “Chap4-Wind Power Generationâ€, Handb. Electr. POWER Syst. Dyn. Model. Stab. Control, pp. 173–194, 2013.

[5] L. Che, M. Khodayar, y M. Shahidehpour, “Only connect: Microgrids for distribution system restorationâ€, IEEE Power Energy Mag., vol. 12, núm. 1, pp. 70–81, 2014.

[6] M. Socha, “Metodología técnico-pedagógica para el entrenamiento de operadores en la tarea de restablecimiento de la operación del sistema de potenciaâ€, 2010.

[7] D. Lindenmeyer, H. W. Dommel, y M. M. Adibi, “Power system restoration - a bibliographical surveyâ€, Int. J. Electr. Power Energy Syst., vol. 23, núm. 3, pp. 219–227, 2001.

[8] XM, “Despacho de Genraciónâ€, 2018. [En línea]. Disponible en: https://www.xm.com.co/Paginas/Generacion/despacho.aspx. [Consultado: 07-oct-2018].

[9] W. Sun, S. Member, C. Liu, S. Liu, y A. B. S. Resources, “Black Start Capability Assessment in Power System Restorationâ€, 2011 IEEE Power Energy Soc. Gen. Meet., pp. 1–7, 2011.

[10] C. Mario y C. Posada, “Modelo de optimización para las plantas térmicas de generación de ciclo combinado en el despacho económicoâ€, Potencia, núm. September, 2009.

[11] T. A. Ogden Araya, “Métodos De Identificación Y Predicción De Rampas En Sistemas Eléctricos Con Generación Intermitenteâ€, p. 100, 2015.

[12] A. M. El-zonkoly, “Renewable energy sources for complete optimal power system black-start restorationâ€, núm. June 2014, pp. 531–539, 2015.

[13] A. El-Zonkoy, “Electrical Power and Energy Systems Power system single step restoration incorporating cold load pickup aided by distributed generationâ€, Int. J. Electr. Power Energy Syst., vol. 35, núm. 1, pp. 186–193, 2012.

[14] V. Quaschning, “Wind Power Systems – Electricity from Thin Airâ€, en Renewable Energy and Climate Change, 2010, pp. 165–190.

[15] A. E. M. O. (AEMO), “http://www.climateplus.info/2016/01/04/where-the-wind-blows/â€, 2019. .

[16] G. M. Masters, “The solar resourceâ€, en Renewable and Efficient Electric Power Systems, 2004, pp. 385–443.

[17] A. J. Stowarzyszenie ElektrykoÌw Polskich. y J. Leicht, “Przeglad elektrotechniczny Electrical reviewâ€, PrzeglÄ…d Elektrotechniczny, 2015. [En línea]. Disponible en: http://www.editores-srl.com.ar/revistas/ie/296/electrotecnica_estudio_de_un_sistema_de_distribucion. [Consultado: 12-oct-2018].

[18] California ISO (CAISO), http://www.caiso.com/market/Pages/ReportsBulletins/DailyRenewablesWatch.aspxâ€, 2019. .

[19] J. Sprooten, T. Gunst, C. Mestdag, y O. Bronckart, “Power system restoration with high penetration level of renewable generation - New challenges and strategiesâ€, 2014 Saudi Arab. Smart Grid Conf., pp. 1–8, 2014.

[20] C. Shen, P. Kaufmann, y M. Braun, “Optimizing the generator start-up sequence after a power system blackoutâ€, IEEE Power Energy Soc. Gen. Meet., vol. 2014–Octob, núm. October, pp. 1–5, 2014.

[21] C. Shen, P. Kaufmann, C. Hachmann, y M. Braun, “Three-stage power system restoration methodology considering renewable energiesâ€, Int. J. Electr. Power Energy Syst., vol. 94, pp. 287–299, 2018.

[22] Y. Liu, R. Fan, y V. Terzija, “Power system restoration: a literature review from 2006 to 2016â€, J. Mod. Power Syst. Clean Energy, vol. 4, núm. 3, pp. 332–341, 2016.

[23] T. Nagata, S. Hatakeyama, M. Yasouka, y H. Sasaki, “An efficient method for power distribution system restoration based on mathematical programming and operation strategyâ€, Power Syst. Technol. 2000. Proceedings. PowerCon 2000. Int. Conf., vol. 3, pp. 1545–1550 vol.3, 2000.

[24] R. Urrea y J. Gomez, “Modelo Experto Para Apoyo En Restablecimiento De Sistemas De Potenciaâ€, XIII Eriac, Cigre, 2009.

[25] T. Sudhakar, “Heuristic based strategy for the restoration problem in electric power distribution systemsâ€, Power Syst. …, núm. November, pp. 21–24, 2004.

[26] S. Toune, H. Fudo, T. Genji, Y. Fukuyama, y Y. Nakanishi, “Comparative study of modern heuristic algorithms to service restoration in distribution systemsâ€, IEEE Trans. Power Deliv., vol. 17, núm. 1, pp. 173–181, 2002.

[27] J. S. Wu, C. C. Liu, K. L. Liout, y R. F. Chu, “A petri net algorithm for scheduling of generic restoration actionsâ€, Power Syst. Restor. Methodol. Implement. Strateg., vol. 12, núm. 1, pp. 538–545, 2000.

[28] A. S. Bretas y A. G. Phadke, “Artificial neural networks in power system restorationâ€, IEEE Trans. Power Deliv., vol. 18, núm. 4, pp. 1181–1186, 2003.

[29] Y. Hsiao, C. Chien, y S. Member, “Enhancement of Restoration Service in Distribution Systems Using a Combination Fuzzy – GA Methodâ€, Power, vol. 15, núm. 4, pp. 1394–1400, 2000.

[30] K. Prasad, R. Ranjan, N. C. Sahoo, y a Chaturvedi, “Optimal reconfiguration of radial distribution systems using a fuzzy mutated genetic algorithmâ€, IEEE Trans. Power Deliv., vol. 20, núm. 2, pp. 1211–1213, 2005.

[31] R. Perez-Guerrero, G. T. Heydt, N. J. Jack, B. K. Keel, y A. R. Castelhano, “Optimal Restoration of Distribution Systems Using Dynamic Programmingâ€, IEEE Trans. Power Deliv., vol. 23, núm. 3, pp. 1589–1596, 2008.

[32] C. Wang, V. Vittal, V. S. Kolluri, y S. Mandal, “PTDF-based automatic restoration path selectionâ€, IEEE Trans. Power Syst., vol. 25, núm. 3, pp. 1686–1695, 2010.

[33] M. Piedad y P. Zuluaga, “Propuesta metodológica de tiempo real para el proceso de restablecimiento de un área operativa de un sistema eléctrico de potencia Real-time methodological proposal for the restoration process of an operational area of a Power Electrical Systemâ€, 2017.

[34] W. Sun, C. C. Liu, y L. Zhang, “Optimal generator start-up strategy for bulk power system restorationâ€, IEEE Trans. Power Syst., vol. 26, núm. 3, pp. 1357–1366, 2011.

[35] F. Wen, G. Ledwich, C. Zhang, Z. Lin, y Y. Xue, “Two-stage power network reconfiguration strategy considering node importance and restored generation capacityâ€, IET Gener. Transm. Distrib., vol. 8, núm. 1, pp. 91–103, 2014.

[36] X. G. H. Zhong, “Optimisation of network reconfiguration based on a two-layer unit-restarting framework for power system restorationâ€, núm. August 2011, pp. 693–700, 2012.

[37] H. Wang, C. He, y Y. Liu, “Pareto optimization of power system reconstruction using NSGA-II algorithmâ€, Asia-Pacific Power Energy Eng. Conf. APPEEC, núm. 1, pp. 1–5, 2010.

[38] W. Teng, H. Wang, y Y. Jia, “Construction and control strategy research of black start unit containing wind farmâ€, IEEE Reg. 10 Annu. Int. Conf. Proceedings/TENCON, vol. 2016–Janua, núm. 51177092, 2016.

[39] A. Ketabi, A. Karimizadeh, y M. Shahidehpour, “Optimal generation units start-up sequence during restoration of power system considering network reliability using bi-level optimizationâ€, Int. J. Electr. Power Energy Syst., vol. 104, núm. January 2018, pp. 772–783, 2019.

[40] D. K. Maina y N.-K. C. Nair, “Recent advancements on Power System Restorationâ€, 2017 IEEE Innov. Smart Grid Technol. - Asia, pp. 1–5, 2017.

[41] J. Li, X. Y. Ma, C. C. Liu, y K. P. Schneider, “Distribution system restoration with microgrids using spanning tree searchâ€, IEEE Trans. Power Syst., vol. 29, núm. 6, pp. 3021–3029, 2014.

[42] C. L. Moreira, F. O. Resende, y J. A. P. Lopes, “Using Low Voltage MicroGrids for Service Restorationâ€, IEEE Trans. Power Syst., vol. 22, núm. 1, pp. 395–403, 2007.

[43] B. Zhao, X. Dong, y J. Bornemann, “Service Restoration for a Renewable-Powered Microgrid in Unscheduled Island Modeâ€, IEEE Trans. Smart Grid, vol. 6, núm. 3, pp. 1128–1136, 2015.

[44] A. El-Zonkoy, “Integration of wind power for optimal power system black-start restorationâ€, Turkish J. Electr. Eng. Comput. Sci., vol. 23, pp. 1853–1866, 2015.

[45] R. Hu, W. Hu, P. Li, C. Su, y Z. Chen, “A Dynamic Programming based Method for Optimizing Power System Restoration with High Wind Power Penetrationâ€, 2016 IEEE 8th Int. Power Electron. Motion Control Conf. (IPEMC-ECCE Asia), pp. 2022–2027, 2017.

[46] A. E. B. Abu-elanien, M. M. A. Salama, y K. B. Shaban, “Modern network reconfiguration techniques for service restoration in distribution systems : A step to a smarter gridâ€, Alexandria Eng. J., vol. 57, núm. 4, pp. 3959–3967, 2018.

[47] B. Zhang, S. Member, P. Dehghanian, y S. Member, “Optimal Allocation of PV Generation and Battery Storage for Enhanced Resilienceâ€, IEEE Trans. Smart Grid, vol. 10, núm. 1, pp. 535–545, 2019.

[48] S. Wen, “Energy Management and Coordinated Control Strategy of PV / HESS AC Microgrid During Islanded Operationâ€, IEEE Access, vol. 7, pp. 4432–4441, 2019.

[49] Z. Jiang, F. Xiao, Q. Ai, Q. He, y Q. Sun, “Two-phase integrated optimisation strategy for network restoration with photovoltaic generationâ€, J. Eng., vol. 2017, núm. 13, pp. 1076–1081, 2017.

[50] J. P. P. Carvalho, M. Shafie-khah, y G. Osório, “Multi-Agent System for Renewable Based Microgrid Restorationâ€, 2018.

Published

2019-08-02

How to Cite

Pardo, R. A. ., & Lopez-Lezama, J. M. (2019). A Literature Review of Optimal Generation Start-Up Methodologies for Power System Restoration considering Conventional and Non-Conventional Renewable Energy Sources. Revista Ingenierías Universidad De Medellín, 19(36), 187–204. https://doi.org/10.22395/rium.v19n36a9

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