Improving the Resiliency of Electrical Distribution Networks by Optimal Embedding Switchable Capacitor Banks in Microgrids Based on a Convex Model

Document Type : Research paper

Authors

Department of Electrical Engineering, University of Zanjan, Zanjan, Iran.

Abstract

The importance of durability and sustainability in electrical energy, particularly in emergency conditions, has led to the development of operational techniques aimed at improving the serviceability of electrical distribution networks (EDNs). Operating the electrical distribution network as a smaller, islanded system in the form of a microgrid (MG) is one of the key enhancement methods that has gained attention. Each microgrid is subject to specific constraints that must be addressed. Moreover, the increasing penetration of renewable distributed generation (DG) units introduces additional limitations. The limited reactive power generation by synchronous DGs within each MG leads to higher levels of load shedding. This paper investigates the resiliency of EDNs with a focus on microgrid formation strategies. To achieve this, the limitations of MG formation, including the use of wind turbines, photovoltaic units as renewable DGs, and energy storage systems, are considered. The application of switchable capacitor banks (SCBs) is proposed and formulated to meet these requirements. All equations are convex and formulated within the GAMS environment using mixed-integer quadratically-constrained programming (MIQCP). The proposed framework is evaluated using the IEEE 69-node test system, considering various case studies. The results show that the economic deployment of SCBs in the MG formation of the studied EDN leads to a reduction of the objective function by approximately 13.6%, a loss reduction of about 26.1%, and a significant increase in the penetration of renewable resources by 285.6%.

Keywords

Main Subjects


  1. H. A. Abdelsalam, A. Eldosouky, and A. K. Srivastava, “Enhancing distribution system resiliency with microgrids formation using weighted average consensus,” Int. J. Electr. Power Energy Syst., vol. 141, p. 108161, 2022.
  2. M. Borghei and M. Ghassemi, “Optimal planning of microgrids for resilient distribution networks,” Int. J. Electr. Power Energy Syst., vol. 128, p. 106682, 2021.
  3. F. Amini, S. Ghassemzadeh, N. Rostami, and V. S. Tabar, “A stochastic two-stage microgrid formation strategy for enhancing distribution network resilience against earthquake event incorporating distributed energy resources, parking lots and responsive loads,” Sustainable Cities Soc., vol. 101, p. 105191, 2024.
  4. I. M. Diahovchenko, G. Kandaperumal, and A. K. Srivastava, “Enabling resiliency using microgrids with dynamic boundaries,” Electr. Power Syst. Res., vol. 221, p. 109460, 2023.
  5. R. Sheikhinejad, G. Gharehpetian, and H. Rastegar, “Active distribution network expansion planning considering microgrids for supplying critical loads,” Sustainable Energy Grids Networks, vol. 38, p. 101281, 2024.
  6. A. Gilani, R. Dashti, M. Ghasemi, M. H. Amirioun, and M. Shafie-khah, “A microgrid formation-based restoration model for resilient distribution systems using distributed energy resources and demand response programs,” Sustainable Cities Soc., vol. 83, p. 103975, 2022.
  7. W. Mingming, L. Zhaoheng, and M. Konstantin, “Optimal risk-driven operation of renewable-penetrated distribution network during natural-disasters: A resiliency-oriented analysis,” Sustainable Cities Soc., vol. 99, p. 104967, 2023.
  8. X. Chen, J. Zhai, Y. Jiang, C. Ni, S. Wang, and P. Nimmegeers, “Decentralized coordination between active distribution network and multi-microgrids through a fast decentralized adjustable robust operation framework,” Sustainable Energy Grids Networks, vol. 34, p. 101068, 2023.
  9. R. Wu and G. Sansavini, “Active distribution networks or microgrids? optimal design of resilient and flexible distribution grids with energy service provision,” Sustainable Energy Grids Networks, vol. 26, p. 100461, 2021.
  10. M. I. Anam, T.-T. Nguyen, and T. Vu, “Risk-based preventive energy management for resilient microgrids,” Int. J. Electr. Power Energy Syst., vol. 154, p. 109391, 2023.
  11. A. D. Bintoudi and C. Demoulias, “Optimal isolated microgrid topology design for resilient applications,” Appl. Energy, vol. 338, p. 120909, 2023.
  12. J. Lee, G. Razeghi, and S. Samuelsen, “Utilization of battery electric buses for the resiliency of islanded microgrids,” Appl. Energy, vol. 347, p. 121295, 2023.
  13. W. Cao and L. Zhou, “Resilient microgrid modeling in digital twin considering demand response and landscape design of renewable energy,” Sustainable Energy Technol. Assess., vol. 64, p. 103628, 2024.
  14. P. Agrawal, N. Kanwar, N. Gupta, K. Niazi, and A. Swarnkar, “Resiliency in active distribution systems via network reconfiguration,” Sustainable Energy Grids Networks, vol. 26, p. 100434, 2021.
  15. A. Azizivahed, K. Gholami, G. V. Rupf, A. Arefi, C. Lund, J. Walia, M. M. Rahman, M. R. Islam, S. Muyeen, and I. Kamwa, “Cooperative operational planning of multimicrogrid distribution systems with a case study,” Energy Rep., vol. 11, pp. 2360–2373, 2024.
  16. M. Gholami, S. Muyeen, and S. A. Mousavi, “Development of new reliability metrics for microgrids: Integrating renewable energy sources and battery energy storage system,” Energy Rep., vol. 10, pp. 2251–2259, 2023.
  17. J. Marqusee, W. Becker, and S. Ericson, “Resilience and economics of microgrids with pv, battery storage, and networked diesel generators,” Adv. Appl. Energy, vol. 3, p. 100049, 2021.
  18. Z. Ullah, H. S. Qazi, A. Alferidi, M. Alsolami, B. Lami, and H. M. Hasanien, “Optimal energy trading in cooperative microgrids considering hybrid renewable energy systems,” Alexandria Eng. J., vol. 86, pp. 23–33, 2024.
  19. M. Tariq, S. A. A. Kazmi, A. Altamimi, Z. A. Khan, B. Alharbi, H. Alafnan, and H. Alshehry, “Smart transactive energy based approach for planning and scheduling in multi-looped microgrid distribution network across planning horizon,” Heliyon, vol. 10, no. 5, 2024.
  20. Q. Hu, G. Zhao, J. Hu, and N. Razmjooy, “Maximizing energy storage in microgrids with an amended multi-verse optimizer,” Heliyon, vol. 9, no. 11, 2023.
  21. D. K. Raju, R. S. Kumar, L. P. Raghav, and A. R. Singh, “Enhancement of loadability and voltage stability in gridconnected microgrid network,” J. Cleaner Prod., vol. 374, p. 133881, 2022.
  22. J. M. Home-Ortiz, O. D. Melgar-Dominguez, J. R. S. Mantovani, and J. P. Catalao, “Pv hosting capacity assessment in distribution systems considering resilience enhancement,” Sustainable Energy Grids Networks, vol. 32, p. 100829, 2022.
  23. M. Yadav, N. Pal, and D. K. Saini, “Low voltage ride through capability for resilient electrical distribution system integrated with renewable energy resources,” Energy Rep., vol. 9, pp. 833–858, 2023.
  24. N. F. P. Dinata, M. A. M. Ramli, M. I. Jambak, M. A. B. Sidik, and M. M. Alqahtani, “Designing an optimal microgrid control system using deep reinforcement learning: A systematic review,” Eng. Sci. Technol. Int. J., vol. 51, p. 101651, 2024.
  25. A. Akter, E. I. Zafir, N. H. Dana, R. Joysoyal, S. K. Sarker, L. Li, S. Muyeen, S. K. Das, and I. Kamwa, “A review on microgrid optimization with meta-heuristic techniques: Scopes, trends and recommendation,” Energy Strategy Rev., vol. 51, p. 101298, 2024.
  26. F. Alasali, S. M. Saad, A. S. Saidi, A. Itradat, W. Holderbaum, N. El-Naily, and F. F. Elkuwafi, “Powering up microgrids: A comprehensive review of innovative and intelligent protection approaches for enhanced reliability,” Energy Rep., vol. 10, pp. 1899–1924, 2023.
  27. S. Behzadi and A. Bagheri, “A convex micro-gridbased optimization model for planning of resilient and sustainable distribution systems considering feeders routing and siting/sizing of substations and dg units,” Sustainable Cities Soc., vol. 97, p. 104787, 2023.
  28. N. M. Tabatabaei, S. N. Ravadanegh, and N. Bizon, “Power systems resilience,” Switz.: Springer, 2018.
  29. S. Behzadi, A. Bagheri, and A. Rabiee, “Resilience-oriented operation of micro-grids in both grid-connected and isolated conditions within sustainable active distribution networks,” ArXiv Prepr. ArXiv:2403.19147, 2024.
  30. S. Sivakumar, S. B. Ramasamy Gunaseelan, M. V. Reddy Krishnakumar, N. Krishnan, A. Sharma, and A. Aguila Téllez, “Analysis of distribution systems in the presence of electric vehicles and optimal allocation of distributed generations considering power loss and voltage stability index,” IET Gener. Trans. Distrib., vol. 18, no. 6, pp. 1114–1132, 2024.
  31. A. Soroudi, Power system optimization modeling in GAMS, vol. 78. Springer, 2017.
  32. S. Zhang, H. Cheng, D. Wang, L. Zhang, F. Li, and L. Yao, “Distributed generation planning in active distribution network considering demand side management and network reconfiguration,” Appl. Energy, vol. 228, pp. 1921–1936, 2018.
  33. A. Eid, “Cost-based analysis and optimization of distributed generations and shunt capacitors incorporated into distribution systems with nonlinear demand modeling,” Expert Syst. Appl., vol. 198, p. 116844, 2022.

Articles in Press, Corrected Proof
Available Online from 26 November 2024
  • Receive Date: 06 July 2024
  • Revise Date: 31 August 2024
  • Accept Date: 08 September 2024
  • First Publish Date: 26 November 2024