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2021 | OriginalPaper | Chapter

6. Microgrid Formation Strategy Including Multiple Energy and Capacity Resources for Resilience Improvement

Authors : Hasan Mehrjerdi, Sajad Mahdavi, Reza Hemmati

Published in: Design, Control, and Operation of Microgrids in Smart Grids

Publisher: Springer International Publishing

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Abstract

Nowadays, the resilience enhancement is one of the most important concerns in electric power networks. The division of the main microgrid into several sub-microgrids, i.e., microgrid formation (MF), is a resilient strategy for distribution systems against natural disasters and cyber-physical attacks. Such effective solution not only increases the resilience and load restoration but also reduces the costs. The extensive penetration of renewable resources in microgrids increases the issues about safe operation under faults. This chapter presents a resilient microgrid formation in the presence of solar, wind, and diesel Distributed generation (DG) for load restoration maximization. In order to carry out the microgrid formation, several candidate breakers and tie-line switches are considered, and their optimal on-off conditions are determined. Both the active and reactive powers are included in the model. The model is expressed as mixed-integer linear programming (MILP) and is simulated under three various cases including case 1, without formation strategy; case 2, formation strategy with line breaker switch; and case 3, formation strategy with both line and tie breaker switches. The numerical results are carried out based on IEEE 33-bus and 69-bus standard distribution networks. The results emphasize on the effectiveness of the developed formation strategy with both the breaker and tie line switches for load restoration and resilience enhancement.

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Literature
1.
go back to reference Y. Wang, C. Chen, J. Wang, R. Baldick, Research on resilience of power systems under natural disasters—A review. IEEE Trans. Power Syst. 31(2), 1604–1613 (2015)CrossRef Y. Wang, C. Chen, J. Wang, R. Baldick, Research on resilience of power systems under natural disasters—A review. IEEE Trans. Power Syst. 31(2), 1604–1613 (2015)CrossRef
2.
go back to reference A.M. Mohan, N. Meskin, H. Mehrjerdi, A comprehensive review of the cyber-attacks and cyber-security on load frequency control of power systems. Energies 13(15), 3860 (2020)CrossRef A.M. Mohan, N. Meskin, H. Mehrjerdi, A comprehensive review of the cyber-attacks and cyber-security on load frequency control of power systems. Energies 13(15), 3860 (2020)CrossRef
3.
go back to reference R. Billinton, J. Billinton, Distribution system reliability indices. IEEE Trans. Power Deliv. 4(1), 561–568 (1989)CrossRef R. Billinton, J. Billinton, Distribution system reliability indices. IEEE Trans. Power Deliv. 4(1), 561–568 (1989)CrossRef
4.
go back to reference I. t. c. K. Zetter, unprecedented hack of Ukraine’s power grid, Wired Magazine, vol. 3, 2016 I. t. c. K. Zetter, unprecedented hack of Ukraine’s power grid, Wired Magazine, vol. 3, 2016
5.
go back to reference B. s. s. a. s. A. E. M. Operator, Report of the Australian Energy Market Operator Limited (AEMO), 2017 B. s. s. a. s. A. E. M. Operator, Report of the Australian Energy Market Operator Limited (AEMO), 2017
7.
go back to reference A.O. Otuoze, M.W. Mustafa, R.M. Larik, Smart grids security challenges: Classification by sources of threats. J. Electr. Syst. Inf. Technol. 5(3), 468–483 (2018)CrossRef A.O. Otuoze, M.W. Mustafa, R.M. Larik, Smart grids security challenges: Classification by sources of threats. J. Electr. Syst. Inf. Technol. 5(3), 468–483 (2018)CrossRef
8.
go back to reference M. Rahmani-Andebili, Analyzing the Effects of Problem Parameters on the Operation Cost of the Networked Microgrids, in 2020 IEEE Kansas Power and Energy Conference (KPEC), (2020) IEEE, pp. 1–6 M. Rahmani-Andebili, Analyzing the Effects of Problem Parameters on the Operation Cost of the Networked Microgrids, in 2020 IEEE Kansas Power and Energy Conference (KPEC), (2020) IEEE, pp. 1–6
9.
go back to reference W. Pimjaipong, T. Junrussameevilai, N. Maneerat, Blackout Prevention Plan-the Stability, Reliability and Security Enhancement in Thailand Power grid, in 2005 IEEE/PES Transmission & Distribution Conference & Exposition: Asia and Pacific, (2005) IEEE, pp. 1–6 W. Pimjaipong, T. Junrussameevilai, N. Maneerat, Blackout Prevention Plan-the Stability, Reliability and Security Enhancement in Thailand Power grid, in 2005 IEEE/PES Transmission & Distribution Conference & Exposition: Asia and Pacific, (2005) IEEE, pp. 1–6
10.
go back to reference M.N. Ambia, K. Meng, W. Xiao, Z.Y. Dong, Nested formation approach for networked microgrid self-healing in islanded mode. IEEE Trans. Power Deliv. 36, 452–464 (2020)CrossRef M.N. Ambia, K. Meng, W. Xiao, Z.Y. Dong, Nested formation approach for networked microgrid self-healing in islanded mode. IEEE Trans. Power Deliv. 36, 452–464 (2020)CrossRef
11.
go back to reference L. Che, M. Khodayar, M. Shahidehpour, Only connect: Microgrids for distribution system restoration. IEEE Power Energy Mag. 12(1), 70–81 (2013) L. Che, M. Khodayar, M. Shahidehpour, Only connect: Microgrids for distribution system restoration. IEEE Power Energy Mag. 12(1), 70–81 (2013)
12.
go back to reference H. Mehrjerdi, M. Saad, S. Lefebvre, Efficiency-resilience nexus in building energy management under disruptions and events. IEEE Syst. J. (2020) H. Mehrjerdi, M. Saad, S. Lefebvre, Efficiency-resilience nexus in building energy management under disruptions and events. IEEE Syst. J. (2020)
13.
go back to reference C. Chen, J. Wang, F. Qiu, D. Zhao, Resilient distribution system by microgrids formation after natural disasters. IEEE Trans. Smart Grid 7(2), 958–966 (2015)CrossRef C. Chen, J. Wang, F. Qiu, D. Zhao, Resilient distribution system by microgrids formation after natural disasters. IEEE Trans. Smart Grid 7(2), 958–966 (2015)CrossRef
14.
go back to reference I.-K. Song, W.-W. Jung, J.-Y. Kim, S.-Y. Yun, J.-H. Choi, S.-J. Ahn, Operation schemes of smart distribution networks with distributed energy resources for loss reduction and service restoration. IEEE Trans. Smart Grid 4(1), 367–374 (2012)CrossRef I.-K. Song, W.-W. Jung, J.-Y. Kim, S.-Y. Yun, J.-H. Choi, S.-J. Ahn, Operation schemes of smart distribution networks with distributed energy resources for loss reduction and service restoration. IEEE Trans. Smart Grid 4(1), 367–374 (2012)CrossRef
15.
go back to reference C.-C. Liu, S.J. Lee, S. Venkata, An expert system operational aid for restoration and loss reduction of distribution systems. IEEE Trans. Power Syst. 3(2), 619–626 (1988)CrossRef C.-C. Liu, S.J. Lee, S. Venkata, An expert system operational aid for restoration and loss reduction of distribution systems. IEEE Trans. Power Syst. 3(2), 619–626 (1988)CrossRef
16.
go back to reference C.-S. Chen, C.-H. Lin, H.-Y. Tsai, A rule-based expert system with colored Petri net models for distribution system service restoration. IEEE Trans. Power Syst. 17(4), 1073–1080 (2002)CrossRef C.-S. Chen, C.-H. Lin, H.-Y. Tsai, A rule-based expert system with colored Petri net models for distribution system service restoration. IEEE Trans. Power Syst. 17(4), 1073–1080 (2002)CrossRef
17.
go back to reference S.-I. Lim, S.-J. Lee, M.-S. Choi, D.-J. Lim, B.-N. Ha, Service restoration methodology for multiple fault case in distribution systems. IEEE Trans. Power Syst. 21(4), 1638–1644 (2006)CrossRef S.-I. Lim, S.-J. Lee, M.-S. Choi, D.-J. Lim, B.-N. Ha, Service restoration methodology for multiple fault case in distribution systems. IEEE Trans. Power Syst. 21(4), 1638–1644 (2006)CrossRef
18.
go back to reference S.-J. Lee, S.-I. Lim, B.-S. Ahn, Service restoration of primary distribution systems based on fuzzy evaluation of multi-criteria. IEEE Trans. Power Syst. 13(3), 1156–1163 (1998)CrossRef S.-J. Lee, S.-I. Lim, B.-S. Ahn, Service restoration of primary distribution systems based on fuzzy evaluation of multi-criteria. IEEE Trans. Power Syst. 13(3), 1156–1163 (1998)CrossRef
19.
go back to reference J.M. Solanki, S. Khushalani, N.N. Schulz, A multi-agent solution to distribution systems restoration. IEEE Trans. Power Syst. 22(3), 1026–1034 (2007)CrossRef J.M. Solanki, S. Khushalani, N.N. Schulz, A multi-agent solution to distribution systems restoration. IEEE Trans. Power Syst. 22(3), 1026–1034 (2007)CrossRef
20.
go back to reference C.P. Nguyen, A.J. Flueck, Agent based restoration with distributed energy storage support in smart grids. IEEE Trans. Smart Grid 3(2), 1029–1038 (2012)CrossRef C.P. Nguyen, A.J. Flueck, Agent based restoration with distributed energy storage support in smart grids. IEEE Trans. Smart Grid 3(2), 1029–1038 (2012)CrossRef
21.
go back to reference A. Morelato, A. Monticelli, Heuristic search approach to distribution system restoration. IEEE Power Eng. Rev. 9(10), 65–66 (1989)CrossRef A. Morelato, A. Monticelli, Heuristic search approach to distribution system restoration. IEEE Power Eng. Rev. 9(10), 65–66 (1989)CrossRef
22.
go back to reference S. Khushalani, J.M. Solanki, N.N. Schulz, Optimized restoration of unbalanced distribution systems. IEEE Trans. Power Syst. 22(2), 624–630 (2007)CrossRef S. Khushalani, J.M. Solanki, N.N. Schulz, Optimized restoration of unbalanced distribution systems. IEEE Trans. Power Syst. 22(2), 624–630 (2007)CrossRef
23.
go back to reference J. Zhu, Y. Yuan, W. Wang, An exact microgrid formation model for load restoration in resilient distribution system. Int. J. Electr. Power Energy Syst. 116, 105568 (2020)CrossRef J. Zhu, Y. Yuan, W. Wang, An exact microgrid formation model for load restoration in resilient distribution system. Int. J. Electr. Power Energy Syst. 116, 105568 (2020)CrossRef
24.
go back to reference T. Ding, Y. Lin, Z. Bie, C. Chen, A resilient microgrid formation strategy for load restoration considering master-slave distributed generators and topology reconfiguration. Appl. Energy 199, 205–216 (2017)CrossRef T. Ding, Y. Lin, Z. Bie, C. Chen, A resilient microgrid formation strategy for load restoration considering master-slave distributed generators and topology reconfiguration. Appl. Energy 199, 205–216 (2017)CrossRef
25.
go back to reference R. Hemmati, H. Saboori, P. Sianom, Coordinated short-term scheduling and long-term expansion planning in microgrids incorporating renewable energy resources and energy storage systems. Energy 134, 699–708 (2017) R. Hemmati, H. Saboori, P. Sianom, Coordinated short-term scheduling and long-term expansion planning in microgrids incorporating renewable energy resources and energy storage systems. Energy 134, 699–708 (2017)
26.
go back to reference T. Ding, Y. Lin, G. Li, Z. Bie, A new model for resilient distribution systems by microgrids formation. IEEE Trans. Power Syst. 32(5), 4145–4147 (2017)CrossRef T. Ding, Y. Lin, G. Li, Z. Bie, A new model for resilient distribution systems by microgrids formation. IEEE Trans. Power Syst. 32(5), 4145–4147 (2017)CrossRef
27.
go back to reference K.S.A. Sedzro, X. Shi, A.J. Lamadrid, L.F. Zuluaga, A heuristic approach to the post-disturbance and stochastic pre-disturbance microgrid formation problem. IEEE Trans. Smart Grid 10(5), 5574–5586 (2018)CrossRef K.S.A. Sedzro, X. Shi, A.J. Lamadrid, L.F. Zuluaga, A heuristic approach to the post-disturbance and stochastic pre-disturbance microgrid formation problem. IEEE Trans. Smart Grid 10(5), 5574–5586 (2018)CrossRef
28.
go back to reference K.S.A. Sedzro, A.J. Lamadrid, L.F. Zuluaga, Allocation of resources using a microgrid formation approach for resilient electric grids. IEEE Trans. Power Syst. 33(3), 2633–2643 (2017)CrossRef K.S.A. Sedzro, A.J. Lamadrid, L.F. Zuluaga, Allocation of resources using a microgrid formation approach for resilient electric grids. IEEE Trans. Power Syst. 33(3), 2633–2643 (2017)CrossRef
29.
go back to reference M.A. Gilani, A. Kazemi, M. Ghasemi, Distribution system resilience enhancement by microgrid formation considering distributed energy resources. Energy 191, 116442 (2020)CrossRef M.A. Gilani, A. Kazemi, M. Ghasemi, Distribution system resilience enhancement by microgrid formation considering distributed energy resources. Energy 191, 116442 (2020)CrossRef
30.
go back to reference A. Kumar, S. Grijalva, Graph Theory and Critical Load-Based Distribution System Restoration using Optimal Microgrids Formation, in 2018 Clemson University Power Systems Conference (PSC), (2018) IEEE, pp. 1–6 A. Kumar, S. Grijalva, Graph Theory and Critical Load-Based Distribution System Restoration using Optimal Microgrids Formation, in 2018 Clemson University Power Systems Conference (PSC), (2018) IEEE, pp. 1–6
31.
go back to reference S. Lei, C. Chen, Y. Song, Y. Hou, Radiality constraints for resilient reconfiguration of distribution systems: Formulation and application to microgrid formation. IEEE Transactions on Smart Grid (2020) S. Lei, C. Chen, Y. Song, Y. Hou, Radiality constraints for resilient reconfiguration of distribution systems: Formulation and application to microgrid formation. IEEE Transactions on Smart Grid (2020)
32.
go back to reference X. Wu, S. Shi, Z. Wang, Microgrid Planning Considering the Supply Adequacy of Critical Loads under the Uncertain Formation of Sub-Microgrids. Sustainability 11(17), 4683 (2019)CrossRef X. Wu, S. Shi, Z. Wang, Microgrid Planning Considering the Supply Adequacy of Critical Loads under the Uncertain Formation of Sub-Microgrids. Sustainability 11(17), 4683 (2019)CrossRef
33.
go back to reference H. Mehrjerdi, Resilience improvement with zero load curtailment by multi-microgrid based on system of systems. IEEE Access 8, 198494–198502 (2020)CrossRef H. Mehrjerdi, Resilience improvement with zero load curtailment by multi-microgrid based on system of systems. IEEE Access 8, 198494–198502 (2020)CrossRef
34.
go back to reference M.N.S. Noorpi, K. Meng, X. Li, Z.Y. Dong, W. Kong, Zonal Formation for Multiple Microgrids using Load Flow Sensitivity Analysis, in 2018 International Conference on Power System Technology (POWERCON), (2018) IEEE, pp. 358–363 M.N.S. Noorpi, K. Meng, X. Li, Z.Y. Dong, W. Kong, Zonal Formation for Multiple Microgrids using Load Flow Sensitivity Analysis, in 2018 International Conference on Power System Technology (POWERCON), (2018) IEEE, pp. 358–363
35.
go back to reference H. Momen, A. Abessi, S. Jadid, Using EVs as distributed energy resources for critical load restoration in resilient power distribution systems. IET Gener. Trans. Distr. 14(18), 3750–3761 (2020)CrossRef H. Momen, A. Abessi, S. Jadid, Using EVs as distributed energy resources for critical load restoration in resilient power distribution systems. IET Gener. Trans. Distr. 14(18), 3750–3761 (2020)CrossRef
36.
go back to reference H. Mehrjerdi, Resilience-uncertainty nexus in building energy management integrated with solar system and battery storage, IEEE Access, (2020) H. Mehrjerdi, Resilience-uncertainty nexus in building energy management integrated with solar system and battery storage, IEEE Access, (2020)
37.
go back to reference M. Rahmani-Andebili, Dynamic and adaptive reconfiguration of electrical distribution system including renewables applying stochastic model predictive control. IET Gener. Trans. Distrib. 11(16), 3912–3921 (2017)CrossRef M. Rahmani-Andebili, Dynamic and adaptive reconfiguration of electrical distribution system including renewables applying stochastic model predictive control. IET Gener. Trans. Distrib. 11(16), 3912–3921 (2017)CrossRef
38.
go back to reference M. Rahmani-Andebili, Stochastic, adaptive, and dynamic control of energy storage systems integrated with renewable energy sources for power loss minimization. Renew. Energy 113, 1462–1471 (2017)CrossRef M. Rahmani-Andebili, Stochastic, adaptive, and dynamic control of energy storage systems integrated with renewable energy sources for power loss minimization. Renew. Energy 113, 1462–1471 (2017)CrossRef
39.
go back to reference M. Rahmani-Andebili, Cooperative distributed energy scheduling in microgrids, in Electric Distribution Network Management and Control, (Springer, Singapore, 2018), pp. 235–254CrossRef M. Rahmani-Andebili, Cooperative distributed energy scheduling in microgrids, in Electric Distribution Network Management and Control, (Springer, Singapore, 2018), pp. 235–254CrossRef
40.
go back to reference M. Rahmani-Andebili, Robust Operation of a Reconfigurable Electrical Distribution System by Optimal Charging Management of Plug-In Electric Vehicles Considering the Technical, Social, and Geographical Aspects, in Planning and Operation of Plug-In Electric Vehicles, (Springer, Cham, 2019), pp. 75–104CrossRef M. Rahmani-Andebili, Robust Operation of a Reconfigurable Electrical Distribution System by Optimal Charging Management of Plug-In Electric Vehicles Considering the Technical, Social, and Geographical Aspects, in Planning and Operation of Plug-In Electric Vehicles, (Springer, Cham, 2019), pp. 75–104CrossRef
41.
go back to reference M. Rahmani-Andebili, M. Fotuhi-Firuzabad, An adaptive approach for PEVs charging management and reconfiguration of electrical distribution system penetrated by renewables. IEEE Trans. Ind. Inf. 14(5), 2001–2010 (2017)CrossRef M. Rahmani-Andebili, M. Fotuhi-Firuzabad, An adaptive approach for PEVs charging management and reconfiguration of electrical distribution system penetrated by renewables. IEEE Trans. Ind. Inf. 14(5), 2001–2010 (2017)CrossRef
42.
go back to reference T. Ding, K. Sun, C. Huang, Z. Bie, F. Li, Mixed-integer linear programming-based splitting strategies for power system islanding operation considering network connectivity. IEEE Syst. J. 12(1), 350–359 (2015)CrossRef T. Ding, K. Sun, C. Huang, Z. Bie, F. Li, Mixed-integer linear programming-based splitting strategies for power system islanding operation considering network connectivity. IEEE Syst. J. 12(1), 350–359 (2015)CrossRef
43.
go back to reference R.A. Jabr, R. Singh, B.C. Pal, Minimum loss network reconfiguration using mixed-integer convex programming. IEEE Trans. Power Syst. 27(2), 1106–1115 (2012)CrossRef R.A. Jabr, R. Singh, B.C. Pal, Minimum loss network reconfiguration using mixed-integer convex programming. IEEE Trans. Power Syst. 27(2), 1106–1115 (2012)CrossRef
44.
go back to reference R. Balakrishnan, K. Ranganathan, A Textbook of Graph Theory (Springer, New York, 2012)CrossRef R. Balakrishnan, K. Ranganathan, A Textbook of Graph Theory (Springer, New York, 2012)CrossRef
45.
go back to reference H. Zhang, V. Vittal, G.T. Heydt, J. Quintero, A mixed-integer linear programming approach for multi-stage security-constrained transmission expansion planning. IEEE Trans. Power Syst. 27(2), 1125–1133 (2011)CrossRef H. Zhang, V. Vittal, G.T. Heydt, J. Quintero, A mixed-integer linear programming approach for multi-stage security-constrained transmission expansion planning. IEEE Trans. Power Syst. 27(2), 1125–1133 (2011)CrossRef
46.
go back to reference H. Mehrjerdi, R. Hemmati, Modeling and optimal scheduling of battery energy storage systems in electric power distribution networks. J. Clean. Prod. 234, 810–821 (2019)CrossRef H. Mehrjerdi, R. Hemmati, Modeling and optimal scheduling of battery energy storage systems in electric power distribution networks. J. Clean. Prod. 234, 810–821 (2019)CrossRef
47.
go back to reference H. Mehrjerdi, Simultaneous load leveling and voltage profile improvement in distribution networks by optimal battery storage planning. Energy 181, 916–926 (2019)CrossRef H. Mehrjerdi, Simultaneous load leveling and voltage profile improvement in distribution networks by optimal battery storage planning. Energy 181, 916–926 (2019)CrossRef
48.
go back to reference H. Saboori, S. Jadid, Optimal scheduling of mobile utility-scale battery energy storage systems in electric power distribution networks. J. Energy Storage 31, 101615 (2020)CrossRef H. Saboori, S. Jadid, Optimal scheduling of mobile utility-scale battery energy storage systems in electric power distribution networks. J. Energy Storage 31, 101615 (2020)CrossRef
49.
go back to reference R. Parasher, Load flow analysis of radial distribution network using linear data structure, arXiv preprint arXiv:1403.4702, 2014 R. Parasher, Load flow analysis of radial distribution network using linear data structure, arXiv preprint arXiv:1403.4702, 2014
50.
go back to reference I. L. O. G. U. s. m. I. S. Cplex, Gentilly, France (2007): 32 I. L. O. G. U. s. m. I. S. Cplex, Gentilly, France (2007): 32
51.
go back to reference A. Brook, D. Kendrick, A. Meeraus, GAMS, a user’s guide. ACM Signum Newsl. 23(3–4), 10–11 (1988)CrossRef A. Brook, D. Kendrick, A. Meeraus, GAMS, a user’s guide. ACM Signum Newsl. 23(3–4), 10–11 (1988)CrossRef
Metadata
Title
Microgrid Formation Strategy Including Multiple Energy and Capacity Resources for Resilience Improvement
Authors
Hasan Mehrjerdi
Sajad Mahdavi
Reza Hemmati
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-64631-8_6