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2021 | OriginalPaper | Buchkapitel

9. Optimization of Virtual Inertia Control Considering System Frequency Protection Scheme

verfasst von : Thongchart Kerdphol, Fathin Saifur Rahman, Masayuki Watanabe, Yasunori Mitani

Erschienen in: Virtual Inertia Synthesis and Control

Verlag: Springer International Publishing

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Abstract

To maintain frequency stability of power system subject to large contingency resulting in large generation-load imbalance, the frequency protection scheme such as underfrequency load shedding (UFLS) scheme is usually applied in the power system. However, with the high penetration of renewable generation, the system inertia will significantly decrease. Moreover, due to the variable nature of RESs, the system inertia will also vary depending on the actual RESs penetration. Therefore, in this condition, the existing frequency protection scheme might be insufficient to protect the system in the case of large contingency. While the reconfiguration of the frequency protection scheme could solve this issue, it is not practical from the system operation point-of-view to always modify its setting following the penetration level of RESs. In this chapter, a new method to select proper virtual inertia constant by considering the system frequency protection scheme is presented. The particle swarm optimization (PSO), a well-known optimization technique, is implemented for obtaining proper virtual inertia constant. Using the proposed method, optimal virtual inertia support could be achieved for different system inertia conditions without the necessity to reconfigure the existing frequency protection scheme.

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Literatur
1.
Zurück zum Zitat M. Torres, L.A.C. Lopes, Virtual synchronous generator control in autonomous wind-diesel power systems, in Proc. IEEE Electrical Power & Energy Conference (EPEC), 1–6 (2009) M. Torres, L.A.C. Lopes, Virtual synchronous generator control in autonomous wind-diesel power systems, in Proc. IEEE Electrical Power & Energy Conference (EPEC), 1–6 (2009)
2.
Zurück zum Zitat S.M. Alhejaj, F.M. Gonzalez-Longatt, Investigation on grid-scale BESS providing inertial response support, in Proc. International Conference on Power System Technology (POWERCON 2016), 1–6 (2016) S.M. Alhejaj, F.M. Gonzalez-Longatt, Investigation on grid-scale BESS providing inertial response support, in Proc. International Conference on Power System Technology (POWERCON 2016), 1–6 (2016)
3.
Zurück zum Zitat I. Serban, C.P. Ion, Microgrid control based on a grid-forming inverter operating as virtual synchronous generator with enhanced dynamic response capability. Int. J. Electr. Power Energy Syst. 89, 94–105 (2017) CrossRef I. Serban, C.P. Ion, Microgrid control based on a grid-forming inverter operating as virtual synchronous generator with enhanced dynamic response capability. Int. J. Electr. Power Energy Syst. 89, 94–105 (2017) CrossRef
4.
Zurück zum Zitat P. Rodriguez, E. Rakhshani, A. Mir Cantarellas, D. Remon, Analysis of derivative control based virtual inertia in multi-area high-voltage direct current interconnected power systems, IET Gener. Transm. Distrib. 10(6), 1458–1469 (2016) P. Rodriguez, E. Rakhshani, A. Mir Cantarellas, D. Remon, Analysis of derivative control based virtual inertia in multi-area high-voltage direct current interconnected power systems, IET Gener. Transm. Distrib. 10(6), 1458–1469 (2016)
5.
Zurück zum Zitat M. Hajiakbari Fini, M.E. Hamedani Golshan, Determining optimal virtual inertia and frequency control parameters to preserve the frequency stability in islanded microgrids with high penetration of renewables. Electr. Power Syst. Res. 154, 13–22 (2018) M. Hajiakbari Fini, M.E. Hamedani Golshan, Determining optimal virtual inertia and frequency control parameters to preserve the frequency stability in islanded microgrids with high penetration of renewables. Electr. Power Syst. Res. 154, 13–22 (2018)
6.
Zurück zum Zitat J. Alipoor, Y. Miura, T. Ise, Stability assessment and optimization methods for microgrid with multiple VSG units. IEEE Trans. Smart Grid 9(2), 1462–1471 (2018) CrossRef J. Alipoor, Y. Miura, T. Ise, Stability assessment and optimization methods for microgrid with multiple VSG units. IEEE Trans. Smart Grid 9(2), 1462–1471 (2018) CrossRef
7.
Zurück zum Zitat X. Cao, I. Abdulhadi, A. Emhemed, C. Booth, G. Burt, Evaluation of the impact of variable system inertia on the performance of frequency based protection, in Proc. IET International Conference on Development in Power System Protection (DPSP), 1–6 (2014) X. Cao, I. Abdulhadi, A. Emhemed, C. Booth, G. Burt, Evaluation of the impact of variable system inertia on the performance of frequency based protection, in Proc. IET International Conference on Development in Power System Protection (DPSP), 1–6 (2014)
8.
Zurück zum Zitat J. Kennedy, R. Eberhart, Particle swarm optimization, in Proc. IEEE International Conference on Neural Network, 1942–1948 (1995) J. Kennedy, R. Eberhart, Particle swarm optimization, in Proc. IEEE International Conference on Neural Network, 1942–1948 (1995)
9.
Zurück zum Zitat F.S. Rahman, T. Kerdphol, M. Watanabe, Y. Mitani, Optimization of virtual inertia considering system frequency protection scheme. Electr. Power Syst. Res. 170, 294–302 (2019) CrossRef F.S. Rahman, T. Kerdphol, M. Watanabe, Y. Mitani, Optimization of virtual inertia considering system frequency protection scheme. Electr. Power Syst. Res. 170, 294–302 (2019) CrossRef
10.
Zurück zum Zitat Z.-L. Gaing, A particle swarm optimization approach for optimum design of PID controller in AVR system. IEEE Trans. Energy Convers. 19(2), 384–391 (2004) CrossRef Z.-L. Gaing, A particle swarm optimization approach for optimum design of PID controller in AVR system. IEEE Trans. Energy Convers. 19(2), 384–391 (2004) CrossRef
11.
Zurück zum Zitat H. Bevrani, F. Habibi, P. Babahajyani, M. Watanabe, Y. Mitani, Intelligent frequency control in an AC microgrid: Online PSO-based fuzzy tuning approach. IEEE Trans. Smart Grid 3(4), 1935–1944 (2012) CrossRef H. Bevrani, F. Habibi, P. Babahajyani, M. Watanabe, Y. Mitani, Intelligent frequency control in an AC microgrid: Online PSO-based fuzzy tuning approach. IEEE Trans. Smart Grid 3(4), 1935–1944 (2012) CrossRef
12.
Zurück zum Zitat A. Engelbrecht, Particle swarm optimization: Velocity initialization, in Proc. IEEE World Congress on Computational Intelligence, 1–8 (2012) A. Engelbrecht, Particle swarm optimization: Velocity initialization, in Proc. IEEE World Congress on Computational Intelligence, 1–8 (2012)
13.
Zurück zum Zitat I. Trelea, The particle swarm optimization algorithm: convergence analysis and parameter selection. Inf. Process. Lett. 85, 317–325 (2003) MathSciNetCrossRef I. Trelea, The particle swarm optimization algorithm: convergence analysis and parameter selection. Inf. Process. Lett. 85, 317–325 (2003) MathSciNetCrossRef
14.
Zurück zum Zitat H. Bevrani, G. Ledwich, J.J. Ford, On the use of df/dt in power system emergency control, in Proc. IEEE/PES Power Systems Conference and Exposition, 1–6 (2009) H. Bevrani, G. Ledwich, J.J. Ford, On the use of df/dt in power system emergency control, in Proc. IEEE/PES Power Systems Conference and Exposition, 1–6 (2009)
15.
Zurück zum Zitat C. Concordia, L.H. Fink, G. Poullikkas, Load shedding on an isolated system. IEEE Trans. Power Syst. 10(3), 1467–1472 (1995) C. Concordia, L.H. Fink, G. Poullikkas, Load shedding on an isolated system. IEEE Trans. Power Syst. 10(3), 1467–1472 (1995)
16.
Zurück zum Zitat H. Bevrani, Robust Power System Frequency Control, 2nd ed. (Springer, New York, 2014) MATH H. Bevrani, Robust Power System Frequency Control, 2nd ed. (Springer, New York, 2014) MATH
17.
Zurück zum Zitat J. R. Jones, W.D. Kirkland, Computer algorithm for selection of frequency relays for load shedding. IEEE Comput. Appl. Power 1(1), 21–25 (1988) J. R. Jones, W.D. Kirkland, Computer algorithm for selection of frequency relays for load shedding. IEEE Comput. Appl. Power 1(1), 21–25 (1988)
18.
Zurück zum Zitat H.E. Lokay, V. Burtnyk, Application of underfrequency relays for automatic load shedding. IEEE Trans. Power Appar. Syst. PAS-87(3), 776–783 (1968) H.E. Lokay, V. Burtnyk, Application of underfrequency relays for automatic load shedding. IEEE Trans. Power Appar. Syst. PAS-87(3), 776–783 (1968)
19.
Zurück zum Zitat L. Sigrist, I. Egido, L. Rouco, A method for the design of UFLS schemes of small isolated power systems. IEEE Trans. Power Syst. 27(2), 951–958 (2012) L. Sigrist, I. Egido, L. Rouco, A method for the design of UFLS schemes of small isolated power systems. IEEE Trans. Power Syst. 27(2), 951–958 (2012)
20.
Zurück zum Zitat L. Sigrist, A UFLS scheme for small isolated power systems using rate-of-change of frequency. IEEE Trans. Power Syst. 30(4), 2192–2193 (2015) L. Sigrist, A UFLS scheme for small isolated power systems using rate-of-change of frequency. IEEE Trans. Power Syst. 30(4), 2192–2193 (2015)
21.
Zurück zum Zitat V.V. Terzija, Adaptive underfrequency load shedding based on the magnitude of the disturbance estimation. IEEE Trans. Power Syst. 21(3), 1260–1266 (2006) V.V. Terzija, Adaptive underfrequency load shedding based on the magnitude of the disturbance estimation. IEEE Trans. Power Syst. 21(3), 1260–1266 (2006)
22.
Zurück zum Zitat H. You, V. Vittal, Z. Yang, Self-healing in power systems: an approach using islanding and rate of frequency decline-based load shedding. IEEE Trans. Power Syst. 18(1), 174–181 (2003) H. You, V. Vittal, Z. Yang, Self-healing in power systems: an approach using islanding and rate of frequency decline-based load shedding. IEEE Trans. Power Syst. 18(1), 174–181 (2003)
23.
Zurück zum Zitat D.L.H. Aik, A general-order system frequency response model incorporating load shedding: analytic modeling and applications. IEEE Trans. Power Syst. 21(2), 709–717 (2006) D.L.H. Aik, A general-order system frequency response model incorporating load shedding: analytic modeling and applications. IEEE Trans. Power Syst. 21(2), 709–717 (2006)
24.
Zurück zum Zitat D. Prasetijo, W.R. Lachs, D. Sutanto, A new load shedding scheme for limiting under frequency. IEEE Trans. Power Syst. 9(3), 1371–1378 (1994) D. Prasetijo, W.R. Lachs, D. Sutanto, A new load shedding scheme for limiting under frequency. IEEE Trans. Power Syst. 9(3), 1371–1378 (1994)
25.
Zurück zum Zitat P.M. Anderson, M. Mirheydar, An adaptive method for setting underfrequency load shedding relays. IEEE Trans. Power Syst. 7(2), 647–655 (1992) P.M. Anderson, M. Mirheydar, An adaptive method for setting underfrequency load shedding relays. IEEE Trans. Power Syst. 7(2), 647–655 (1992)
26.
Zurück zum Zitat B. Delfino, S. Massucco, A. Morini, P. Scalera, and F. Silvestro, Implementation and comparison of different under frequency load-shedding schemes, in Proc. IEEE Power Engineering Society Transmission and Distribution Conference, 307–312 (2001) B. Delfino, S. Massucco, A. Morini, P. Scalera, and F. Silvestro, Implementation and comparison of different under frequency load-shedding schemes, in Proc. IEEE Power Engineering Society Transmission and Distribution Conference, 307–312 (2001)
27.
Zurück zum Zitat T. Kerdphol, K. Fuji, Y. Mitani, M. Watanabe, Y. Qudaih, Optimization of a battery energy storage system using particle swarm optimization for stand-alone microgrids. Int. J. Electr. Power Energy Syst. 81, 32–39 (2016) CrossRef T. Kerdphol, K. Fuji, Y. Mitani, M. Watanabe, Y. Qudaih, Optimization of a battery energy storage system using particle swarm optimization for stand-alone microgrids. Int. J. Electr. Power Energy Syst. 81, 32–39 (2016) CrossRef
28.
Zurück zum Zitat K. Sakimoto, Y. Miura, T. Ise, Stabilization of a power system with a distributed generator by a virtual synchronous generator function, in Proc. International Conference on Power Electronics-ECCE Asia, 1498–1505 (2011) K. Sakimoto, Y. Miura, T. Ise, Stabilization of a power system with a distributed generator by a virtual synchronous generator function, in Proc. International Conference on Power Electronics-ECCE Asia, 1498–1505 (2011)
29.
Zurück zum Zitat Q.C. Zhong, G. Weiss, Synchronverters: inverters that mimic synchronous generators. IEEE Trans. Ind. Electron. 58(4), 1259–1267 (2011) CrossRef Q.C. Zhong, G. Weiss, Synchronverters: inverters that mimic synchronous generators. IEEE Trans. Ind. Electron. 58(4), 1259–1267 (2011) CrossRef
30.
Zurück zum Zitat Q.C. Zhong, G.C. Konstantopoulos, B. Ren, M. Krstic, Improved synchronverters with bounded frequency and voltage for smart grid integration. IEEE Trans. Smart Grid 9(2), 786–796 (2018) CrossRef Q.C. Zhong, G.C. Konstantopoulos, B. Ren, M. Krstic, Improved synchronverters with bounded frequency and voltage for smart grid integration. IEEE Trans. Smart Grid 9(2), 786–796 (2018) CrossRef
31.
Zurück zum Zitat J. Liu, Y. Miura, H. Bevrani, T. Ise, Enhanced virtual synchronous generator control for parallel inverters in microgrids. IEEE Trans. Smart Grid 8(5), 2268–2277 (2017) CrossRef J. Liu, Y. Miura, H. Bevrani, T. Ise, Enhanced virtual synchronous generator control for parallel inverters in microgrids. IEEE Trans. Smart Grid 8(5), 2268–2277 (2017) CrossRef
32.
Zurück zum Zitat J. Liu, Y. Miura, T. Ise, Comparison of dynamic characteristics between virtual synchronous generator and droop control in inverter-based distributed generators. IEEE Trans. Power Electron. 31(5), 3600–3611 (2016) CrossRef J. Liu, Y. Miura, T. Ise, Comparison of dynamic characteristics between virtual synchronous generator and droop control in inverter-based distributed generators. IEEE Trans. Power Electron. 31(5), 3600–3611 (2016) CrossRef
33.
Zurück zum Zitat F.S. Rahman, T. Kerdphol, M. Watanabe, Y. Mitani, A study on the placement of virtual synchronous generator in a two-area system, in Proc. IEEE Innovative Smart Grid Technologies Asia (ISGT Asia), 782–786 (2018) F.S. Rahman, T. Kerdphol, M. Watanabe, Y. Mitani, A study on the placement of virtual synchronous generator in a two-area system, in Proc. IEEE Innovative Smart Grid Technologies Asia (ISGT Asia), 782–786 (2018)
34.
Zurück zum Zitat F.S. Rahman, T. Kerdphol, M. Watanabe, Y. Mitani, Active power allocation of virtual synchronous generator considering multiple operating scenarios, in Proc. International Conference Electric Power Energy Conversation System (EPECS), 1–6 (2018) F.S. Rahman, T. Kerdphol, M. Watanabe, Y. Mitani, Active power allocation of virtual synchronous generator considering multiple operating scenarios, in Proc. International Conference Electric Power Energy Conversation System (EPECS), 1–6 (2018)
35.
Zurück zum Zitat F.S. Rahman, T. Kerdphol, M. Watanabe, Y. Mitani, Active power allocation of virtual synchronous generator using particle swarm optimization approach. Energy Power Eng. 9(4B), 414–424 (2017) CrossRef F.S. Rahman, T. Kerdphol, M. Watanabe, Y. Mitani, Active power allocation of virtual synchronous generator using particle swarm optimization approach. Energy Power Eng. 9(4B), 414–424 (2017) CrossRef
36.
Zurück zum Zitat H. Bevrani, T. Ise, Y. Miura, Virtual synchronous generators: a survey and new perspectives. Int. J. Electr. Power Energy Syst. 54, 244–254 (2014) CrossRef H. Bevrani, T. Ise, Y. Miura, Virtual synchronous generators: a survey and new perspectives. Int. J. Electr. Power Energy Syst. 54, 244–254 (2014) CrossRef
Metadaten
Titel
Optimization of Virtual Inertia Control Considering System Frequency Protection Scheme
verfasst von
Thongchart Kerdphol
Fathin Saifur Rahman
Masayuki Watanabe
Yasunori Mitani
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-57961-6_9