Multiverse optimized ANFIS scheduled fractional ordered proportional-integral-derivative controller for mitigation of frequency excursions in AC microgrid coupled with electric vehicles

References

• Driesen J, Katiraei F. Design for distributed energy resources. IEEE Power And Energy Mag. 2008;6(3):30–40.
   Web of Science ®Google Scholar
• Timbus A, Larsson M, Yuen C. Active management of distributed energy resources using standardized communications and modern information technologies. IEEE Trans Ind Electron. 2009;56(10):4029–4037. doi: 10.1109/TIE.2009.2017123
   Web of Science ®Google Scholar
• Lee D, Wang L. Small-signal stability analysis of an autonomous hybrid renewable energy power generation/energy storage system part I: Time-Domain Simulations. IEEE Trans Energy Conver. 2008;23(1):311–320. doi: 10.1109/TEC.2007.914309
   Web of Science ®Google Scholar
• Tran D, Khambadkone AM. Energy management for lifetime extension of energy storage system in micro-grid applications. IEEE Trans Smart Grid. 2013;4(3):1289–1296. doi: 10.1109/TSG.2013.2272835
   Web of Science ®Google Scholar
• Bevrani H, Habibi F, Babahajyani P, et al. Intelligent frequency control in an AC microgrid: online PSO-Based fuzzy tuning approach. IEEE Trans Smart Grid. 2012;3(4):1935–1944. doi: 10.1109/TSG.2012.2196806
   Web of Science ®Google Scholar
• Antonio L, Ribeiro DS, Saavedra OR, et al. Isolated micro-grids with renewable hybrid generation: the case of lençóis Island. IEEE Trans Sustainable Energy. 2011;2(1):1–11.
   Web of Science ®Google Scholar
• Datta M, Senjyu T. Fuzzy control of distributed PV inverters/energy storage systems/electric vehicles for frequency regulation in a large power system. IEEE Trans Smart Grid. 2013;4(1):479–488. doi: 10.1109/TSG.2012.2237044
   Web of Science ®Google Scholar
• Kempton W, Tomic J. Vehicle-to-grid power implementation: from stabilizing the grid to supporting large-scale renewable energy. J Power Sources. 2005;144(1):280–294. doi: 10.1016/j.jpowsour.2004.12.022
   Web of Science ®Google Scholar
• Elnozahy MS, Salama MMA. Studying the feasibility of charging plug-in hybrid electric vehicles using photovoltaic electricity in residential distribution systems. Electric Power Syst Res. 2014;110:133–143. doi: 10.1016/j.epsr.2014.01.012
   Web of Science ®Google Scholar
• Bremermann LE, Matos M, Lopes JAP, et al. Electric vehicle models for evaluating the security of supply. Electric Power Syst Res. 2014;111:32–39. doi: 10.1016/j.epsr.2014.02.001
   Web of Science ®Google Scholar
• Liu H, Hu Z, Song Y, et al. Decentralized vehicle-to-grid control for primary frequency regulation considering charging demands. IEEE Trans Power Syst. 2013;28(3):3480–3489. doi: 10.1109/TPWRS.2013.2252029
   Web of Science ®Google Scholar
• Arya Y. AGC of PV-thermal and hydro-thermal power systems using CES and a new multi-stage FPIDF-(1+PI) controller. Renewable Energy. 2019;134:796–806. doi: 10.1016/j.renene.2018.11.071
   Web of Science ®Google Scholar
• Dahiya P, Mukhija P, Saxena AR, et al. Comparative performance investigation of optimal controller for AGC of electric power generating systems. Automatika. 2016;57(4):902–921. doi: 10.7305/automatika.2017.12.1707
   Web of Science ®Google Scholar
• Arya Y, Dahiya P, Celik E, et al. AGC performance amelioration in multi-area interconnected thermal and thermal-hydro-gas power systems using a novel controller. Int J Eng Sci Technol. 2021;24(2):384–396. doi: 10.1016/j.jestch.2020.08.015
   Web of Science ®Google Scholar
• Celik E, Ozturk N, Arya Y, et al. (1+PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems. Neural Comput Appl. 2021;33(22):15433–15456. doi: 10.1007/s00521-021-06168-3
   Web of Science ®Google Scholar
• Sharma M, Dhundhara S, Arya Y, et al. Frequency excursion mitigation strategy using a novel COA optimized fuzzy controller in wind integrated power systems. IET Renewable Power Gener. 2020;14(19):4071–4085. doi: 10.1049/iet-rpg.2020.0882
   Web of Science ®Google Scholar
• Barik AK, Jaiswal S, Das DC. Recent trends and development in hybrid microgrid: a review on energy resource planning and control. Int J Sust Energy. 2022;41(4):308–322. doi: 10.1080/14786451.2021.1910698
   Web of Science ®Google Scholar
• Bhuyan M, Barik AK, Das DC. GOA optimised frequency control of solar-thermal/sea-wave/biodiesel generator based interconnected hybrid microgrids with DC link. Int J Sust Energy. 2020;39(7):615–633. doi: 10.1080/14786451.2020.1741589
   Web of Science ®Google Scholar
• Latif A, Paul M, Das DC, et al. Price based demand response for optimal frequency stabilization in ORC solar thermal based isolated hybrid microgrid under salp swarm technique. Electronics. 2020;9(12):1–16. doi: 10.3390/electronics9122209
   Web of Science ®Google Scholar
• Aftab MA, Hussain SS, Latif A, et al. IEC 61850 communication based dual stage load frequency controller for isolated hybrid microgrid. I Int J Electr Power Energy Syst. 2021;130:1–14. doi: 10.1016/j.ijepes.2021.106909
   Web of Science ®Google Scholar
• Latif A, Hussain SS, Das DC, et al. Design and implementation of maiden dual-level controller for ameliorating frequency control in a hybrid microgrid. Energies. 2021;14(9):1–15. doi: 10.3390/en14092418
   Web of Science ®Google Scholar
• Latif A, Hussain SS, Das DC, et al. A review on fractional order (FO) controllers’ optimization for load frequency stabilization in power networks. Energy Rep. 2021;7:4009–4021. doi: 10.1016/j.egyr.2021.06.088
   Web of Science ®Google Scholar
• Turner G, Kelley JP, Storm CL, et al. Design and active control of a microgrid testbed. IEEE Trans Smart Grid. 2014;6(1):73–81. doi: 10.1109/TSG.2014.2340376
   Web of Science ®Google Scholar
• Khalghani MR, Khooban MH, Mahboubi-Moghaddam E, et al. A self-tuning load frequency control strategy for microgrids: human brain emotional learning. Int J Electri Power Energy Syst. 2016;75:311–319. doi: 10.1016/j.ijepes.2015.08.026
   Web of Science ®Google Scholar
• Mojica-Nava E, Macana CA, Quijano N. Dynamic population games for optimal dispatch on hierarchical microgrid control. IEEE Trans On Systems, Man, And Cybernetics: Systems. 2013;44(3):306–317. doi: 10.1109/TSMCC.2013.2266117
   Web of Science ®Google Scholar
• Yang J, Zeng Z, Tang Y, et al. Load frequency control in isolated micro-grids with electrical vehicles based on multivariable generalized predictive theory. Energies. 2015;8(3):2145–2164. doi: 10.3390/en8032145
   Web of Science ®Google Scholar
• Zheng S, Tang X, Song B, et al. Stable adaptive PI control for permanent magnet synchronous motor drive based on improved JITL technique. ISA Trans. 2013;52(4):539–549. doi: 10.1016/j.isatra.2013.03.002
   PubMed Web of Science ®Google Scholar
• Yesil E. Interval type-2 fuzzy PID load frequency controller using big bang–big crunch optimization. Appl Soft Comput. 2014;15:100–112. doi: 10.1016/j.asoc.2013.10.031
   Web of Science ®Google Scholar
• Pahasa J, Ngamroo I. Coordinated control of wind turbine blade pitch angle and PHEVs using MPCs for load frequency control of microgrid. IEEE Syst J. 2014;10(1):97–105. doi: 10.1109/JSYST.2014.2313810
   Web of Science ®Google Scholar
• Singh VP, Mohanty SR, Kishor N, et al. Robust H-infinity load frequency control in hybrid distributed generation system. Int J Electrical Power Energy Syst. 2013;46:294–305. doi: 10.1016/j.ijepes.2012.10.015
   Web of Science ®Google Scholar
• Chowdhury C, Chowdhury SP, Crossley P. Microgrids and active distribution networks. In: Microgrids and Active Distribution Networks. IET Renewable Energy Series. London, U.K: The Institution of Engineering and Technology; 2009. p. 1–279.
   Google Scholar
• Lasseter RH, Eto JH, Schenkman B, et al. CERTS microgrid laboratory test bed. IEEE Trans Power Deliv. 2010;26(1):325–332. doi: 10.1109/TPWRD.2010.2051819
   Web of Science ®Google Scholar
• Hatziargyriou N, Asano H, Iravani R, et al. Microgrids. IEEE Power And Energy Mag. 2007;5(4):78–94. doi: 10.1109/MPAE.2007.376583
   Web of Science ®Google Scholar
• Bevrani H. Robust power system frequency control. NewYork: Springer; 2009.
   Google Scholar
• Saini V, Suhag S. Frequency regulation in an AC microgrid with diverse sources of power using intelligent control technique. J Automation And Control. 2016;4(3):252–256. doi: 10.18178/joace.4.3.252-256
   Google Scholar
• Shimizu K, Masuta T, Ota Y, et al. A new load frequency control method in power system using vehicle-to-grid system considering users’ convenience. In Proceedings of the 17th Power System Computation Conference Stockholm, Sweden, 2011:22–26.
   Google Scholar
• Podlubny I. Fractional-order systems and PIλDm controllers. IEEE Trans Autom Control. 1999;44(1):208–214. doi: 10.1109/9.739144
   Web of Science ®Google Scholar
• Hamamci SE. An algorithm for stabilization of fractional-order time delay systems using fractional-order PID controllers. IEEE Trans Autom Control. 2007;52(10):1964–1969. doi: 10.1109/TAC.2007.906243
   Web of Science ®Google Scholar
• Biswas A, Das S, Abraham A, et al. Design of fractional-order PIλDm controllers with an improved differential evolution. Eng Appl Artif Intell. 2009;22(2):343–350. doi: 10.1016/j.engappai.2008.06.003
   Web of Science ®Google Scholar
• Zamani M, Karimi-Ghartemani M, Sadati N, et al. Design of fractional order PID controller for an AVR using particle swarm optimization. Control Engg Pract. 2009;17(12):1380–1387. doi: 10.1016/j.conengprac.2009.07.005
   Web of Science ®Google Scholar
• Monje CA, Vinagre BM, Calderon AJ, et al. On fractional PIλ controllers: some tuning rules for robustness to plant uncertainties. Nonlinear Dyn. 2004;38(1):369–381. doi: 10.1007/s11071-004-3767-3
   Web of Science ®Google Scholar
• Barbosa RS, Tenreiro Machado JA, Ferreira IM. Tuning of PID controllers based on Bode’s ideal transfer function. Nonlinear Dyn. 2004;38(1):305–321. doi: 10.1007/s11071-004-3763-7
   Web of Science ®Google Scholar
• Sekhar GTC, Sahu RK, Baliarsingh AK, et al. Load frequency control of power system under deregulated environment using optimal firefly algorithm. Int J Electrical Power Energy Syst. 2016;74:195–211. doi: 10.1016/j.ijepes.2015.07.025
   Web of Science ®Google Scholar
• Ali ES, Abd-Elazim SM. Bacteria foraging optimization algorithm based load frequency controller for interconnected power system. Int J Electri Power And Energy Syst. 2011;33(3):633–638. doi: 10.1016/j.ijepes.2010.12.022
   Web of Science ®Google Scholar
• Shabani H, Vahidi B, Ebrahimpour M. A robust PID controller based on imperialist competitive algorithm for load-frequency control of power systems. ISA Trans. 2013;52(1):88–95. doi: 10.1016/j.isatra.2012.09.008
   PubMed Web of Science ®Google Scholar
• Jang JS. ANFIS: adaptive-network-based fuzzy inference system. IEEE Trans Syst Man Cybern. 1993;23(3):665–685. doi: 10.1109/21.256541
   Web of Science ®Google Scholar
• Mirjalili S, Mirjalili SM, Hatamlou A. Multi-verse optimizer: a nature-inspired algorithm for global optimization. Neural Comput Appl. 2016;27(2):495–513. doi: 10.1007/s00521-015-1870-7
   Web of Science ®Google Scholar
• Guha D, Roy PK, Banerjee S. Load frequency control of interconnected power system using grey wolf optimization. Swarm And Evolu Comput. 2016;27:97–115. doi: 10.1016/j.swevo.2015.10.004
   Web of Science ®Google Scholar