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Original Articles

An optimal autonomous microgrid cluster based on distributed generation droop parameter optimization and renewable energy sources using an improved grey wolf optimizer

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Pages 819-839 | Received 31 Oct 2016, Accepted 04 Jul 2017, Published online: 07 Aug 2017

References

  • Abedini, M., M. H. Moradi, and S. M. Hosseinian. 2016. “Optimal Clustering of MGs Based on Droop Controller for Improving Reliability Using a Hybrid of Harmony Search and Genetic Algorithms.” ISA Transactions 61: 119–128. doi: 10.1016/j.isatra.2015.12.012
  • Amooshahi, H., R. A. Hooshmand, A. Khodabakhshian, and M. Moazzami. 2016. “A New Load-Shedding Approach for Microgrids in the Presence of Wind Turbines.” Electric Power Components and Systems 44 (7): 726–736. doi: 10.1080/15325008.2015.1131761
  • Arefifar, S. A., A. R. Mohamed, and T. H. M. EL-Fouly. 2015. “Supply-Adequacy-Based Optimal Construction of Microgrids in Smart Distribution Systems.” IEEE Transactions on Power Electronics 30 (4): 711–723.
  • Atwa, Y. M., and E. F. El-Saadany. 2010. “Optimal Allocation of ESS in Distribution Systems with a High Penetration of Wind Energy.” IEEE Transactions on Power Systems 25 (4): 1815–1822. doi: 10.1109/TPWRS.2010.2045663
  • Atwa, Y. M., E. F. El-Saadany, M. M. A. Salama, and R. Seethapathy. 2010. “Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization.” IEEE Transactions on Power Systems 25 (1): 360–370. doi: 10.1109/TPWRS.2009.2030276
  • Charkravor, M., and D. Das. 2001. “Voltage Stability Analysis of Radial Distribution Networks.” International Journal of Electrical Power & Energy Systems 23 (2): 129–135. doi: 10.1016/S0142-0615(00)00040-5
  • Chiu, W. Y., H. Sun, and H. V. Poor. 2015. “A Multiobjective Approach to Multimicrogrid System Design.” IEEE Transactions on Smart Grid 6 (5): 2263–2272. doi: 10.1109/TSG.2015.2399497
  • Cingoz, F., A. Elrayyah, and Y. Sozer. 2017. “Optimized Settings of Droop Parameters Using Stochastic Load Modeling for Effective DC Microgrids Operation.” IEEE Transactions on Industry Applications 53 (2): 1358–1371. doi: 10.1109/TIA.2016.2633538
  • Cingoz, F., A. Elrayyah, and Y. Sozer. 2017. “Plug-and-Play Nonlinear Droop Construction Scheme to Optimize Islanded Microgrid Operations.” IEEE Transactions on Power Electronics 32 (4): 2743–2756. doi: 10.1109/TPEL.2016.2574202
  • Elrayyah, A., F. Cingoz, and Y. Sozer. 2015. “Construction of Nonlinear Droop Relations to Optimize Islanded Microgrid Operation.” IEEE Transactions on Industry Applications 51 (4): 3404–3413. doi: 10.1109/TIA.2014.2387484
  • Etemadi, A. H., and M. Fotuhi-Firuzabad. 2008. “Distribution System Reliability Enhancement Using Optimal Capacitor Placement.” IET Generation, Transmission & Distribution 2 (5): 621–631. doi: 10.1049/iet-gtd:20070515
  • Fu, Q., A. Nasiri, A. Solanki, A. Bani-Ahmed, L. Weber, and V. Bhavaraju. 2015. “Microgrids: Architectures, Controls, Protection, and Demonstration.” Electric Power Components and Systems 43 (12): 1453–1465. doi: 10.1080/15325008.2015.1039098
  • Goodarzi, H. M., and M. H. Kazemi. 2017. “A Novel Optimal Control Method for Islanded Microgrids Based on Droop Control Using the ICA-GA Algorithm.” Energies 10 (4): 485: 1–17.
  • He, Y. Y., J. Z. Zhou, and X. Q. Xiang. 2009. “Comparison of Different Chaotic Maps in Particle Swarm Optimization Algorithm for Long-Term Cascaded Hydroelectric System Scheduling.” Chaos, Solitons & Fractals 42 (5): 3169–3176. doi: 10.1016/j.chaos.2009.04.019
  • Juang, J. G., W. Liu, and R. W. Lin. 2011. “A Hybrid Intelligent Controller for a Twin Rotor MIMO System and its Hardware Implementation.” ISA Transactions 50 (4): 609–619. doi: 10.1016/j.isatra.2011.06.006
  • Kanchev, H., L. Di, F. Colas, V. Lazarov, and B. Francois. 2011. “Energy Management and Operational Planning of a Microgrid with a PV-Based Active Generator for Smart Grid Applications.” IEEE Transactions on Industrial Electronics 58 (10): 4583–4592. doi: 10.1109/TIE.2011.2119451
  • Koutroulis, E., D. Kolokotsa, A. Potrirakis, and K. Kalaitzakis. 2006. “Methodology for Optimal Sizing of Stand-alone Photovoltaic/Wind-Generator Systems Using Genetic Algorithms.” Solar Energy 80 (9): 1072–1088. doi: 10.1016/j.solener.2005.11.002
  • Liu, Sh, X. P. Liu, and A. Saddik. 2014. “Modeling and Distributed Gain Scheduling Strategy for Load Frequency Control in Smart Grids with Communication Topology Changes.” ISA Transactions 53 (2): 454–461. doi: 10.1016/j.isatra.2013.09.005
  • Liu, B., L. Wang, and H. Y. Jin. 2005. “Improved Particle Swarm Optimization Combined with Chaos.” Chaos, Solitons & Fractals 25 (5): 1261–1271. doi: 10.1016/j.chaos.2004.11.095
  • Lu, X., J. M. Guerrero, K. Sun, and J. C. Vasquez. 2014. “Hierarchical Control of Parallel AC-DC Converter Interfaces for Hybrid Microgrids.” IEEE Transactions on Smart Grid 5 (2): 683–692. doi: 10.1109/TSG.2013.2272327
  • Majumder, R., A. Ghosh, G. Ledwich, and F. Zare. 2009. “Load Sharing and Power Quality Enhanced Operation of a Distributed Microgrid.” IET Renewable Power Generation 3 (2): 109–119. doi: 10.1049/iet-rpg:20080001
  • Masoum, M. A. S., M. Ladjevardi, A. Jafarian, and E. F. Fuchs. 2004. “Optimal Placement, Replacement and Sizing of Capacitor Banks in Distorted Distribution Networks by Genetic Algorithms.” IEEE Transactions on Power Delivery 19 (4): 1794–1801. doi: 10.1109/TPWRD.2004.835438
  • Matos, J. G., F. S. F. Silva, and L. A. Ribeiro. 2015. “Power Control in AC Isolated Microgrids with Renewable Energy Sources and Energy Storage Systems.” IEEE Transactions on Industrial Electronics 51 (1): 336–343.
  • Mirjalili, S., S. M. Mirjalili, and A. Lewis. 2014. “Grey Wolf Optimizer.” Advances in Engineering Software 69: 46–61. doi: 10.1016/j.advengsoft.2013.12.007
  • Mohammadi, M., S. H. Hosseinian, and G. B. Gharehpetian. 2012. “GA-Based Optimal Sizing of Microgrid and DG Units Under Pool and Hybrid Electricity Markets.” International Journal of Electrical Power & Energy Systems 35 (1): 83–92. doi: 10.1016/j.ijepes.2011.09.015
  • Moradi, M. H., and M. Abedini. 2012a. “A Combination of Genetic Algorithm and Particle Swarm Optimization for Optimal DG Location and Sizing in Distribution Systems.” International Journal of Electrical Power & Energy Systems 34 (1): 66–74. doi: 10.1016/j.ijepes.2011.08.023
  • Moradi, M. H., and M. Abedini. 2012b. “A Combination of Genetic Algorithm and Particle Swarm Optimization for Optimal Distributed Generation Location and Sizing in Distribution Systems with Fuzzy Optimal Theory.” International Journal of Green Energy 9 (7): 641–660. doi: 10.1080/15435075.2011.625590
  • Moradi, M. H., M. Abedini, and S. M. H. Hosseinian. 2015. A Combination of Evolutionary Algorithm and Game Theory for Optimal Location and Operation of DG from DG Owner Standpoints. IEEE Transactions on Smart Grid, in press.
  • Moradi, M. H., M. Eskandari, and S. M. H. Hosseinian. 2015. “Operational Strategy Optimization in an Optimal Sized Smart Microgrid.” IEEE Transactions on Smart Grid 6 (36–38): 1087–1095. doi: 10.1109/TSG.2014.2349795
  • Naik, S. G., D. K. Khatod, and M. P. Sharma. 2013. “Optimal Allocation of Combined DG and Capacitor for Real Power Loss Minimization in Distribution Networks.” International Journal of Electrical Power & Energy Systems 53 (1): 967–973. doi: 10.1016/j.ijepes.2013.06.008
  • Naik, S. N., D. K. Khatod, and M. P. Sharma. 2015. “Analytical Approach for Optimal Siting and Sizing of Distributed Generation in Radial Distribution Networks.” IET Generation, Transmission & Distribution 9 (3): 209–220. doi: 10.1049/iet-gtd.2014.0603
  • Nasirian, V., S. Moayedi, A. Davoudi, and F. Lewis. 2015. “Distributed Cooperative Control of dc Microgrids.” IEEE Transactions on Power Electronics 30 (4): 2288–2303. doi: 10.1109/TPEL.2014.2324579
  • Nekooei, K., M. Farsangi, M. H. Nezamabai, and K. Y. Lee. 2013. “An Improved Multi-objective Harmony Search for Optimal Placement of DGs in Distribution Systems.” IEEE Transactions on Smart Grid 4 (1): 557–567. doi: 10.1109/TSG.2012.2237420
  • Nutkani, I. U., P. C. Loh, and F. Blaabjerg. 2014. “Droop Scheme with Consideration of Operating Costs.” IEEE Transactions on Power Electronics 29 (3): 1047–1052. doi: 10.1109/TPEL.2013.2276251
  • Nutkani, I., P. Loh, P. Wang, and F. Blaabjerg. 2015. “Cost-Prioritized Droop Schemes for Autonomous AC Microgrids.” IEEE Transactions on Power Electronics 30 (2): 1109–1119. doi: 10.1109/TPEL.2014.2313605
  • Radosavljević, J., M. Jevtić, and D. Klimenta. 2016. “Energy and Operation Management of a Microgrid Using Particle Swarm Optimization.” Engineering Optimization 48 (5): 811–830. doi: 10.1080/0305215X.2015.1057135
  • Sahoo, S., and S. Mishra. 2017. A Multi-objective Adaptive Control Framework in Autonomous DC Microgrid. IEEE Transactions on Smart Grid, Accepted paper, doi:10.1109/TSG.2017.2675942.
  • Srinivas, N., and K. Deb. 1994. “Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms.” Evolutionary Computation 2 (3): 221–248. doi: 10.1162/evco.1994.2.3.221
  • Teng, J. 2002. “A Modified Gauss-Seidel Algorithm of Three-Phase Power Flow Analysis in Distribution networks.” International Journal of Electrical Power & Energy Systems 24 (2): 97–102. doi: 10.1016/S0142-0615(01)00022-9
  • Yuan, X., T. Zhang, and X. Dai. 2016. “Master–Slave Model-Based Parallel Chaos Optimization Algorithm for Parameter Identification Problems.” Nonlinear Dynamics 83 (3): 1727–1741. doi: 10.1007/s11071-015-2443-0

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