A load frequency control using a PSO-based ANN for micro-grids in the presence of electric vehicles

References

• Battistelli, C., L. Baringo, and A. J. Conejo. 2012. “Optimal Energy Management of Small Electric Energy Systems Including V2G Facilities and Renewable Energy Sources.” Electric Power Systems Research 92: 50–59. doi: 10.1016/j.epsr.2012.06.002
   Web of Science ®Google Scholar
• Bevrani, H., F. Habibi, P. Babahajyani, M. Watanabe, and Y. Mitani. 2012. “Intelligent Frequency Control in an AC Microgrid: Online PSO-Based Fuzzy Tuning Approach.” IEEE Transactions on Smart Grid 3 (4): 1935–1944. doi: 10.1109/TSG.2012.2196806
   Web of Science ®Google Scholar
• Cavin, R. K., M. C. Budge, and P. Rasmussen. 1971. “An Optimal Linear Systems Approach to Load-Frequency Control.” IEEE Transactions on Power Apparatus and Systems PAS-90: 2472–2482.
   Google Scholar
• Chaturvedi, D. K., P. S. Satsangi, and P. K. Kalra. 1999. “Load Frequency Control: A Generalised Neural Network Approach.” International Journal of Electrical Power & Energy Systems 21 (6): 405–415. doi: 10.1016/S0142-0615(99)00010-1
   Web of Science ®Google Scholar
• Cheng, L., Z. G. Hou, Y. Z. Lin, M. Tan, W. C. Zhang, and F. X. Wu. 2011. “Recurrent Neural Network for Non-Smooth Convex Optimization Problems with Application to the Identification of Genetic Regulatory Networks.” IEEE Transactions on Neural Networks 22 (5): 714–726. doi: 10.1109/TNN.2011.2109735
   PubMed Web of Science ®Google Scholar
• Cheng, L., Z. G. Hou, and M. Tan. 2008. “A Neutral-Type Delayed Projection Neural Network for Solving Nonlinear Variational Inequalities.” IEEE Transactions on Circuits and Systems II: Express Briefs 55 (8): 806–810. doi: 10.1109/TCSII.2008.922472
   Web of Science ®Google Scholar
• Cheng, L., Z. G. Hou, and M. Tan. 2009. “Adaptive Neural Network Tracking Control for Manipulators with Uncertain Kinematics, Dynamics and Actuator Model.” Automatica 45 (10): 2312–2318. doi: 10.1016/j.automatica.2009.06.007
   Web of Science ®Google Scholar
• Cheng, L., Z. G. Hou, M. Tan, Y. Z. Lin, and W. J. Zhang. 2010. “Neural-Network-Based Adaptive Leader-Following Control for Multiagent Systems with Uncertainties.” IEEE Transactions on Neural Networks 21 (8): 1351–1358. doi: 10.1109/TNN.2010.2050601
   PubMed Web of Science ®Google Scholar
• Daneshfar, F., and H. Bevrani. 2012. “Multiobjective Design of Load Frequency Control Using Genetic Algorithms.” International Journal of Electrical Power & Energy Systems 42 (1): 257–263. doi: 10.1016/j.ijepes.2012.04.024
   Web of Science ®Google Scholar
• Demiroren, A., N. S. Sengor, and H. L. Zeynelgil. 2001. “Automatic Generation Control by Using ANN Technique.” Electric Power Components and Systems 29 (10): 883–896. doi: 10.1080/15325000152646505
   Web of Science ®Google Scholar
• Farrokhifar, M., S. Grillo, and E. Tironi. 2013. “Optimal Placement of Energy Storage Devices for Loss Reduction in Distribution Networks.” IEEE PES ISGT Europe, Lyngby, Denmark. doi:10.1109/ISGTEurope.2013.6695368.
   Google Scholar
• Gao, Y., J. Jiang, C. Zhang, W. Zhang, Z. Ma, and Y. Jiang. 2017. “Lithium-ion Battery Aging Mechanisms and Life Model under Different Charging Stresses.” Journal of Power Sources 356: 103–114. doi: 10.1016/j.jpowsour.2017.04.084
   Web of Science ®Google Scholar
• Gheisarnejad, M., and M.-H. Khooban. 2018. “Secondary Load Frequency Control for Multi-Microgrids: HiL Real-Time Simulation.” Soft Computing. doi.org/10.1007/s0050.
   PubMed Web of Science ®Google Scholar
• Khalghani, M.-R., M.-H. Khooban, E. Mahboubi-Moghaddam, N. Vafamand, and M. Goodarzi. 2016. “A Self-Tuning Load Frequency Control Strategy for Microgrids: Human Brain Emotional Learning.” International Journal of Electrical Power & Energy Systems 75: 311–319. doi: 10.1016/j.ijepes.2015.08.026
   Web of Science ®Google Scholar
• Khooban, M.-H. 2018. “Secondary Load Frequency Control of Time-Delay Stand-Alone Microgrids with Electric Vehicles.” IEEE Transactions on Industrial Electronics 65 (9): 7416–7422. doi: 10.1109/TIE.2017.2784385
   Web of Science ®Google Scholar
• Khooban, M.-H., T. Dragicevic, F. Blaabjerg, and M. Delimar. 2018. “Shipboard Microgrids: A Novel Approach to Load Frequency Control.” IEEE Transactions on Sustainable Energy 9 (2): 843–852. doi: 10.1109/TSTE.2017.2763605
   Web of Science ®Google Scholar
• Khooban, M.-H., and T. Niknam. 2015. “A new Intelligent Online Fuzzy Tuning Approach for Multi-Area Load Frequency Control: Self Adaptive Modified Bat Algorithm.” International Journal of Electrical Power & Energy Systems 71: 254–261. doi: 10.1016/j.ijepes.2015.03.017
   Web of Science ®Google Scholar
• Khooban, M.-H., T. Niknam, F. Blaabjerg, P. Davari, and T. Dragicevic. 2016. “A Robust Adaptive Load Frequency Control for Micro-Grids.�� ISA Transactions 65: 220–229. doi: 10.1016/j.isatra.2016.07.002
   PubMed Web of Science ®Google Scholar
• Khooban, M.-H., T. Niknam, F. Blaabjerg, and T. Dragičević. 2017. “A new Load Frequency Control Strategy for Micro-Grids with Considering Electrical Vehicles.” Electric Power Systems Research 143: 585–598. doi: 10.1016/j.epsr.2016.10.057
   Web of Science ®Google Scholar
• Khooban, M.-H., T. Niknam, M. Shasadeghi, T. Dragicevic, and F. Blaabjerg. 2018. “Load Frequency Control in Microgrids Based on a Stochastic Noninteger Controller.” IEEE Transactions on Sustainable Energy 9 (2): 853–861. doi: 10.1109/TSTE.2017.2763607
   Web of Science ®Google Scholar
• Latifi, H., M. Farrokhifar, A. Safari, and S. Pournasir. 2016. “Optimal Sizing of Combined Heat and Power Generation Units Using of MPSO in the Besat Industrial Zone.” International Journal of Energy and Statistics 4 (1): 1650002. doi:10.1142/S2335680416500022.
   Web of Science ®Google Scholar
• Lopes, J. A. P., F. J. Soares, and P. M. R. Almeida. 2011. “Integration of Electric Vehicles in the Electric Power System.” Proceedings of the IEEE 99 (1): 168–183. doi: 10.1109/JPROC.2010.2066250
   Web of Science ®Google Scholar
• Majumder, R., A. Ghosh, and G. Ledwich. 2012. “Load Frequency Control in a Microgrid: Challenges and Improvements.” In Smart Power Grids, 49–82. Berlin: Springer.
   Google Scholar
• Mardani, M.-M., N. Vafamand, M.-H. Khooban, T. Dragicevic and F. Blaabjerg. 2018. “Design of Quadratic D-Stable Fuzzy Controller for DC Microgrids with Multiple CPLs.” IEEE Transactions on Industrial Electronics. doi:10.1109/TIE.2018.2851971.
   PubMed Web of Science ®Google Scholar
• Modirkhazeni, A.-H., O. Naghash Almasi, and M.-H. Khooban. 2016. “Improved Frequency Dynamic in Isolated Hybrid Power System Using an Intelligent Method.” International Journal of Electrical Power & Energy Systems 78: 225–238. doi: 10.1016/j.ijepes.2015.11.096
   Web of Science ®Google Scholar
• Pahasa, J., and I. Ngamroo. 2016. “Coordinated Control of Wind Turbine Blade Pitch Angle and PHEVs Using MPCs for Load Frequency Control of Microgrid.” IEEE Systems Journal 10 (1): 97–105. doi: 10.1109/JSYST.2014.2313810
   Web of Science ®Google Scholar
• Pan, C. T., and C. M. Liaw. 1989. “An Adaptive Controller for Power System Load-Frequency Control.” IEEE Transactions on Power Systems 4: 122–128. doi: 10.1109/59.32469
   Web of Science ®Google Scholar
• Safari, A. 2013. “A PSO Procedure for a Coordinated Tuning of Power System Stabilizers for Multiple Operating Conditions.” Journal of Applied Research and Technology 11 (5): 665–673. doi: 10.1016/S1665-6423(13)71574-8
   Google Scholar
• Saleh, M. S., A. Althaibani, Y. Esa, Y. Mhandi, and A. A. Mohamed. 2015. “Impact of Clustering Microgrids on Their Stability and Resilience During Blackouts.” In 2015 International Conference on Smart grid and Clean energy Technologies (ICSGCE), 195–200.
   Google Scholar
• Salehi, J., A. Safari, and F. Samadi. 2017. “Investment Deferral of sub-Transmission Substation Using Optimal Planning of Wind Generators and Storage Systems.” Journal of Energy Management and Technology 1 (1): 18–29.
   Google Scholar
• Sebastian, R., and R. Pena Alzola. 2010. “Effective Active Power Control of a High Penetration Wind Diesel System with a Ni–Cd Battery Energy Storage.” Renewable Energy 35 (5): 952–965. doi: 10.1016/j.renene.2009.11.029
   Web of Science ®Google Scholar
• Shen, P., M. Ouyang, L. Lu, and J. Li. 2016. “State of Charge, State of Health and State of Function Co-Estimation of Lithium-Ion Batteries for Electric Vehicles.” In Vehicle power and Propulsion Conference (VPPC), 1–5. IEEE.
   Google Scholar
• Singh, M., P. Kumar, and I. Kar. 2012. “Implementation of Vehicle to Grid Infrastructure Using Fuzzy Logic Controller.” IEEE Transactions on Smart Grid 3 (1): 565–577. doi: 10.1109/TSG.2011.2172697
   Web of Science ®Google Scholar
• Sui, X., Y. Tang, H. He, and J. Wen. 2014. “Energy-Storage-Based Low-Frequency Oscillation Damping Control Using Particle Swarm Optimization and Heuristic Dynamic Programming.” IEEE Transactions on Power Systems 29 (5): 2539–2548. doi: 10.1109/TPWRS.2014.2305977
   Web of Science ®Google Scholar
• Toge, M., Y. Kurita, and Sh. Iwamoto. 2013. “Supplementary Load Frequency Control with Storage Battery Operation Considering SOC Under Large-Scale Wind Power Penetration.” In Power and energy Society general Meeting (PES), 1–5.
   Google Scholar
• Yang, J., Z. Zeng, Y. Tang, J. Yan, H. He, and Y. Wu. 2015. “Load Frequency Control in Isolated Micro-Grids with Electrical Vehicles Based on Multivariable Generalized Predictive Theory.” Energies 8 (3): 2145–2164. doi: 10.3390/en8032145
   Web of Science ®Google Scholar
• Yesil, E. 2014. “Interval Type-2 Fuzzy PID Load Frequency Controller Using Big Bang-Big Crunch Optimization.” Applied Soft Computing 15: 100–112. doi: 10.1016/j.asoc.2013.10.031
   Web of Science ®Google Scholar