REAL-TIME SIMULATION ANALYSIS OF LM ALGORITHM-BASED NN FOR THE CONTROL OF VSC IN GRID CONNECTED PV-DIESEL MICROGRID USING OP4500 RT-LAB SIMULATOR

Anantha Krishnan.V∗ and N. Senthil Kumar∗

References

  1. [1] R. Majumder, Some aspects of stability in microgrids, IEEE Transactions on Power Systems, 28(3), 2013, 3243–3252.
  2. [2] X. Wu and C. Shen, Distributed optimal control for stability enhancement of microgrids with multiple distributed generators, IEEE Transactions on Power System, 32(5), 2017, 4045–4059.
  3. [3] A.K. Venkatesan, U. Subramaniam, M.S. Bhaskar, O.V.G. Swathika, S. Padmanabhan, D.J. Almakhles, and M. Mitolo, 6 Small signal stability analysis for microgrids under uncertainity using MALANN control technique, IEEE Systems Journal, IEEE Systems Journal (early access) (in press), 2020, 1–11
  4. [4] R. Sedaghati and M.R. Shakarami, A novel control strategy and power management of hybrid PV/FC/SC/battery renewable power system-based grid-connected microgrid, Sustainable Cities and Society, 44, 2019, 830–843.
  5. [5] Q. Wanga, W. Yaoa, J. Fanga, X. Aia, J. Wena, X. Yangb, H. Xieb, and X. Huangb, Dynamic modeling and small signal stability analysis of distributed photovoltaic grid-connected system with large scale of panel-level DC optimizers, Applied Energy, 259, 2020, 114–132.
  6. [6] K. Yu, Q. Ai, S. Wang, J. Ni, and T. Lv, Analysis and optimization of droop controller for microgrid system based on small signal dynamic model, IEEE Transactions on Smart Grid, 7(2), 2016, 695–705.
  7. [7] P.C. Sekhar, S. Mishra, and R. Sharma, Data analytics based neuro-fuzzy controller for diesel-photovoltaic hybrid AC microgrid, IET Generation, Transmission & Distribution, Special Issue on Sensors and Data Analytics for Smart Grid Infrastructure, IET Generation Transmission Distribution, 9(2), 2015, 193–207.
  8. [8] S.-J. Chuang, C.-M. Hong, and C.-H. Chen, Design of intelligent control for stabilization of microgrid system, Electrical Power and Energy Systems, 82, 2016, 569–578.
  9. [9] L. Djilali, E.N. Sanchez, F. Ornelas-Tellez, and M. Belkheiri, Neural network based controller for an AC microgrid connected to a utility grid, in IEEE Latin American Conference on Computational Intelligence (LA-CCI) Guadalajara, Jalisco, Mexico, 2018, November 7–9.
  10. [10] Sunpower SPR-315-E-WHT-D (315W) solar panel, Datasheet, http://www.solar-facts-and-advice.com/supportfiles/sp 315ewh en ltr p ds.pdf, sunpowercorp.com, Document #001-52285 RevA/LTR EN, 2009.
  11. [11] Emergency Diesel-Generator and Asynchronous motor, Documentation, https://in.mathworks.com/help/physmod/sps/ examples/emergency-diesel-generator-and-asynchronousmotor.html#d120e20981, Mathworks.
  12. [12] S. Nandy, P.P. Sarkar, and A. Das, Training a feed-forward neural network with artificial bee colony based back propagation method, An International Journal of Computer Science and Information Technology (IJCSIT), 4(4), 2012, 33–46.
  13. [13] H. Yu and B.M. Wiliamowski, The Industrial Electronics Handbook, 2nd ed. (Intelligent Systems, CRC Press, 2011, Volume 5, Chapter 12), 12-1–12-5.
  14. [14] Opal-RT Technologies. [Available Online]. Site: http://www.opalrt.com
  15. [15] Solar Irradiance, Alternative Energy tutorials. [Available Online]. Title of the site: https://www.alternative-energytutorials.com/solar-power/solar-irradiance.html

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