Enhanced Power and Current Limiting Control in PMSG based Wind Turbine under Unbalanced Grid Voltage using ANFIS Controller

Authors

  • T. Srikanth  Associate Professor, Electrical and Electronics Engineering, Sree Venkateswara College of Engineering, Nellore, Andhra Pradesh, India
  • Y.V. Niranjan Kumar   Assistant Professor, Electrical and Electronics Engineering, Sree Venkateswara College of Engineering, Nellore, Andhra Pradesh, India
  • T. Sai Priyanka  Electrical and Electronics Engineering, Sree Venkateswara College of Engineering, Nellore, Andhra Pradesh, India
  • G. Jyotshna  Electrical and Electronics Engineering, Sree Venkateswara College of Engineering, Nellore, Andhra Pradesh, India
  • P. Kalyani  Electrical and Electronics Engineering, Sree Venkateswara College of Engineering, Nellore, Andhra Pradesh, India
  • M. Sowmya  

Keywords:

wind turbine, PMSG, ANFIS controller, unbalanced grid voltage, voltage regulation, frequency regulation, efficiency, stability, renewable energy.

Abstract

This paper proposes an innovative approach to enhance the performance of wind turbine systems with permanent magnet synchronous generators (PMSG) during unbalanced grid voltage conditions. The proposed approach involves using an adaptive neuro-fuzzy inference system (ANFIS) controller to regulate the voltage and frequency of the PMSG system, thereby improving its efficiency and stability. Simulations were conducted using MATLAB/Simulink to evaluate the performance of the proposed ANFIS controller under various unbalanced grid voltage scenarios. The results demonstrated that the ANFIS controller was effective in maintaining the voltage and frequency of the PMSG system within acceptable limits, even under severe unbalanced grid voltage conditions. The controller was also found to improve the power output and reduce the system losses.

References

  1. Polinder, H., et al., Comparison of direct-drive and geared generator concepts for wind turbines. 2006. 21 (3): p. 725-733.
  2. Chinchilla, M., S. Arnaltes, and J.C.J.I.T.o.e.c. Burgos, Control of permanent-magnet generators applied to variable-speed wind-energy systems connected to the grid. 2006. 21(1): p. 130-135.
  3. Li, P., et al., Control and monitoring for grid-friendly wind turbines: Research overview and suggested approach. 2014. 30(4): p. 1979-1986.
  4. Geng, H., L. Liu, and R.J.I.T.o.S.E. Li, Synchronization and reactive current support of PMSG-based wind farm during severe grid fault. 2018. 9(4): p. 1596-1604.
  5. Vijayapriya, R., P. Raja, and M.J.I.T.o.S.E. Selvan, A modified active power control scheme for enhanced operation of PMSG-based WGs. 2017. 9(2): p. 630-638.
  6. Tripathi, S., et al., Grid-integrated permanent magnet synchronous Generator based wind energy conversion systems: A technology review. 2015. 51: p. 1288-1305.
  7. Nasiri, M., et al., A review of low-voltage ride-through enhancement methods for permanent magnet synchronous Generator based wind turbines. 2015. 47: p. 399-415.
  8. Wu, Z., et al. Comprehensive modeling and analysis of permanent magnet synchronous generator-wind turbine system with enhanced low voltage ride through capability. in 2012 IEEE Energy Conversion Congress and Exposition (ECCE). 2012. IEEE.
  9. Kim, K.-H., et al., LVRT scheme of PMSG wind power systems based on feedback linearization. 2011. 27(5): p. 2376-2384.
  10. Uehara, A., et al., A coordinated control method to smooth wind power fluctuations of a PMSG-based WECS. 2011. 26(2): p. 550-558.
  11. Li, S., et al., Optimal and direct-current vector control of direct-driven PMSG wind turbines. 2011. 27(5): p. 2325-2337.
  12. M. A. A. Rani, C. Nagamani, G. Saravana Ilango, and A. Karthikeyan, ``An effective reference generation scheme for DFIG with unbalanced grid voltage,'' IEEE Trans. Sustain. Energy, vol. 5, no. 3, pp. 1010_1018, Jul. 2014.
  13. J. Svensson, M. Bongiorno, and A. Sannino, ``Practical implementation of delayed signal cancellation method for phase-sequence separation,'' IEEE Trans. Power Del., vol. 22, no. 1, pp. 18_26, Jan. 2007.

International Journal of Scientific Research in Science, Engineering and Technology

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Published

2023-04-30

Issue

Volume 10, Issue 2, March-April-2023

Section

Research Articles

License

Copyright (c) IJSRSET

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
T. Srikanth, Y.V. Niranjan Kumar, T. Sai Priyanka, G. Jyotshna, P. Kalyani, M. Sowmya "Enhanced Power and Current Limiting Control in PMSG based Wind Turbine under Unbalanced Grid Voltage using ANFIS Controller" International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 10, Issue 2, pp.609-617, March-April-2023.