Skip to content
IJET International Journal of Engineering and Technology E-ISSN 2227-524X

Optimal 2-DOF PID controller design for load frequency control with various nonlinearities

Authors and Affiliations

  • Tarakanta Jena
  • Manoj Kumar Debnath
  • Prateek Prasad Ray
  • Smaran Kumar Sanyal

About this article

Download PDF

Abstract

This article includes an efficient and effective hybrid optimization technique called as Differential Evolution - Particle Swarm Optimization (DE-PSO) is used to optimize the controller gains parameters of two-degree of freedom-proportional-integral-derivative controller (2-DOF-PID) by considering the Integral time absolute error (ITAE) in load frequency control of three area non-linear interconnected reheat thermal system. The nonlinearities of the system are implemented by generation rate constraints (GRC) in each of the control areas. The incompara-bility of the suggested method is recognized above some pre-published outputs. The domination of 2-DOF-PID controller in conditions of responses of the settling time, minimum undershoots & overshoot over other controllers is proved on the nonlinear system. For the verifica-tion of the robustness of the mentioned controller a time delay is introduced in the scrutinized system as a second source of nonlinearity.

Keywords

  • 2-Degree Freedom of Proportional-Integral-Derivative Controller
  • Load Frequency Control
  • Differential Evolution
  • Particle Swarm Optimization
  • Nonlinear System.

References

[1] Kundur, Prabha, Neal J. Balu, and Mark G. Lauby. Power system stability and control. Vol. 7. New York: McGraw-hill, 1994.

[2] Saadat, Hadi. Power system analysis. McGraw-Hill, 1999.

[3] Mishra, S., and C. N. Bhende. "Bacterial foraging technique-based optimized active power filter for load compensation." IEEE Transac-tions on Power Delivery 22.1 (2007): 457-465.

[4] Nanda, Janardan, Sukumar Mishra, and Lalit Chandra Saikia. "Maiden application of bacterial foraging-based optimization tech-nique in multiarea automatic generation control." IEEE Transactions on power systems 24.2 (2009): 602-609.

[5] Alomoush, Muwaffaq Irsheid. "Load frequency control and automat-ic generation control using fractional-order controllers." Electrical Engineering 91.7 (2010): 357-368.

View more references (10)

[6] Gupta, M., et al. "A Novel Approach for LFC and AVR of an Au-tonomous Power Generating System." International Conference on Mechanical Engineering and Technology (ICMET-London 2011). ASME Press, 2011.

[7] Sahu, Rabindra Kumar, Sidhartha Panda, and Umesh Kumar Rout. "DE optimized parallel 2-DOF PID controller for load frequency control of power system with governor dead-band nonlineari-ty." International Journal of Electrical Power & Energy Systems 49 (2013): 19-33.

[8] Hamza, Ahmad M., et al. "Design of LFC and AVR for single area power system with PID controller tuning by BFO and Ziegler meth-ods." International Journal of Computer Science and Telecommuni-cations 4.5 (2013): 12-17.

[9] Taher, Seyed Abbas, Masoud Hajiakbari Fini, and Saber Falahati Aliabadi. "Fractional order PID controller design for LFC in electric power systems using imperialist competitive algorithm." Ain Shams Engineering Journal 5.1 (2014): 121-135.

[10] Dash, Puja, Lalit Chandra Saikia, and Nidul Sinha. "AGC of a multi-area interconnected system with FACTS and firefly optimized 2DOF PID controller." Control, Instrumentation, Energy and Communica-tion (CIEC), 2014 International Conference on. IEEE, 2014.

[11] Sahu, Rabindra Kumar, et al. "Teaching learning based optimization algorithm for automatic generation control of power system using 2-DOF PID controller." International Journal of Electrical Power & Energy Systems 77 (2016): 287-301.

[12] Debnath, Manoj Kumar, Sabita Tripathy, and Ranjan Kumar Mallick. "Hybrid DE-PSO optimized fuzzy-PID controller for Automatic Generation Control of a two area multi-unit power sys-tem." Electrical, Computer and Electronics Engineering (UPCON), 2016 IEEE Uttar Pradesh Section International Conference on. IEEE, 2016.

[13] Mallick, Ranjan Kumar, and Narayan Nahak. "Hybrid differential evolution particle swarm optimization (DE-PSO) algorithm for opti-mization of unified power flow controller parameters." Electrical, Computer and Electronics Engineering (UPCON), 2016 IEEE Uttar Pradesh Section International Conference on. IEEE, 2016.

[14] Singh, Sugandh P., et al. "Analytic hierarchy process based automat-ic generation control of multi-area interconnected power system us-ing Jaya algorithm." Engineering Applications of Artificial Intelli-gence 60 (2017): 35-44.

[15] Panigrahi, Tapas Kumar, Aurobindo Behera, and Arun Ku Sahoo. "Novel approach to Automatic Generation Control with various Non-linearities using 2-degree-of-freedom PID controller." Energy Procedia 138 (2017): 464-469.


How to Cite

Jena, T., Kumar Debnath, M., Prasad Ray, P., & Kumar Sanyal, S. (2018). Optimal 2-DOF PID controller design for load frequency control with various nonlinearities. International Journal of Engineering and Technology, 7(2.33), 955-959. https://doi.org/10.14419/ijet.v7i2.33.15541