Research Article

Gravitational Search Algorithm (GSA) based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC)

Volume: 31 Number: 1 March 1, 2018
EN

Gravitational Search Algorithm (GSA) based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC)

Abstract

This paper presents the design and performance analysis of a meta-heuristic search technique (Gravitational-Search-algorithm) to optimal tuning of Proportional-Integral-Derivative plus Filter (PIDF) controller for automatic generation control. The designed algorithm is applied in multi-source interconnected power system. The system under investigation is equipped with PIDF-controllers which are widely used in literature considering for the analysis and design purpose. Excellency of the proposed approach is shown with comparison of differential evolution and particle swarm optimization algorithm. The dynamic response has been studied under variety of operating-conditions. The simulation results represent that the tuned PIDF-controllers by gravitational search algorithm supply the better damping of oscillations in power system.

Keywords

References

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  2. [2] Shayeghi, H., Shayanfar, H. A. and Jalili, A. “Load Frequency Control Strategies: A State-of-the-Art Survey for the Researcher”, Energy Conversion and Management, 50(2): 344-353, (2009).
  3. [3] Duman, S., Yorukeren, N. “Automatic Generation Control of the Two Area Non-reheat Thermal Power System using Gravitational Search Algorithm” Przegląd Elektrotechniczny (Electrical Review), 88(10a): 254-259. (2012)
  4. [4] Gözde, H., Taplamacıoğlu, M. C. and Kocaarslan, İ., “A swarm optimization based load frequency control application in a two area thermal power system”, International Conference on Electrical and Electronics Engineering (ELECO 2009), Bursa, 124-128, (2009).
  5. [5] Singh, O., Tiwari, P., Ibraheem and Singh A. “A Survey of Recent Automatic Generation Control Strategies in Power Systems”, International Journal of Emerging Trends in Electrical and Electronics (IJETEE), 7(2): 1-14, (2013).
  6. [6] Kothari, D. P., Nagrath, I. J., Modern power system analysis, 4th edition, McGraw Hill, New Delhi, (2011).
  7. [7] Ramesh S., Krishnan, A. “Fuzzy Rule Based Load Frequency Control in a Parallel AC–DC Interconnected Power Systems through HVDC Link”, International Journal of Computer Applications, 1(4): 62-69, (2010).
  8. [8] Sheikh, M. R. I., Muyeen S. M., Takahashi, R., “Application of Self-Tuning FPIC to AGC for Load Frequency Control in Multi-Area Power System” IEEE Power Tech Conference, Bucharest, 2-7, (2009).

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Shah Jahan Safi
Kabul Polytechnic University
Afghanistan

Suleyman Sungur Tezcan
Gazi University
Türkiye

Ibrahim Eke
Kirikkale University
Türkiye

Zakirhussain Farhad This is me
Kabul Polytechnic University
Afghanistan

Publication Date

March 1, 2018

Submission Date

October 19, 2017

Acceptance Date

December 23, 2017

Published in Issue

Year 2018 Volume: 31 Number: 1

APA
Safi, S. J., Tezcan, S. S., Eke, I., & Farhad, Z. (2018). Gravitational Search Algorithm (GSA) based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC). Gazi University Journal of Science, 31(1), 139-153. https://izlik.org/JA86EE95BR
AMA
1.Safi SJ, Tezcan SS, Eke I, Farhad Z. Gravitational Search Algorithm (GSA) based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC). Gazi University Journal of Science. 2018;31(1):139-153. https://izlik.org/JA86EE95BR
Chicago
Safi, Shah Jahan, Suleyman Sungur Tezcan, Ibrahim Eke, and Zakirhussain Farhad. 2018. “Gravitational Search Algorithm (GSA) Based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC)”. Gazi University Journal of Science 31 (1): 139-53. https://izlik.org/JA86EE95BR.
EndNote
Safi SJ, Tezcan SS, Eke I, Farhad Z (March 1, 2018) Gravitational Search Algorithm (GSA) based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC). Gazi University Journal of Science 31 1 139–153.
IEEE
[1]S. J. Safi, S. S. Tezcan, I. Eke, and Z. Farhad, “Gravitational Search Algorithm (GSA) based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC)”, Gazi University Journal of Science, vol. 31, no. 1, pp. 139–153, Mar. 2018, [Online]. Available: https://izlik.org/JA86EE95BR
ISNAD
Safi, Shah Jahan - Tezcan, Suleyman Sungur - Eke, Ibrahim - Farhad, Zakirhussain. “Gravitational Search Algorithm (GSA) Based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC)”. Gazi University Journal of Science 31/1 (March 1, 2018): 139-153. https://izlik.org/JA86EE95BR.
JAMA
1.Safi SJ, Tezcan SS, Eke I, Farhad Z. Gravitational Search Algorithm (GSA) based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC). Gazi University Journal of Science. 2018;31:139–153.
MLA
Safi, Shah Jahan, et al. “Gravitational Search Algorithm (GSA) Based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC)”. Gazi University Journal of Science, vol. 31, no. 1, Mar. 2018, pp. 139-53, https://izlik.org/JA86EE95BR.
Vancouver
1.Shah Jahan Safi, Suleyman Sungur Tezcan, Ibrahim Eke, Zakirhussain Farhad. Gravitational Search Algorithm (GSA) based PID Controller Design for Two Area Multi-Source Power System Load Frequency Control (LFC). Gazi University Journal of Science [Internet]. 2018 Mar. 1;31(1):139-53. Available from: https://izlik.org/JA86EE95BR