Optimal 2-DOF PID controller design for load frequency control with various nonlinearities
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2018-06-08 https://doi.org/10.14419/ijet.v7i2.33.15541 -
2-Degree Freedom of Proportional-Integral-Derivative Controller, Load Frequency Control, Differential Evolution, Particle Swarm Optimization, Nonlinear System. -
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.
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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 Transactions on Power Delivery 22.1 (2007): 457-465.
[4] Nanda, Janardan, Sukumar Mishra, and Lalit Chandra Saikia. "Maiden application of bacterial foraging-based optimization technique in multiarea automatic generation control." IEEE Transactions on power systems 24.2 (2009): 602-609.
[5] Alomoush, Muwaffaq Irsheid. "Load frequency control and automatic generation control using fractional-order controllers." Electrical Engineering 91.7 (2010): 357-368.
[6] Gupta, M., et al. "A Novel Approach for LFC and AVR of an Autonomous 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 nonlinearity." 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 methods." International Journal of Computer Science and Telecommunications 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 Communication (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 system." 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 optimization 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 automatic generation control of multi-area interconnected power system using Jaya algorithm." Engineering Applications of Artificial Intelligence 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.
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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 & Technology, 7(2.33), 955-959. https://doi.org/10.14419/ijet.v7i2.33.15541Received date: 2018-07-13
Accepted date: 2018-07-13
Published date: 2018-06-08