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Sine Cosine Optimization Based Proportional Derivative-Proportional Integral Derivative Controller for Frequency Control of Hybrid Power System

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Computational Intelligence in Data Mining

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 990))

Abstract

This work introduces Sine Cosine Algorithm (SCA) for a hybrid power system and it is employed with one of a cascade controller called proportional derivative-proportional integral derivative controller (PD-PID) to maintain frequency regulation. The proposed hybrid power system comprises of thermal unit, wind turbine generators (WTGs), aqua electrolyze (AE), fuel cell (FC), diesel engine generator (DEG), battery energy storage (BES) system, ultracapacitor (UC) in area-1 and in area-2 the combination of hydro-thermal units are considered. The system is analyzed under different cases: step load disturbance in both the areas, band limited noise in both the areas and step disturbance with noise at the wind system. The supremacy of the proposed controller is analyzed with PIDF controller on the same platform.

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References

  1. Elgerd, O.I.: Electric Energy Systems Theory–An Introduction. Tata McGraw Hill, New Delhi (2000)

    Google Scholar 

  2. Bevrani, H.: Robust Power System Frequency Control. Springer, Berlin (2009)

    Book  Google Scholar 

  3. Bevrani, H., Hiyama, T.: Intelligent Automatic Generation Control. CRC Press, Boca Raton (2011)

    Google Scholar 

  4. Gorripotu, T.S., Sahu, R.K., Panda, S.: AGC of a multi-area power system under deregulated environment using redox flow batteries and interline power flow controller. Eng. Sci. Technol. Int. J. 18(4), 555–578 (2015)

    Article  Google Scholar 

  5. Gorripotu, T.S., Sahu, R.K., Panda, S.: Application of firefly algorithm for AGC under deregulated power system. In: Jain, L., Behera, H., Mandal, J., Mohapatra, D. (eds) Computational Intelligence in Data Mining - Volume 1. Smart Innovation, Systems and Technologies, vol 31. Springer, New Delhi, 2015

    Google Scholar 

  6. Gorripotu, T.S., Sahu, R.K., Baliarsingh, A.K., Panda, S.: Load frequency control of power system under deregulated environment using optimal firefly algorithm. Int. J. Electr. Power Energy Syst. 74, 195–211 (2016)

    Article  Google Scholar 

  7. Saikia, L.C., Mishra, S., Sinha, N., Nanda, J.: Automatic generation control of a multi area hydrothermal system using reinforced learning neural network controller. Int. J. Electr. Power Energy Syst. 33(4), 1101–1108 (2011)

    Article  Google Scholar 

  8. Ali, E.S., Abd-Elazim, S.M.: BFOA based design of PID controller for two area load frequency control with nonlinearities. Int. J. Electr. Power Energy Syst. 51, 224–231 (2013)

    Article  Google Scholar 

  9. Parmar, K.P.S., Majhi, S., Kothari, D.P.: Improvement of dynamic performance of LFC of the two-area power system: an analysis using MATLAB. Int. J. Comput. Appl. 40(10), 28–32 (2012)

    Google Scholar 

  10. Chandra Sekhar, G.T., Vijaya Kumar, D., Manamadha Kumar, B., Ramana, P.: Design and analysis of BFOA optimized PID controller with derivative filter for frequency regulation in distributed generation system. Int. J. Comput. Appl. 12(2), 291–323 (2018). INDERSCIENCE

    Google Scholar 

  11. Frede, B., Remus, T., Marco, L., Adrian, T.V.: Overview of control and grid synchronization for distributed power generation systems. IEEE Trans. Industr. Electron. 53(5), 1398–1409 (2006)

    Article  Google Scholar 

  12. Manoj, D., Tomonobu, S., Atsushi, Y., Toshihisa, F., Kim,C.H.: A frequency-control approach by photovoltaic generator in a PV–diesel hybrid power system. IEEE Trans. Energy Convers. 26(2), 559–571 (2011)

    Article  Google Scholar 

  13. Mohanty, S.R., Kishor, N., Ray, P.K.: Robust H-infinite loop shaping controller based on hybrid PSO and harmonic search for frequency regulation in hybrid distributed generation system. Int. J. Electr. Power Energy Syst. 60(1), 302–316 (2014)

    Article  Google Scholar 

  14. Pandey, S.K., Mohanty, S.R., Kishor, N., Catalão, J.P.: Frequency regulation in hybrid power systems using particle swarm optimization and linear matrix inequalities based robust controller design. Int. J. Electr. Power Energy Syst. 63(1), 887–900 (2014)

    Article  Google Scholar 

  15. Rahman, M.L., Oka, S., Shirai, Y.: Hybrid power generation system using offshore-wind turbine and tidal turbine for power fluctuation compensation (HOT-PC). IEEE Trans. Sustain. Energy 1(2), 92–98 (2010)

    Article  Google Scholar 

  16. Howlader, A.M., Izumi, Y., Uehara, A., Urasaki, N., Senjyu, T., Saber, A.Y.: “A robust H∞ controller based frequency control approach using the wind-battery coordination strategy in a small power system. Int. J. Electr. Power Energy Syst. 58(1), 190–198 (2014)

    Google Scholar 

  17. Li, Y.H., Choi, S.S., Rajakaruna, S.: An analysis of the control and operation of a solid oxide fuel-cell power plant in an isolated system. IEEE Trans. Energy Convers. 20(2), 381–387 (2005)

    Article  Google Scholar 

  18. Sedghisigarchi, K., Feliachi, A.: Impact of fuel cells on load-frequency control in power distribution systems. IEEE Trans. Energy Convers. 21(1), 250–256 (2006)

    Article  Google Scholar 

  19. Ray, P.K., Mohanty, S.R., Kishor, N.: Proportional–integral controller based small-signal analysis of hybrid distributed generation systems. Energy Convers. Manag. 52(4), 1943–1954 (2011)

    Article  Google Scholar 

  20. Das, D.C., Roy, A.K., Sinha, N.: GA based frequency controller for solar thermal–diesel–wind hybrid energy generation/energy storage system. Int. J. Electr. Power Energy Syst. 43(1), 262–279 (2012)

    Article  Google Scholar 

  21. Li, X., Song, Y.-J., Han, S.-B.: Frequency control in micro-grid power system combined with electrolyzer system and fuzzy PI controller. J. Power Sources 180(1), 468–475 (2008)

    Article  Google Scholar 

  22. Egido, I., Sigrist, L., Lobato, E., Rouco, L., Barrado, A.: An ultra-capacitor for frequency stability enhancement in small-isolated power systems: Models, simulation and field tests. Appl. Energy 137(1), 670–676 (2015)

    Article  Google Scholar 

  23. Sahu, R.K., Gorripotu, T.S., Panda, S.: A hybrid DE–PS algorithm for load frequency control under deregulated power system with UPFC and RFB. Ain Shams Eng. J. 6, 893–911 (2015)

    Article  Google Scholar 

  24. Sahu, R.K., Gorripotu, T.S., Panda, S.: DE optimized fuzzy PID controller with derivative filter for LFC of multi source power system in deregulated environment. Ain Shams Eng. J. 6, 511–530 (2015)

    Article  Google Scholar 

  25. Sahu, R.K., Panda, S., Gorripotu, T.S.: A novel hybrid PSO-PS optimized fuzzy PI controller for AGC in multi area interconnected power systems. Int. J. Electr. Power Energy Syst. 64, 880–893 (2015)

    Article  Google Scholar 

  26. Sahu, R.K., Gorripotu, T.S., Panda, S.: Automatic generation control of multi-area power systems with diverse energy sources using teaching learning-based optimization algorithm. Eng. Sci. Technol. Int. J. 19(1), 113–134 (2016)

    Article  Google Scholar 

  27. Shabani, H., Vahidi, B., Ebrahimpour, M.A.: Robust PID controller based on imperialist competitive algorithm for load-frequency control of power systems. ISA Trans. 52(1), 88–95 (2012)

    Article  Google Scholar 

  28. Mirjalili, S.: SCA: a sine cosine algorithm for solving optimization problems. Knowl.-Based Syst. 96(1), 120–133 (2016)

    Article  Google Scholar 

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Author information

Authors and Affiliations

  1. Department of Electrical and Electronics Engineering, Sri Sivani College of Engineering, Srikakulam, 532410, Andhra Pradesh, India

    Tulasichandra Sekhar Gorripotu

  2. Department of Electrical and Electronics Engineering, GMR Institute of Technology, Rajam, 532127, Andhra Pradesh, India

    Pilla Ramana

  3. Department of Electrical Engineering, Veer Surendra Sai University of Technology (VSSUT), Burla, 768018, Odisha, India

    Rabindra Kumar Sahu & Sidhartha Panda

Authors
  1. Tulasichandra Sekhar Gorripotu
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  2. Pilla Ramana
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  3. Rabindra Kumar Sahu
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  4. Sidhartha Panda
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Corresponding author

Correspondence to Tulasichandra Sekhar Gorripotu .

Editor information

Editors and Affiliations

  1. Department of Information Technology, Veer Surendra Sai University of Technology, Burla, Sambalpur, Odisha, India

    Himansu Sekhar Behera

  2. Department of Computer Science and Engineering, Sri Sivani College of Engineering, Srikakulam, Andhra Pradesh, India

    Janmenjoy Nayak

  3. Department of Computer Application, Veer Surendra Sai University of Technology, Burla, Sambalpur, Odisha, India

    Bighnaraj Naik

  4. Faculty of Communication Sciences, University of Teramo, Teramo, Italy

    Danilo Pelusi

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Gorripotu, T.S., Ramana, P., Sahu, R.K., Panda, S. (2020). Sine Cosine Optimization Based Proportional Derivative-Proportional Integral Derivative Controller for Frequency Control of Hybrid Power System. In: Behera, H., Nayak, J., Naik, B., Pelusi, D. (eds) Computational Intelligence in Data Mining. Advances in Intelligent Systems and Computing, vol 990. Springer, Singapore. https://doi.org/10.1007/978-981-13-8676-3_66

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