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Optimization of PID Controller for a Hybrid Power System using Particle Swarm Optimization Technique

Bhumika Sahu, MPS Chawla, Sandeep Bhongade

Abstract


With the advancement of technology, power demand is increasing day-by-day. Energy deficiency problem and increasing petroleum/diesel cost has resulted in severe impacts to many technical facts. Introduction of non- conventional energy sources such as wind and photovoltaic energy, which is clean and copiously present in nature, can be possible solutions to these problems. This paper presents optimization of a Hybrid power system, with one of swarm intelligent algorithms named as particle swarm optimization (PSO). The hybrid framework utilizes PID controllers for controlling its yield. It has been finished by concentrate different mixes of diesel motor generator, wind turbine generator, water electrolyzer, energy unit and battery.With the optimized system parameters, high quality power supply can be delivered to the load and the frequency fluctuations can also be minimized.


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M. H. Nehrir, C. Wang, K. Strunz, H. Aki, R. Ramakumar, J. Bing, Z. Miao, and Z. Salameh “Hybrid Renewable/Alternative Energy Systems for Electric Power Generation: Configurations, Control, and Applications” IEEE Transactions on Sustainable Energy, vol. 2, no. 4, Oct.2011.

Chandraprabha, Namrata Singh, Shalini Thakur and Rituraj Karan, “Current Stature and Future Outlook of Hybrid Renewable Energy System,” International Advanced Research Journal in Science, Engineering and Technology, Vol. 2, Special Issue 1, May2015.

Sonali Goel and Renu Sharma, “Performance evaluation of stand alone, grid connected and hybrid renewable energy systems for rural application: A comparative review,” Renewable and Sustainable Energy Reviews, vol. 78, 1378–1389, May 2017.

Gaing, Z.L. “A Particle Swarm Optimization approach for optimum design of PID controller in AVR system” IEEE Transactions on Energy Conversion, Vol.19(2), 384-391, 2004.

D. J. Lee and L. Wang, "Small-signal stability analysis of an autonomous hybrid renewable energy power generation/energy storage system part I: time-domain simulations", Energy Conversion, IEEE Transactions, vol. 23, no. 1, March 2008.

T. Senjyu, T. Nakaji, K. Uezato and T. Funabashi, “A hybrid power system using alternative energy facilities in isolated island,” IEEE Trans. Energy Convers., vol. 20, no. 2, pp. 406–414, Jun. 2005.

P. Wang and R. Billinton, “Reliability benefit analysis of adding WTG to a distribution system,” IEEE Trans. Energy Convers., vol. 16, no. 2, pp. 134–139, Jun. 2001.

K. Rajshetra, “Hybrid fuel cell strategies for clean pwer generation,” IEEE Transaction Industry applications, vol. 41, pp.682-689, May-June 2005.

Li.Wang, “Dynamic analysis of a microgrid system for supplying electrical loads in a sai;ing boat,” IEEE Transactions 2012.

Anurekha Nayak and Manoj Kumar Maharana, “Tuning of PID Controller to Maintain Load Frequency for Hybrid Power System,” International Conference on Innovative Mechanisms for Industry Applications, 2017.

Subhojit Malik, Palash Dutta, Sayantan Chakrabarti and Abhishek Barman, “Parameter Estimation of a PID Controller using Particle Swarm Optimization Algorithm,” International Journal of Advanced Research in Computer and Communication Engineering, Vol. 3, Issue 3, March2014.

Stepan Ozana, “PID Controller design based on global optimization technique with additional constraints,” Journal of electrical engineering, vol. 67, 160-168, 2016.

Anil Kumar and Dr. Rajiv Gupta, “Tunning of PID controller using PSO algorithm and compare results of integral errors for AVR system,” International Journal of Innovative Research and Development, vol.2, issue 4, april 2013.

Kennedy J., Eberhart R. “Particle swarm optimization, Proceedings of the IEEE International Conference on Neural Networks”, Perth, Australia. IEEE pp. 1942–1948 November-December1995.

A. Hina Fathima and K. Palanisamy, “Optimization in microgrids with hybrid energy systems – A review,” Renewable and Sustainable Energy Reviews, vol. 45, 431–446,2015.

V. Siva Pavani and Gnaneshwar Kumar, “An Analysis of Advanced Wind/Fuel Cell based Hybrid Power Generation Strategies for Microgrid Applications,” International Journal for Indian Innovative Research Engineering Streams of Technological Sciences, vol. 1, 2017.


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