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Optimal management of hybrid PV/fuel cell/battery power system: A comparison of optimal hybrid approaches

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  • Bigdeli, Nooshin

Abstract

In this paper, different optimal hybrid techniques have been proposed for management of a hybrid power generation system including photovoltaic (PV), fuel cell and battery. The main power of the hybrid system comes from the photovoltaic panels, while the fuel cell and batteries are used as back up units. In order to achieve maximum power point tracking for the photovoltaic system, both fuzzy logic controller and perturb and observation methods are examined and their performances have been investigated via simulations. Next, the performance of the hybrid system has been improved via employing a family of well-known optimization approaches for load sharing among the available resources. Imperialist Competitive Algorithm (ICA), Particle Swarm Optimization (PSO), Quantum behaved Particle Swarm Optimization (QPSO), Ant Colony Optimization (ACO), and Cuckoo Optimization Algorithm (COA) are used to manage the load sharing to achieve optimal performance while the system constraints are met. The optimal performance has been characterized via the control strategy performance measure being the ratio of the amount of hydrogen production with respect to the hydrogen consumption. In order to verify the system performance, simulation studies have been carried out using practical load demand data and real weather data (solar irradiance and air temperature). Different combination of maximum power point tracking methods with various optimization algorithms have been compared with each other. The results show that the combination of fuzzy logic controller with QPSO has the best performance among the considered combinations. In this situation, when the solar irradiation is noticeably high, the required load is supplied mainly by PV array, while the battery is charged, simultaneously. In the other times, the load is mainly fed by the battery and fuel cell while the performance constraints of battery is met and the daily performance measure is optimized.

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  • Bigdeli, Nooshin, 2015. "Optimal management of hybrid PV/fuel cell/battery power system: A comparison of optimal hybrid approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 377-393.
    • Handle: RePEc:eee:rensus:v:42:y:2015:i:c:p:377-393
    DOI: 10.1016/j.rser.2014.10.032
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    1. Yang, Hongxing & Wei, Zhou & Chengzhi, Lou, 2009. "Optimal design and techno-economic analysis of a hybrid solar-wind power generation system," Applied Energy, Elsevier, vol. 86(2), pages 163-169, February.
    2. Nfah, E.M. & Ngundam, J.M. & Tchinda, R., 2007. "Modelling of solar/diesel/battery hybrid power systems for far-north Cameroon," Renewable Energy, Elsevier, vol. 32(5), pages 832-844.
    3. Shaahid, S.M. & Elhadidy, M.A., 2007. "Technical and economic assessment of grid-independent hybrid photovoltaic-diesel-battery power systems for commercial loads in desert environments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(8), pages 1794-1810, October.
    4. Phuangpornpitak, N. & Kumar, S., 2011. "User acceptance of diesel/PV hybrid system in an island community," Renewable Energy, Elsevier, vol. 36(1), pages 125-131.
    5. Li, Chun-Hua & Zhu, Xin-Jian & Cao, Guang-Yi & Sui, Sheng & Hu, Ming-Ruo, 2009. "Dynamic modeling and sizing optimization of stand-alone photovoltaic power systems using hybrid energy storage technology," Renewable Energy, Elsevier, vol. 34(3), pages 815-826.
    6. Elhadidy, M.A., 2002. "Performance evaluation of hybrid (wind/solar/diesel) power systems," Renewable Energy, Elsevier, vol. 26(3), pages 401-413.
    7. Deshmukh, M.K. & Deshmukh, S.S., 2008. "Modeling of hybrid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(1), pages 235-249, January.
    8. Erdinc, O. & Uzunoglu, M., 2010. "Recent trends in PEM fuel cell-powered hybrid systems: Investigation of application areas, design architectures and energy management approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2874-2884, December.
    9. Uzunoglu, M. & Onar, O.C. & Alam, M.S., 2009. "Modeling, control and simulation of a PV/FC/UC based hybrid power generation system for stand-alone applications," Renewable Energy, Elsevier, vol. 34(3), pages 509-520.
    10. Arribas, Luis & Cano, Luis & Cruz, Ignacio & Mata, Montserrat & Llobet, Ermen, 2010. "PV–wind hybrid system performance: A new approach and a case study," Renewable Energy, Elsevier, vol. 35(1), pages 128-137.
    11. Shaahid, S.M. & Elhadidy, M.A., 2008. "Economic analysis of hybrid photovoltaic-diesel-battery power systems for residential loads in hot regions--A step to clean future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(2), pages 488-503, February.
    12. Jaco Schutte & Albert Groenwold, 2005. "A Study of Global Optimization Using Particle Swarms," Journal of Global Optimization, Springer, vol. 31(1), pages 93-108, January.
    13. Hatti, M. & Meharrar, A. & Tioursi, M., 2011. "Power management strategy in the alternative energy photovoltaic/PEM Fuel Cell hybrid system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 5104-5110.
    14. Nema, Pragya & Nema, R.K. & Rangnekar, Saroj, 2009. "A current and future state of art development of hybrid energy system using wind and PV-solar: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(8), pages 2096-2103, October.
    15. Khan, M.J. & Iqbal, M.T., 2009. "Analysis of a small wind-hydrogen stand-alone hybrid energy system," Applied Energy, Elsevier, vol. 86(11), pages 2429-2442, November.
    16. Zoulias, E.I. & Glockner, R. & Lymberopoulos, N. & Tsoutsos, T. & Vosseler, I. & Gavalda, O. & Mydske, H.J. & Taylor, P., 2006. "Integration of hydrogen energy technologies in stand-alone power systems analysis of the current potential for applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 10(5), pages 432-462, October.
    17. Lund, H., 2006. "Large-scale integration of optimal combinations of PV, wind and wave power into the electricity supply," Renewable Energy, Elsevier, vol. 31(4), pages 503-515.
    Full references (including those not matched with items on IDEAS)

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