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Optimal sizing of a standalone photovoltaic system for remote housing electrification using numerical algorithm and improved system models

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  • Ibrahim, Ibrahim Anwar
  • Khatib, Tamer
  • Mohamed, Azah

Abstract

This paper presents a size optimization method of the energy sources in a standalone photovoltaic system. The proposed technique implies improved photovoltaic array model, dynamic battery model, and accurate objective function as well as a fast simulation algorithm. The loss of load probability (LLP) is used to define the availability of the system. Different system's configurations with different availability levels are generated using the proposed algorithm. These configurations are evaluated based on system availability and cost. Hourly meteorological and load demand data are utilized in this research. A design example is done to show the application of the proposed method considering the weather profile of Malaysia. The result shows that the optimal sizing ratio of the photovoltaic array (CA) is 1.184, while the sizing ratio for storage battery (CB) is 0.613. In addition, the levelized cost of energy (LCE) for the unit generated of energy by the proposed system is 0.447 $/kWh.

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  • Ibrahim, Ibrahim Anwar & Khatib, Tamer & Mohamed, Azah, 2017. "Optimal sizing of a standalone photovoltaic system for remote housing electrification using numerical algorithm and improved system models," Energy, Elsevier, vol. 126(C), pages 392-403.
  • Handle: RePEc:eee:energy:v:126:y:2017:i:c:p:392-403
    DOI: 10.1016/j.energy.2017.03.053
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    1. Khatib, Tamer & Mohamed, Azah & Sopian, K., 2012. "A review of solar energy modeling techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2864-2869.
    2. Chen, Shin-Guang, 2013. "Bayesian approach for optimal PV system sizing under climate change," Omega, Elsevier, vol. 41(2), pages 176-185.
    3. Abbes, Dhaker & Martinez, André & Champenois, Gérard, 2014. "Life cycle cost, embodied energy and loss of power supply probability for the optimal design of hybrid power systems," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 98(C), pages 46-62.
    4. Nordin, Nur Dalilah & Abdul Rahman, Hasimah, 2016. "A novel optimization method for designing stand alone photovoltaic system," Renewable Energy, Elsevier, vol. 89(C), pages 706-715.
    5. Jallouli, Rihab & Krichen, Lotfi, 2012. "Sizing, techno-economic and generation management analysis of a stand alone photovoltaic power unit including storage devices," Energy, Elsevier, vol. 40(1), pages 196-209.
    6. Khatib, Tamer & Mohamed, Azah & Sopian, K., 2013. "A review of photovoltaic systems size optimization techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 454-465.
    7. Prasad, A. Rajendra & Natarajan, E., 2006. "Optimization of integrated photovoltaic–wind power generation systems with battery storage," Energy, Elsevier, vol. 31(12), pages 1943-1954.
    8. Upadhyay, Subho & Sharma, M.P., 2014. "A review on configurations, control and sizing methodologies of hybrid energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 47-63.
    9. Bhuiyan, M.M.H. & Ali Asgar, M., 2003. "Sizing of a stand-alone photovoltaic power system at Dhaka," Renewable Energy, Elsevier, vol. 28(6), pages 929-938.
    10. Ibrahim Anwar Ibrahim & Tamer Khatib & Azah Mohamed, 2016. "Impact of Battery’s Model Accuracy on Size Optimization Process of a Standalone Photovoltaic System," Sustainability, MDPI, vol. 8(9), pages 1-13, September.
    11. 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.
    12. Chen, Shin-Guang, 2012. "An efficient sizing method for a stand-alone PV system in terms of the observed block extremes," Applied Energy, Elsevier, vol. 91(1), pages 375-384.
    13. Chauhan, Anurag & Saini, R.P., 2014. "A review on Integrated Renewable Energy System based power generation for stand-alone applications: Configurations, storage options, sizing methodologies and control," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 99-120.
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    15. Hannan, M.A. & Faisal, M. & Jern Ker, Pin & Begum, R.A. & Dong, Z.Y. & Zhang, C., 2020. "Review of optimal methods and algorithms for sizing energy storage systems to achieve decarbonization in microgrid applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 131(C).
    16. Ridha, Hussein Mohammed & Gomes, Chandima & Hizam, Hashim & Mirjalili, Seyedali, 2020. "Multiple scenarios multi-objective salp swarm optimization for sizing of standalone photovoltaic system," Renewable Energy, Elsevier, vol. 153(C), pages 1330-1345.
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