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A Global Dynamic Harmony Search for Optimization of a Hybrid Photovoltaic-Battery Scheme: Impact of Type of Solar Panels

Author

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  • Jingchao Liu

    (Department of Mechanical and Electrical Technology, Xijing University, Xi’an 710123, China)

  • Lixue Mei

    (College of Mechanical Electronic Engineering, Jingdezhen University, Jingdezhen 333000, China)

  • Akbar Maleki

    (Faculty of Mechanical Engineering, Shahrood University of Technology, Shahrood 3619995161, Iran)

  • Roghayeh Ghasempour

    (Department of Renewable Energies, Faculty of New Science & Technologies, University of Tehran, Tehran 1439957131, Iran)

  • Fathollah Pourfayaz

    (Department of Renewable Energies, Faculty of New Science & Technologies, University of Tehran, Tehran 1439957131, Iran)

Abstract

The type of solar panels has a great impact on the optimal sizing of a hybrid photovoltaic–battery scheme. The optimization of these schemes based on a powerful optimization approach results in more cost-effective schemes. In this paper, a new global dynamic harmony search method, as an optimization method, is presented for the optimal sizing of a hybrid photovoltaic–battery scheme. The new optimization method is aimed at minimizing the total cost and loss of load supply probability of the scheme at the same time. In this regard, the effect of the type of solar panels on the optimal sizing of the hybrid scheme is investigated. Furthermore, performance optimizations are performed with an original global dynamic harmony search, an original harmony search, and simulated annealing to determine the effectiveness of the suggested optimization method. The effects of the initial costs and efficiency of monocrystalline and polycrystalline solar panels on the optimization of hybrid systems are analyzed. The superiority of the suggested method in terms of time and cost indicators of the hybrid scheme is presented comparing the other algorithm.

Suggested Citation

  • Jingchao Liu & Lixue Mei & Akbar Maleki & Roghayeh Ghasempour & Fathollah Pourfayaz, 2021. "A Global Dynamic Harmony Search for Optimization of a Hybrid Photovoltaic-Battery Scheme: Impact of Type of Solar Panels," Sustainability, MDPI, vol. 14(1), pages 1-19, December.
    • Handle: RePEc:gam:jsusta:v:14:y:2021:i:1:p:109-:d:709231
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    References listed on IDEAS

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    1. Akbar Maleki & Marc A. Rosen & Fathollah Pourfayaz, 2017. "Optimal Operation of a Grid-Connected Hybrid Renewable Energy System for Residential Applications," Sustainability, MDPI, vol. 9(8), pages 1-20, July.
    2. Peng, Xiaokang & Liu, Zicheng & Jiang, Dong, 2021. "A review of multiphase energy conversion in wind power generation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
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    Cited by:

    1. Akbar Maleki & Zahra Eskandar Filabi & Mohammad Alhuyi Nazari, 2022. "Techno-Economic Analysis and Optimization of an Off-Grid Hybrid Photovoltaic–Diesel–Battery System: Effect of Solar Tracker," Sustainability, MDPI, vol. 14(12), pages 1-20, June.
    2. Fawad Azeem & Ashfaq Ahmad & Taimoor Muzaffar Gondal & Jehangir Arshad & Ateeq Ur Rehman & Elsayed M. Tag Eldin & Muhammad Shafiq & Habib Hamam, 2022. "Load Management and Optimal Sizing of Special-Purpose Microgrids Using Two Stage PSO-Fuzzy Based Hybrid Approach," Energies, MDPI, vol. 15(17), pages 1-19, September.

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