IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2022i1p509-d1017670.html
   My bibliography  Save this article

An Accurate Model for Bifacial Photovoltaic Panels

Author

Listed:
  • Emad M. Ahmed

    (Department of Electrical Engineering, College of Engineering, Jouf University, Sakaka 72388, Saudi Arabia)

  • Mokhtar Aly

    (Facultad de Ingeniería, Arquitectura y Diseño, Universidad San Sebastián, Bellavista 7, Santiago 8420524, Chile)

  • Manar Mostafa

    (Department of Electrical Engineering, Aswan University, Aswan 81542, Egypt)

  • Hegazy Rezk

    (Department of Electrical Engineering, College of Engineering in Wadi Alddawasir, Prince Sattam bin Abdulaziz University, Wadi Alddawasir 11991, Saudi Arabia
    Electrical Engineering Department, Faculty of Engineering, Minia University, Minya 61517, Egypt)

  • Hammad Alnuman

    (Department of Electrical Engineering, College of Engineering, Jouf University, Sakaka 72388, Saudi Arabia)

  • Waleed Alhosaini

    (Department of Electrical Engineering, College of Engineering, Jouf University, Sakaka 72388, Saudi Arabia)

Abstract

Recently, there has been increasing concerns over bifacial PV (BPV) modules over the conventional monofacial PV (MPV) modules owing to their potential to add extra electrical energy from their rear-side irradiance. However, adding the rear-side irradiance to the front-side irradiance results in the increased nonlinearity of the BPV modules compared to MPV modules. Such nonlinearity makes the conventional methods unable to accurately extract the BPV module parameters. In this context, the precise determination of the BPV module parameters is a crucial issue for establishing energy yield estimations and for the proper planning of BPV installations as well. This paper proposes a new model for the BPV modules based on the MPV modeling, in which a new parameter is added to the MPV model to adjust the value of the model series resistance in order to provide a generic model for BPV modules in both monofacial and bifacial operating regions. Moreover, a new determination method for optimizing BPV model parameters using the recently developed enhanced version of the success-history-based adaptive differential evolution (SHADE) algorithm with linear population size reduction, known as the LSHADE method, is applied. The determination process of the model parameters is adapted using a two-stage optimization scheme to model the full operating range of BPV modules. The accuracy of the obtained parameters using the proposed model is compared with the conventional single-diode and double-diode models of the BPV. The obtained results using the proposed model of the BPV module show the performance superiority and accuracy of the LSHADE method over the existing methods in the literature. Furthermore, the LSHADE method provides the successful and accurate extraction of the global optimized parameters to model MPV and BPV modules. Therefore, the proposed method can provide an accurate model for the whole operating range of BPV that would be beneficial for further studies of their economic and technical feasibility for wide installation plans.

Suggested Citation

  • Emad M. Ahmed & Mokhtar Aly & Manar Mostafa & Hegazy Rezk & Hammad Alnuman & Waleed Alhosaini, 2022. "An Accurate Model for Bifacial Photovoltaic Panels," Sustainability, MDPI, vol. 15(1), pages 1-27, December.
  • Handle: RePEc:gam:jsusta:v:15:y:2022:i:1:p:509-:d:1017670
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/1/509/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/1/509/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Tina, Giuseppe Marco & Bontempo Scavo, Fausto & Merlo, Leonardo & Bizzarri, Fabrizio, 2021. "Comparative analysis of monofacial and bifacial photovoltaic modules for floating power plants," Applied Energy, Elsevier, vol. 281(C).
    2. Gu, Wenbo & Li, Senji & Liu, Xing & Chen, Zhenwu & Zhang, Xiaochun & Ma, Tao, 2021. "Experimental investigation of the bifacial photovoltaic module under real conditions," Renewable Energy, Elsevier, vol. 173(C), pages 1111-1122.
    3. Emad M. Ahmed & Mokhtar Aly & Ahmed Elmelegi & Abdullah G. Alharbi & Ziad M. Ali, 2019. "Multifunctional Distributed MPPT Controller for 3P4W Grid-Connected PV Systems in Distribution Network with Unbalanced Loads," Energies, MDPI, vol. 12(24), pages 1-19, December.
    4. Alaa A. Zaky & Ahmed Fathy & Hegazy Rezk & Konstantina Gkini & Polycarpos Falaras & Amlak Abaza, 2021. "A Modified Triple-Diode Model Parameters Identification for Perovskite Solar Cells via Nature-Inspired Search Optimization Algorithms," Sustainability, MDPI, vol. 13(23), pages 1-22, November.
    5. Fathy, Ahmed & Elaziz, Mohamed Abd & Sayed, Enas Taha & Olabi, A.G. & Rezk, Hegazy, 2019. "Optimal parameter identification of triple-junction photovoltaic panel based on enhanced moth search algorithm," Energy, Elsevier, vol. 188(C).
    6. Muehleisen, W. & Loeschnig, J. & Feichtner, M. & Burgers, A.R. & Bende, E.E. & Zamini, S. & Yerasimou, Y. & Kosel, J. & Hirschl, C. & Georghiou, G.E., 2021. "Energy yield measurement of an elevated PV system on a white flat roof and a performance comparison of monofacial and bifacial modules," Renewable Energy, Elsevier, vol. 170(C), pages 613-619.
    7. Fahmi F Muhammad & Ali W Karim Sangawi & Suhairul Hashim & S K Ghoshal & Isam K Abdullah & Shilan S Hameed, 2019. "Simple and efficient estimation of photovoltaic cells and modules parameters using approximation and correction technique," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-19, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhong, Jianmei & Zhang, Wei & Xie, Lingzhi & Zhao, Oufan & Wu, Xin & Zeng, Xiding & Guo, Jiahong, 2023. "Development and challenges of bifacial photovoltaic technology and application in buildings: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    2. Elmehdi Mouhib & Leonardo Micheli & Florencia M. Almonacid & Eduardo F. Fernández, 2022. "Overview of the Fundamentals and Applications of Bifacial Photovoltaic Technology: Agrivoltaics and Aquavoltaics," Energies, MDPI, vol. 15(23), pages 1-30, November.
    3. Amir A. Abdallah & Maulid Kivambe & Brahim Aïssa & Benjamin W. Figgis, 2023. "Performance of Monofacial and Bifacial Silicon Heterojunction Modules under Desert Conditions and the Impact of PV Soiling," Sustainability, MDPI, vol. 15(10), pages 1-13, May.
    4. Ma, Chao & Liu, Zhao, 2022. "Water-surface photovoltaics: Performance, utilization, and interactions with water eco-environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    5. Papul Changmai & Sunil Deka & Shashank Kumar & Thanikanti Sudhakar Babu & Belqasem Aljafari & Benedetto Nastasi, 2022. "A Critical Review on the Estimation Techniques of the Solar PV Cell’s Unknown Parameters," Energies, MDPI, vol. 15(19), pages 1-20, September.
    6. Abdul Ghani Olabi & Hegazy Rezk & Mohammad Ali Abdelkareem & Tabbi Awotwe & Hussein M. Maghrabie & Fatahallah Freig Selim & Shek Mohammod Atiqure Rahman & Sheikh Khaleduzzaman Shah & Alaa A. Zaky, 2023. "Optimal Parameter Identification of Perovskite Solar Cells Using Modified Bald Eagle Search Optimization Algorithm," Energies, MDPI, vol. 16(1), pages 1-14, January.
    7. Rahaman, Md Atiqur & Chambers, Terrence L. & Fekih, Afef & Wiecheteck, Giovana & Carranza, Gabriel & Possetti, Gustavo Rafael Collere, 2023. "Floating photovoltaic module temperature estimation: Modeling and comparison," Renewable Energy, Elsevier, vol. 208(C), pages 162-180.
    8. Jouttijärvi, Sami & Lobaccaro, Gabriele & Kamppinen, Aleksi & Miettunen, Kati, 2022. "Benefits of bifacial solar cells combined with low voltage power grids at high latitudes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    9. Olabi, A.G. & Wilberforce, Tabbi & Abdelkareem, Mohammad Ali, 2021. "Fuel cell application in the automotive industry and future perspective," Energy, Elsevier, vol. 214(C).
    10. Zhao, Naixin & Gu, Wenbo & Zheng, Zipeng & Ma, Tao, 2023. "Multi-objective bi-level planning of the integrated energy system considering uncertain user loads and carbon emission during the equipment manufacturing process," Renewable Energy, Elsevier, vol. 216(C).
    11. Juan Li & Qing An & Hong Lei & Qian Deng & Gai-Ge Wang, 2022. "Survey of Lévy Flight-Based Metaheuristics for Optimization," Mathematics, MDPI, vol. 10(15), pages 1-27, August.
    12. Alaa A. Zaky & Mohamed N. Ibrahim & Ibrahim B. M. Taha & Bedir Yousif & Peter Sergeant & Evangelos Hristoforou & Polycarpos Falaras, 2022. "Perovskite Solar Cells and Thermoelectric Generator Hybrid Array Feeding a Synchronous Reluctance Motor for an Efficient Water Pumping System," Mathematics, MDPI, vol. 10(14), pages 1-18, July.
    13. Cui, Yuanlong & Zhu, Jie & Zhang, Fan & Shao, Yiming & Xue, Yibing, 2022. "Current status and future development of hybrid PV/T system with PCM module: 4E (energy, exergy, economic and environmental) assessments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    14. Juan Li & Yuan-Hua Yang & Qing An & Hong Lei & Qian Deng & Gai-Ge Wang, 2022. "Moth Search: Variants, Hybrids, and Applications," Mathematics, MDPI, vol. 10(21), pages 1-19, November.
    15. Deepak Jain Veerendra Kumar & Lelia Deville & Kenneth A. Ritter & Johnathan Richard Raush & Farzad Ferdowsi & Raju Gottumukkala & Terrence Lynn Chambers, 2022. "Performance Evaluation of 1.1 MW Grid-Connected Solar Photovoltaic Power Plant in Louisiana," Energies, MDPI, vol. 15(9), pages 1-21, May.
    16. Xu, Lijie & Ji, Jie & Yuan, Chengqing & Cai, Jingyong & Dai, Leyang, 2023. "Electrical and thermal performance of multidimensional semi-transparent CdTe PV window on offshore passenger ships in moored and sailing condition," Applied Energy, Elsevier, vol. 349(C).
    17. Du, Daxue & Ding, Dong & Tang, Haibi & Huang, Huanpei & Qiao, Feiyang & Gao, Chao & He, Li & Li, Zhengping & Shen, Wenzhong, 2024. "Effect of rear pyramid structures on industrial bifacial PERCs under omnidirectional incidence," Energy, Elsevier, vol. 305(C).
    18. Hegazy Rezk & Basem Alamri & Mokhtar Aly & Ahmed Fathy & Abdul G. Olabi & Mohammad Ali Abdelkareem & Hamdy A. Ziedan, 2021. "Multicriteria Decision-Making to Determine the Optimal Energy Management Strategy of Hybrid PV–Diesel Battery-Based Desalination System," Sustainability, MDPI, vol. 13(8), pages 1-19, April.
    19. Mokhtar Aly & Emad A. Mohamed & Hegazy Rezk & Ahmed M. Nassef & Mostafa A. Elhosseini & Ahmed Shawky, 2023. "An Improved Optimally Designed Fuzzy Logic-Based MPPT Method for Maximizing Energy Extraction of PEMFC in Green Buildings," Energies, MDPI, vol. 16(3), pages 1-23, January.
    20. Li, Shuijia & Gong, Wenyin & Gu, Qiong, 2021. "A comprehensive survey on meta-heuristic algorithms for parameter extraction of photovoltaic models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2022:i:1:p:509-:d:1017670. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.