IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v91y2018icp1019-1024.html
   My bibliography  Save this article

Estimating the effect of module failures on the gross generation of a photovoltaic system using agent-based modeling

Author

Listed:
  • Kim, Byungil
  • Kim, Changyoon

Abstract

Photovoltaic modules represent the largest single investment in most photovoltaic systems. Ensuring that photovoltaic modules are functioning as intended is key to achieve its designed voltage and current output. Unfortunately, photovoltaic modules fail occasionally and a single failed photovoltaic module, which can go unnoticed for substantial periods of time, causes all power output for the sting it is included in to cease. The effect of these module failures on the total electricity generation of a photovoltaic system during its life cycle has not yet been adequately explored. The objective of this paper is to investigate how much the gross generation of a photovoltaic system is reduced due to module failures over the course of its life cycle. To investigate this effect, an agent-based model is developed to simulate the module failures in a 3,229-kW rooftop photovoltaic system located in Daejeon, South Korea. Through simulation it was found that if routine maintenance cycles are shortened from 52 weeks to two weeks, the system generates an additional 430 MWh over its life cycle. These findings can be integrated into strategic module replacement schemes by enabling photovoltaic system owners to make more precise system valuations. Further, the findings provide a basis for determining optimal routine maintenance schedules for various maintenance costs scenarios.

Suggested Citation

  • Kim, Byungil & Kim, Changyoon, 2018. "Estimating the effect of module failures on the gross generation of a photovoltaic system using agent-based modeling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 1019-1024.
    • Handle: RePEc:eee:rensus:v:91:y:2018:i:c:p:1019-1024
    DOI: 10.1016/j.rser.2018.04.054
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032118303058
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2018.04.054?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lee, Kyoung-Ho & Lee, Dong-Won & Baek, Nam-Choon & Kwon, Hyeok-Min & Lee, Chang-Jun, 2012. "Preliminary determination of optimal size for renewable energy resources in buildings using RETScreen," Energy, Elsevier, vol. 47(1), pages 83-96.
    2. Kumar, Manish & Kumar, Arun, 2017. "Performance assessment and degradation analysis of solar photovoltaic technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 554-587.
    3. Phinikarides, Alexander & Kindyni, Nitsa & Makrides, George & Georghiou, George E., 2014. "Review of photovoltaic degradation rate methodologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 143-152.
    4. Sharma, Vikrant & Chandel, S.S., 2013. "Performance and degradation analysis for long term reliability of solar photovoltaic systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 753-767.
    5. Ferreira, Agmar & Kunh, Sheila S. & Fagnani, Kátia C. & De Souza, Tiago A. & Tonezer, Camila & Dos Santos, Geocris Rodrigues & Coimbra-Araújo, Carlos H., 2018. "Economic overview of the use and production of photovoltaic solar energy in brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 181-191.
    6. Triki-Lahiani, Asma & Bennani-Ben Abdelghani, Afef & Slama-Belkhodja, Ilhem, 2018. "Fault detection and monitoring systems for photovoltaic installations: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2680-2692.
    7. Maghami, Mohammad Reza & Hizam, Hashim & Gomes, Chandima & Radzi, Mohd Amran & Rezadad, Mohammad Ismael & Hajighorbani, Shahrooz, 2016. "Power loss due to soiling on solar panel: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1307-1316.
    8. Jung, Jinho & Tyner, Wallace E., 2014. "Economic and policy analysis for solar PV systems in Indiana," Energy Policy, Elsevier, vol. 74(C), pages 123-133.
    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. Bouaichi, Abdellatif & El Amrani, Aumeur & Ouhadou, Malika & Lfakir, Aberrazak & Messaoudi, Choukri, 2020. "In-situ performance and degradation of three different photovoltaic module technologies installed in arid climate of Morocco," Energy, Elsevier, vol. 190(C).
    2. Bouaichi, Abdellatif & Alami Merrouni, Ahmed & Hajjaj, Charaf & Messaoudi, Choukri & Ghennioui, Abdellatif & Benlarabi, Ahmed & Ikken, Badr & El Amrani, Aumeur & Zitouni, Houssin, 2019. "In-situ evaluation of the early PV module degradation of various technologies under harsh climatic conditions: The case of Morocco," Renewable Energy, Elsevier, vol. 143(C), pages 1500-1518.
    3. Waqar Akram, M. & Li, Guiqiang & Jin, Yi & Chen, Xiao, 2022. "Failures of Photovoltaic modules and their Detection: A Review," Applied Energy, Elsevier, vol. 313(C).
    4. Abdulwahab A. Q. Hasan & Ammar Ahmed Alkahtani & Seyed Ahmad Shahahmadi & Mohammad Nur E. Alam & Mohammad Aminul Islam & Nowshad Amin, 2021. "Delamination-and Electromigration-Related Failures in Solar Panels—A Review," Sustainability, MDPI, vol. 13(12), pages 1-23, June.
    5. Peinado Gonzalo, Alfredo & Pliego Marugán, Alberto & García Márquez, Fausto Pedro, 2020. "Survey of maintenance management for photovoltaic power systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    6. Fernández-Solas, Álvaro & Micheli, Leonardo & Almonacid, Florencia & Fernández, Eduardo F., 2021. "Optical degradation impact on the spectral performance of photovoltaic technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    7. Nain, Preeti & Kumar, Arun, 2020. "Understanding the possibility of material release from end-of-life solar modules: A study based on literature review and survey analysis," Renewable Energy, Elsevier, vol. 160(C), pages 903-918.
    8. Kahoul, Nabil & Chenni, Rachid & Cheghib, Hocine & Mekhilef, Saad, 2017. "Evaluating the reliability of crystalline silicon photovoltaic modules in harsh environment," Renewable Energy, Elsevier, vol. 109(C), pages 66-72.
    9. Kichou, Sofiane & Silvestre, Santiago & Nofuentes, Gustavo & Torres-Ramírez, Miguel & Chouder, Aissa & Guasch, Daniel, 2016. "Characterization of degradation and evaluation of model parameters of amorphous silicon photovoltaic modules under outdoor long term exposure," Energy, Elsevier, vol. 96(C), pages 231-241.
    10. Høiaas, Ingeborg & Grujic, Katarina & Imenes, Anne Gerd & Burud, Ingunn & Olsen, Espen & Belbachir, Nabil, 2022. "Inspection and condition monitoring of large-scale photovoltaic power plants: A review of imaging technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    11. Livera, Andreas & Theristis, Marios & Makrides, George & Georghiou, George E., 2019. "Recent advances in failure diagnosis techniques based on performance data analysis for grid-connected photovoltaic systems," Renewable Energy, Elsevier, vol. 133(C), pages 126-143.
    12. Maruthi Prasad, R. & Krishnamoorthy, A., 2018. "Design, construction, testing and performance of split power solar source using mirror photovoltaic glass for electric vehicles," Energy, Elsevier, vol. 145(C), pages 374-387.
    13. Li, Peidu & Gao, Xiaoqing & Li, Zhenchao & Zhou, Xiyin, 2022. "Effect of the temperature difference between land and lake on photovoltaic power generation," Renewable Energy, Elsevier, vol. 185(C), pages 86-95.
    14. Atsu, Divine & Seres, Istvan & Aghaei, Mohammadreza & Farkas, Istvan, 2020. "Analysis of long-term performance and reliability of PV modules under tropical climatic conditions in sub-Saharan," Renewable Energy, Elsevier, vol. 162(C), pages 285-295.
    15. Kumar, Manish & Kumar, Arun, 2017. "Performance assessment and degradation analysis of solar photovoltaic technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 554-587.
    16. Koester, L. & Lindig, S. & Louwen, A. & Astigarraga, A. & Manzolini, G. & Moser, D., 2022. "Review of photovoltaic module degradation, field inspection techniques and techno-economic assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    17. Nivelle, Philippe & Tsanakas, John A. & Poortmans, Jef & Daenen, Michaël, 2021. "Stress and strain within photovoltaic modules using the finite element method: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    18. Mateo, C. & Hernández-Fenollosa, M.A. & Montero, Á. & Seguí-Chilet, S., 2022. "Ageing and seasonal effects on amorphous silicon photovoltaic modules in a Mediterranean climate," Renewable Energy, Elsevier, vol. 186(C), pages 74-88.
    19. Rouani, Lahcene & Harkat, Mohamed Faouzi & Kouadri, Abdelmalek & Mekhilef, Saad, 2021. "Shading fault detection in a grid-connected PV system using vertices principal component analysis," Renewable Energy, Elsevier, vol. 164(C), pages 1527-1539.
    20. Liu, Weidong & Jiang, Xiaohua & Li, Shaoshuai & Luo, Ji & Wen, Gen, 2020. "Photovoltaic module regional clustering in mainland China and application based on factors influencing field reliability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(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:eee:rensus:v:91:y:2018:i:c:p:1019-1024. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    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.