IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i12p4787-d190779.html
   My bibliography  Save this article

A Fuzzy Based Model for Standardized Sustainability Assessment of Photovoltaic Cells

Author

Listed:
  • Muath Bani Salim

    (Sustainable Energy Systems Engineering Program, Texas A&M University-Kingsville, Kingsville, TX 78363, USA)

  • Dervis Emre Demirocak

    (Department of Mechanical & Industrial Engineering, Texas A&M University-Kingsville, Kingsville, TX 78363, USA)

  • Nael Barakat

    (Department of Mechanical Engineering, University of Texas at Tyler, Tyler, TX 75799, USA)

Abstract

In this paper, a new environmental sustainability indicator (ESI) is proposed to evaluate photovoltaic (PV) cells utilizing Life Cycle Analysis (LCA) principles. The proposed indicator is based on a model that employs a fuzzy logic algorithm to combine multiple factors, usually used in multiple LCAs, and produce results allowing a comprehensive interpretation of LCA phase sub-results leading to standardized comparisons of various PV cells. Such comparisons would be essential for policymakers and PV cell manufacturers and users, as they allow for fair assessment of the environmental sustainability of a particular type of PV with multiple factors. The output of the proposed model was tested and verified against published information on LCAs related to PV cells. A distinct feature of this fuzzy logic model is its expandability, allowing more factors to be included in the future, as desired by the users, or dictated by a new discovery. It also provides a platform that can be used to evaluate other families of products. Moreover, standardizing the comparison process helps in improving the sustainability of PV cells through targeting individual relevant factors for changes while tracking the combined final impact of these changes on the overall environmental sustainability of the PV cell.

Suggested Citation

  • Muath Bani Salim & Dervis Emre Demirocak & Nael Barakat, 2018. "A Fuzzy Based Model for Standardized Sustainability Assessment of Photovoltaic Cells," Sustainability, MDPI, vol. 10(12), pages 1-15, December.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:12:p:4787-:d:190779
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/12/4787/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/10/12/4787/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Vellini, Michela & Gambini, Marco & Prattella, Valentina, 2017. "Environmental impacts of PV technology throughout the life cycle: Importance of the end-of-life management for Si-panels and CdTe-panels," Energy, Elsevier, vol. 138(C), pages 1099-1111.
    2. Burgherr, Peter & Hirschberg, Stefan, 2014. "Comparative risk assessment of severe accidents in the energy sector," Energy Policy, Elsevier, vol. 74(S1), pages 45-56.
    3. Bayod-Rújula, Ángel A. & Lorente-Lafuente, Ana M. & Cirez-Oto, Fernando, 2011. "Environmental assessment of grid connected photovoltaic plants with 2-axis tracking versus fixed modules systems," Energy, Elsevier, vol. 36(5), pages 3148-3158.
    4. Gerbinet, Saïcha & Belboom, Sandra & Léonard, Angélique, 2014. "Life Cycle Analysis (LCA) of photovoltaic panels: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 747-753.
    5. Desideri, Umberto & Proietti, Stefania & Zepparelli, Francesco & Sdringola, Paolo & Bini, Silvia, 2012. "Life Cycle Assessment of a ground-mounted 1778kWp photovoltaic plant and comparison with traditional energy production systems," Applied Energy, Elsevier, vol. 97(C), pages 930-943.
    6. Nugent, Daniel & Sovacool, Benjamin K., 2014. "Assessing the lifecycle greenhouse gas emissions from solar PV and wind energy: A critical meta-survey," Energy Policy, Elsevier, vol. 65(C), pages 229-244.
    7. Goe, Michele & Gaustad, Gabrielle, 2014. "Strengthening the case for recycling photovoltaics: An energy payback analysis," Applied Energy, Elsevier, vol. 120(C), pages 41-48.
    8. Lunardi, Marina M. & Moore, Stephen & Alvarez-Gaitan, J.P. & Yan, Chang & Hao, Xiaojing & Corkish, Richard, 2018. "A comparative life cycle assessment of chalcogenide/Si tandem solar modules," Energy, Elsevier, vol. 145(C), pages 700-709.
    9. Chau, C.K. & Leung, T.M. & Ng, W.Y., 2015. "A review on Life Cycle Assessment, Life Cycle Energy Assessment and Life Cycle Carbon Emissions Assessment on buildings," Applied Energy, Elsevier, vol. 143(C), pages 395-413.
    10. Sumper, Andreas & Robledo-García, Mercedes & Villafáfila-Robles, Roberto & Bergas-Jané, Joan & Andrés-Peiró, Juan, 2011. "Life-cycle assessment of a photovoltaic system in Catalonia (Spain)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 3888-3896.
    11. Stoppato, A., 2008. "Life cycle assessment of photovoltaic electricity generation," Energy, Elsevier, vol. 33(2), pages 224-232.
    12. Raugei, Marco & Frankl, Paolo, 2009. "Life cycle impacts and costs of photovoltaic systems: Current state of the art and future outlooks," Energy, Elsevier, vol. 34(3), pages 392-399.
    13. Menoufi, Karim & Chemisana, Daniel & Rosell, Joan I., 2013. "Life Cycle Assessment of a Building Integrated Concentrated Photovoltaic scheme," Applied Energy, Elsevier, vol. 111(C), pages 505-514.
    14. Spada, Matteo & Paraschiv, Florentina & Burgherr, Peter, 2018. "A comparison of risk measures for accidents in the energy sector and their implications on decision-making strategies," Energy, Elsevier, vol. 154(C), pages 277-288.
    15. Pacca, Sergio & Sivaraman, Deepak & Keoleian, Gregory A., 2007. "Parameters affecting the life cycle performance of PV technologies and systems," Energy Policy, Elsevier, vol. 35(6), pages 3316-3326, June.
    16. Peng, Jinqing & Lu, Lin & Yang, Hongxing, 2013. "Review on life cycle assessment of energy payback and greenhouse gas emission of solar photovoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 255-274.
    17. Drouiche, Nadjib & Cuellar, Patricia & Kerkar, Fouad & Medjahed, Sidali & Boutouchent-Guerfi, Nabila & Ould Hamou, Malek, 2014. "Recovery of solar grade silicon from kerf loss slurry waste," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 936-943.
    18. Evans, Annette & Strezov, Vladimir & Evans, Tim J., 2009. "Assessment of sustainability indicators for renewable energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(5), pages 1082-1088, June.
    19. Asdrubali, Francesco & Baldinelli, Giorgio & D’Alessandro, Francesco & Scrucca, Flavio, 2015. "Life cycle assessment of electricity production from renewable energies: Review and results harmonization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1113-1122.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. M. Bani Salim & H. S. Hayajneh & A. Mohammed & S. Ozcelik, 2019. "Robust Direct Adaptive Controller Design for Photovoltaic Maximum Power Point Tracking Application," Energies, MDPI, vol. 12(16), pages 1-19, August.

    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. Gerbinet, Saïcha & Belboom, Sandra & Léonard, Angélique, 2014. "Life Cycle Analysis (LCA) of photovoltaic panels: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 747-753.
    2. Ludin, Norasikin Ahmad & Mustafa, Nur Ifthitah & Hanafiah, Marlia M. & Ibrahim, Mohd Adib & Asri Mat Teridi, Mohd & Sepeai, Suhaila & Zaharim, Azami & Sopian, Kamaruzzaman, 2018. "Prospects of life cycle assessment of renewable energy from solar photovoltaic technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 11-28.
    3. Yu, Zhiqiang & Ma, Wenhui & Xie, Keqiang & Lv, Guoqiang & Chen, Zhengjie & Wu, Jijun & Yu, Jie, 2017. "Life cycle assessment of grid-connected power generation from metallurgical route multi-crystalline silicon photovoltaic system in China," Applied Energy, Elsevier, vol. 185(P1), pages 68-81.
    4. Mérida García, A. & Gallagher, J. & McNabola, A. & Camacho Poyato, E. & Montesinos Barrios, P. & Rodríguez Díaz, J.A., 2019. "Comparing the environmental and economic impacts of on- or off-grid solar photovoltaics with traditional energy sources for rural irrigation systems," Renewable Energy, Elsevier, vol. 140(C), pages 895-904.
    5. Giuseppe Todde & Lelia Murgia & Isaac Carrelo & Rita Hogan & Antonio Pazzona & Luigi Ledda & Luis Narvarte, 2018. "Embodied Energy and Environmental Impact of Large-Power Stand-Alone Photovoltaic Irrigation Systems," Energies, MDPI, vol. 11(8), pages 1-15, August.
    6. Cherif, Habib & Champenois, Gérard & Belhadj, Jamel, 2016. "Environmental life cycle analysis of a water pumping and desalination process powered by intermittent renewable energy sources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1504-1513.
    7. Bany Mousa, Osama & Kara, Sami & Taylor, Robert A., 2019. "Comparative energy and greenhouse gas assessment of industrial rooftop-integrated PV and solar thermal collectors," Applied Energy, Elsevier, vol. 241(C), pages 113-123.
    8. Nugent, Daniel & Sovacool, Benjamin K., 2014. "Assessing the lifecycle greenhouse gas emissions from solar PV and wind energy: A critical meta-survey," Energy Policy, Elsevier, vol. 65(C), pages 229-244.
    9. Campos-Guzmán, Verónica & García-Cáscales, M. Socorro & Espinosa, Nieves & Urbina, Antonio, 2019. "Life Cycle Analysis with Multi-Criteria Decision Making: A review of approaches for the sustainability evaluation of renewable energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 343-366.
    10. Carnevale, E. & Lombardi, L. & Zanchi, L., 2014. "Life Cycle Assessment of solar energy systems: Comparison of photovoltaic and water thermal heater at domestic scale," Energy, Elsevier, vol. 77(C), pages 434-446.
    11. Mahmud, M.A. Parvez & Huda, Nazmul & Farjana, Shahjadi Hisan & Lang, Candace, 2020. "Life-cycle impact assessment of renewable electricity generation systems in the United States," Renewable Energy, Elsevier, vol. 151(C), pages 1028-1045.
    12. Koppelaar, R.H.E.M., 2017. "Solar-PV energy payback and net energy: Meta-assessment of study quality, reproducibility, and results harmonization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1241-1255.
    13. Kong, Minjin & Ji, Changyoon & Hong, Taehoon & Kang, Hyuna, 2022. "Impact of the use of recycled materials on the energy conservation and energy transition of buildings using life cycle assessment: A case study in South Korea," Renewable and Sustainable Energy Reviews, Elsevier, vol. 155(C).
    14. Asdrubali, Francesco & Baldinelli, Giorgio & D’Alessandro, Francesco & Scrucca, Flavio, 2015. "Life cycle assessment of electricity production from renewable energies: Review and results harmonization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1113-1122.
    15. Mahmud, M.A. Parvez & Farjana, Shahjadi Hisan, 2022. "Comparative life cycle environmental impact assessment of renewable electricity generation systems: A practical approach towards Europe, North America and Oceania," Renewable Energy, Elsevier, vol. 193(C), pages 1106-1120.
    16. Sica, Daniela & Malandrino, Ornella & Supino, Stefania & Testa, Mario & Lucchetti, Maria Claudia, 2018. "Management of end-of-life photovoltaic panels as a step towards a circular economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2934-2945.
    17. Cao, Yijia & Wang, Xifan & Li, Yong & Tan, Yi & Xing, Jianbo & Fan, Ruixiang, 2016. "A comprehensive study on low-carbon impact of distributed generations on regional power grids: A case of Jiangxi provincial power grid in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 766-778.
    18. Hou, Guofu & Sun, Honghang & Jiang, Ziying & Pan, Ziqiang & Wang, Yibo & Zhang, Xiaodan & Zhao, Ying & Yao, Qiang, 2016. "Life cycle assessment of grid-connected photovoltaic power generation from crystalline silicon solar modules in China," Applied Energy, Elsevier, vol. 164(C), pages 882-890.
    19. Magrassi, Fabio & Rocco, Elena & Barberis, Stefano & Gallo, Michela & Del Borghi, Adriana, 2019. "Hybrid solar power system versus photovoltaic plant: A comparative analysis through a life cycle approach," Renewable Energy, Elsevier, vol. 130(C), pages 290-304.
    20. Lamnatou, Chr. & Chemisana, D., 2017. "Concentrating solar systems: Life Cycle Assessment (LCA) and environmental issues," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 916-932.

    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:10:y:2018:i:12:p:4787-:d:190779. 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.