IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v153y2020icp1029-1041.html
   My bibliography  Save this article

Technology selection for photovoltaic cell from sustainability perspective: An integrated approach

Author

Listed:
  • Fang, Hong
  • Wang, Xu
  • Song, Wenyan

Abstract

Photovoltaic (PV) technology can directly convert radiation into electricity, which is an important way to construct a low-carbon society. The assessment of five commercially available PV technologies is a representative multi-criteria decision making (MCDM) issue with a large amount of ambiguous and subjective information. Although some scholars have made improvements to the evaluation method, the problem of uncertain information has not been completely solved. A novel approach is put forward in this paper based on cloud model and grey relational analysis (CMGRA), integrating the fortes of cloud model for dealing with uncertainty and the merits of grey relational analysis for overcoming the errors caused by small sample size. An illustrative example of PV technology selection is applied to validate the feasibility and effectiveness of CMGRA. The newly proposed approach provides both sustainable choices for technology selection and policy supports for governors to construct low-carbon society.

Suggested Citation

  • Fang, Hong & Wang, Xu & Song, Wenyan, 2020. "Technology selection for photovoltaic cell from sustainability perspective: An integrated approach," Renewable Energy, Elsevier, vol. 153(C), pages 1029-1041.
  • Handle: RePEc:eee:renene:v:153:y:2020:i:c:p:1029-1041
    DOI: 10.1016/j.renene.2020.02.064
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148120302512
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2020.02.064?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. Wu, Yunna & Xu, Chuanbo & Ke, Yiming & Chen, Kaifeng & Sun, Xiaokun, 2018. "An intuitionistic fuzzy multi-criteria framework for large-scale rooftop PV project portfolio selection: Case study in Zhejiang, China," Energy, Elsevier, vol. 143(C), pages 295-309.
    2. Streimikiene, Dalia & Balezentis, Tomas & Krisciukaitienė, Irena & Balezentis, Alvydas, 2012. "Prioritizing sustainable electricity production technologies: MCDM approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3302-3311.
    3. Ogbomo, Osarumen O. & Amalu, Emeka H. & Ekere, N.N. & Olagbegi, P.O., 2017. "A review of photovoltaic module technologies for increased performance in tropical climate," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1225-1238.
    4. Cavallaro, Fausto, 2010. "A comparative assessment of thin-film photovoltaic production processes using the ELECTRE III method," Energy Policy, Elsevier, vol. 38(1), pages 463-474, January.
    5. Khishtandar, Soheila & Zandieh, Mostafa & Dorri, Behrouz, 2017. "A multi criteria decision making framework for sustainability assessment of bioenergy production technologies with hesitant fuzzy linguistic term sets: The case of Iran," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 1130-1145.
    6. Kumar, Abhishek & Sah, Bikash & Singh, Arvind R. & Deng, Yan & He, Xiangning & Kumar, Praveen & Bansal, R.C., 2017. "A review of multi criteria decision making (MCDM) towards sustainable renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 596-609.
    7. Aloini, Davide & Dulmin, Riccardo & Mininno, Valeria & Pellegrini, Luisa & Farina, Giulia, 2018. "Technology assessment with IF-TOPSIS: An application in the advanced underwater system sector," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 38-48.
    8. Ke-Qin Wang & Hu-Chen Liu & Liping Liu & Jia Huang, 2017. "Green Supplier Evaluation and Selection Using Cloud Model Theory and the QUALIFLEX Method," Sustainability, MDPI, vol. 9(5), pages 1-17, April.
    9. Akinyele, D.O. & Rayudu, R.K. & Nair, N.K.C., 2015. "Global progress in photovoltaic technologies and the scenario of development of solar panel plant and module performance estimation − Application in Nigeria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 112-139.
    10. Jian-qiang Wang & Juan-juan Peng & Hong-yu Zhang & Tao Liu & Xiao-hong Chen, 2015. "An Uncertain Linguistic Multi-criteria Group Decision-Making Method Based on a Cloud Model," Group Decision and Negotiation, Springer, vol. 24(1), pages 171-192, January.
    11. Devabhaktuni, Vijay & Alam, Mansoor & Shekara Sreenadh Reddy Depuru, Soma & Green, Robert C. & Nims, Douglas & Near, Craig, 2013. "Solar energy: Trends and enabling technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 555-564.
    12. Hu-Chen Liu & Long Liu & Ping Li, 2014. "Failure mode and effects analysis using intuitionistic fuzzy hybrid weighted Euclidean distance operator," International Journal of Systems Science, Taylor & Francis Journals, vol. 45(10), pages 2012-2030, October.
    13. Song, Wenyan & Xu, Zhitao & Liu, Hu-Chen, 2017. "Developing sustainable supplier selection criteria for solar air-conditioner manufacturer: An integrated approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 1461-1471.
    14. Yunna Wu & Jianli Zhou & Yong Hu & Lingwenying Li & Xiaokun Sun, 2018. "A TODIM-Based Investment Decision Framework for Commercial Distributed PV Projects under the Energy Performance Contracting (EPC) Business Model: A Case in East-Central China," Energies, MDPI, vol. 11(5), pages 1-27, May.
    15. Chantana, Jakapan & Imai, Yurie & Kawano, Yu & Hishikawa, Yoshihiro & Nishioka, Kensuke & Minemoto, Takashi, 2020. "Impact of average photon energy on spectral gain and loss of various-type PV technologies at different locations," Renewable Energy, Elsevier, vol. 145(C), pages 1317-1324.
    16. Hosenuzzaman, M. & Rahim, N.A. & Selvaraj, J. & Hasanuzzaman, M. & Malek, A.B.M.A. & Nahar, A., 2015. "Global prospects, progress, policies, and environmental impact of solar photovoltaic power generation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 284-297.
    17. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2263-2278, December.
    18. Gao, Ruxing & Nam, Hyo On & Ko, Won Il & Jang, Hong, 2018. "Integrated system evaluation of nuclear fuel cycle options in China combined with an analytical MCDM framework," Energy Policy, Elsevier, vol. 114(C), pages 221-233.
    19. Troldborg, Mads & Heslop, Simon & Hough, Rupert L., 2014. "Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1173-1184.
    20. Yi, Sul-Ki & Sin, Hwa-Young & Heo, Eunnyeong, 2011. "Selecting sustainable renewable energy source for energy assistance to North Korea," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 554-563, January.
    21. van de Kaa, Geerten & Rezaei, Jafar & Kamp, Linda & de Winter, Allard, 2014. "Photovoltaic technology selection: A fuzzy MCDM approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 662-670.
    22. Vasić, Goran, 2018. "Application of multi criteria analysis in the design of energy policy: Space and water heating in households – City Novi Sad, Serbia," Energy Policy, Elsevier, vol. 113(C), pages 410-419.
    23. Tyagi, V.V. & Rahim, Nurul A.A. & Rahim, N.A. & Selvaraj, Jeyraj A./L., 2013. "Progress in solar PV technology: Research and achievement," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 443-461.
    24. Imai, Yurie & Chantana, Jakapan & Kawano, Yu & Hishikawa, Yoshihiro & Minemoto, Takashi, 2019. "Description of performance degradation of photovoltaic modules using spectral mismatch correction factor under different irradiance levels," Renewable Energy, Elsevier, vol. 141(C), pages 444-450.
    25. Şengül, Ümran & Eren, Miraç & Eslamian Shiraz, Seyedhadi & Gezder, Volkan & Şengül, Ahmet Bilal, 2015. "Fuzzy TOPSIS method for ranking renewable energy supply systems in Turkey," Renewable Energy, Elsevier, vol. 75(C), pages 617-625.
    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. Uddin, Md Muin & Ji, Jie & Wang, Chuyao & Zhang, Chengyan, 2023. "Building energy conservation potentials of semi-transparent CdTe integrated photovoltaic window systems in Bangladesh context," Renewable Energy, Elsevier, vol. 207(C), pages 512-530.
    2. Javed Sayyad & Paresh Nasikkar & Abhaya Pal Singh & Stepan Ozana, 2021. "Capacitive Load-Based Smart OTF for High Power Rated SPV Module," Energies, MDPI, vol. 14(3), pages 1-18, February.

    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. Wang, Xu & Fang, Hong & Fang, Siran, 2020. "An integrated approach for exploitation block selection of shale gas—based on cloud model and grey relational analysis," Resources Policy, Elsevier, vol. 68(C).
    2. Jamal, Taskin & Urmee, Tania & Shafiullah, G.M., 2020. "Planning of off-grid power supply systems in remote areas using multi-criteria decision analysis," Energy, Elsevier, vol. 201(C).
    3. Sitorus, Fernando & Brito-Parada, Pablo R., 2020. "A multiple criteria decision making method to weight the sustainability criteria of renewable energy technologies under uncertainty," Renewable and Sustainable Energy Reviews, Elsevier, vol. 127(C).
    4. Indre Siksnelyte & Edmundas Kazimieras Zavadskas & Dalia Streimikiene & Deepak Sharma, 2018. "An Overview of Multi-Criteria Decision-Making Methods in Dealing with Sustainable Energy Development Issues," Energies, MDPI, vol. 11(10), pages 1-21, October.
    5. Bortoluzzi, Mirian & Correia de Souza, Celso & Furlan, Marcelo, 2021. "Bibliometric analysis of renewable energy types using key performance indicators and multicriteria decision models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    6. Yilan, Gülşah & Kadirgan, M.A. Neşet & Çiftçioğlu, Gökçen A., 2020. "Analysis of electricity generation options for sustainable energy decision making: The case of Turkey," Renewable Energy, Elsevier, vol. 146(C), pages 519-529.
    7. Abbas Mardani & Ahmad Jusoh & Edmundas Kazimieras Zavadskas & Fausto Cavallaro & Zainab Khalifah, 2015. "Sustainable and Renewable Energy: An Overview of the Application of Multiple Criteria Decision Making Techniques and Approaches," Sustainability, MDPI, vol. 7(10), pages 1-38, October.
    8. Alizadeh, Reza & Soltanisehat, Leili & Lund, Peter D. & Zamanisabzi, Hamed, 2020. "Improving renewable energy policy planning and decision-making through a hybrid MCDM method," Energy Policy, Elsevier, vol. 137(C).
    9. Paula Donaduzzi Rigo & Graciele Rediske & Carmen Brum Rosa & Natália Gava Gastaldo & Leandro Michels & Alvaro Luiz Neuenfeldt Júnior & Julio Cezar Mairesse Siluk, 2020. "Renewable Energy Problems: Exploring the Methods to Support the Decision-Making Process," Sustainability, MDPI, vol. 12(23), pages 1-27, December.
    10. Rivero-Iglesias, Jose M. & Puente, Javier & Fernandez, Isabel & León, Omar, 2023. "Integrated model for the assessment of power generation alternatives through analytic hierarchy process and a fuzzy inference system. Case study of Spain," Renewable Energy, Elsevier, vol. 211(C), pages 563-581.
    11. Mardani, Abbas & Zavadskas, Edmundas Kazimieras & Khalifah, Zainab & Zakuan, Norhayati & Jusoh, Ahmad & Nor, Khalil Md & Khoshnoudi, Masoumeh, 2017. "A review of multi-criteria decision-making applications to solve energy management problems: Two decades from 1995 to 2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 216-256.
    12. Ramírez, F. Javier & Honrubia-Escribano, A. & Gómez-Lázaro, E. & Pham, Duc T., 2017. "Combining feed-in tariffs and net-metering schemes to balance development in adoption of photovoltaic energy: Comparative economic assessment and policy implications for European countries," Energy Policy, Elsevier, vol. 102(C), pages 440-452.
    13. Na Li & Rudi Hakvoort & Zofia Lukszo, 2021. "Cost Allocation in Integrated Community Energy Systems—Social Acceptance," Sustainability, MDPI, vol. 13(17), pages 1-24, September.
    14. Wu, Yunna & Xu, Chuanbo & Zhang, Ting, 2018. "Evaluation of renewable power sources using a fuzzy MCDM based on cumulative prospect theory: A case in China," Energy, Elsevier, vol. 147(C), pages 1227-1239.
    15. Simsek, Yeliz & Watts, David & Escobar, Rodrigo, 2018. "Sustainability evaluation of Concentrated Solar Power (CSP) projects under Clean Development Mechanism (CDM) by using Multi Criteria Decision Method (MCDM)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 421-438.
    16. Bilgili, Faik & Zarali, Fulya & Ilgün, Miraç Fatih & Dumrul, Cüneyt & Dumrul, Yasemin, 2022. "The evaluation of renewable energy alternatives for sustainable development in Turkey using ‌intuitionistic‌ ‌fuzzy‌-TOPSIS method," Renewable Energy, Elsevier, vol. 189(C), pages 1443-1458.
    17. Alkan, Ömer & Albayrak, Özlem Karadağ, 2020. "Ranking of renewable energy sources for regions in Turkey by fuzzy entropy based fuzzy COPRAS and fuzzy MULTIMOORA," Renewable Energy, Elsevier, vol. 162(C), pages 712-726.
    18. José Carlos Romero & Pedro Linares, 2021. "Multiple Criteria Decision-Making as an Operational Conceptualization of Energy Sustainability," Sustainability, MDPI, vol. 13(21), pages 1-14, October.
    19. Ali Mostafaeipour & Seyyed Jalaladdin Hosseini Dehshiri & Seyyed Shahabaddin Hosseini Dehshiri & Mehdi Jahangiri & Kuaanan Techato, 2020. "A Thorough Analysis of Potential Geothermal Project Locations in Afghanistan," Sustainability, MDPI, vol. 12(20), pages 1-17, October.
    20. Sampaio, Priscila Gonçalves Vasconcelos & González, Mario Orestes Aguirre, 2017. "Photovoltaic solar energy: Conceptual framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 590-601.

    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:renene:v:153:y:2020:i:c:p:1029-1041. 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.journals.elsevier.com/renewable-energy .

    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.