IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i6p2242-d332013.html
   My bibliography  Save this article

Supplier Selection for Photovoltaic Module Installation Utilizing Fuzzy Inference and the VIKOR Method: A Green Approach

Author

Listed:
  • Alexei Pérez-Velázquez

    (Industrial Engineering, Polytechnic Institute, Federal University of Bahia, Salvador 40210–63, Brazil)

  • Leandro Leysdian Oro-Carralero

    (Electric Engineering, Polytechnic Institute, Federal University of Bahia, Salvador 40210–63, Brazil)

  • Jorge Laureano Moya-Rodríguez

    (Industrial Engineering, Polytechnic Institute, Federal University of Bahia, Salvador 40210–63, Brazil)

Abstract

The necessary transformation of the world’s energy matrices has led to a growth in developing technologies based on renewable sources. In this context, photovoltaic panels and their components count in Brazil with a production and commercialization chain that has accumulated a sustained growth of more than 100% of its generation capacities between the years 2018 and 2019, and that can fulfill or overcome this rate in 2019 to 2020. However, the conditions of a competitive market and the availability of a significant number of middle and small companies for the distribution and installation of photovoltaic technology may represent a scenario where multiple indicators must be considered. The purpose of this study is to apply a combined method to aid decision-making that corresponds to the supplier selection of the technology in the context of Northeast Brazil. The method is composed by the combination of a diffuse inference technique together with a multicriteria decision-making method, VIKOR, and the weight assignment to the indicators using the entropy method, according to the values of the decision matrix resulting from the diffuse inference technique that allows to develop the calculus. The results show that data collection from multiple sources and based on input variables can offer metrics about the suppliers for the selection criteria. Restrictions derived from data collection can be a barrier, and the method relies on an adapted script that facilitates application.

Suggested Citation

  • Alexei Pérez-Velázquez & Leandro Leysdian Oro-Carralero & Jorge Laureano Moya-Rodríguez, 2020. "Supplier Selection for Photovoltaic Module Installation Utilizing Fuzzy Inference and the VIKOR Method: A Green Approach," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:6:p:2242-:d:332013
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/6/2242/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/6/2242/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Muratcan Erkul & Hale Kaynak & Ivan Montiel, 2015. "Supplier relations and sustainable operations: the roles of codes of conduct and human resource development," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 9(3), pages 225-249.
    2. Weber, Charles A. & Current, John R. & Benton, W. C., 1991. "Vendor selection criteria and methods," European Journal of Operational Research, Elsevier, vol. 50(1), pages 2-18, January.
    3. Gavronski, Iuri & Klassen, Robert D. & Vachon, Stephan & Nascimento, Luis Felipe Machado do, 2011. "A resource-based view of green supply management," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(6), pages 872-885.
    4. Tien-Chin Wang & Su-Yuan Tsai, 2018. "Solar Panel Supplier Selection for the Photovoltaic System Design by Using Fuzzy Multi-Criteria Decision Making (MCDM) Approaches," Energies, MDPI, vol. 11(8), pages 1-22, July.
    5. Chiou, Tzu-Yun & Chan, Hing Kai & Lettice, Fiona & Chung, Sai Ho, 2011. "The influence of greening the suppliers and green innovation on environmental performance and competitive advantage in Taiwan," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(6), pages 822-836.
    6. Reza Kiani Mavi, 2015. "Green supplier selection: a fuzzy AHP and fuzzy ARAS approach," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 22(2), pages 165-188.
    7. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    8. Emma Brandon-Jones & Brian Squire & Chad W. Autry & Kenneth J. Petersen, 2014. "A Contingent Resource-Based Perspective of Supply Chain Resilience and Robustness," Journal of Supply Chain Management, Institute for Supply Management, vol. 50(3), pages 55-73, July.
    9. Amin Vafadar Nikjoo & Mahdi Saeedpoor, 2014. "An intuitionistic fuzzy DEMATEL methodology for prioritising the components of SWOT matrix in the Iranian insurance industry," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 20(4), pages 439-452.
    10. Jorge Arnaldo Troche-Escobar & Herman Augusto Lepikson & Francisco Gaudêncio Mendonça Freires, 2018. "A Study of Supply Chain Risk in the Brazilian Wind Power Projects by Interpretive Structural Modeling and MICMAC Analysis," Sustainability, MDPI, vol. 10(10), pages 1-24, September.
    11. Pasquale Marcello Falcone & Edgardo Sica, 2019. "Assessing the Opportunities and Challenges of Green Finance in Italy: An Analysis of the Biomass Production Sector," Sustainability, MDPI, vol. 11(2), pages 1-14, January.
    12. Cook, Wade D. & Liang, Liang & Zhu, Joe, 2010. "Measuring performance of two-stage network structures by DEA: A review and future perspective," Omega, Elsevier, vol. 38(6), pages 423-430, December.
    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. Jong Hyen Kim & Byeong Seok Ahn, 2020. "The Hierarchical VIKOR Method with Incomplete Information: Supplier Selection Problem," Sustainability, MDPI, vol. 12(22), pages 1-15, November.
    2. Pratibha Rani & Arunodaya Raj Mishra & Abbas Mardani & Fausto Cavallaro & Dalia Štreimikienė & Syed Abdul Rehman Khan, 2020. "Pythagorean Fuzzy SWARA–VIKOR Framework for Performance Evaluation of Solar Panel Selection," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    3. Seyed Amirali Hoseini & Alireza Fallahpour & Kuan Yew Wong & Amir Mahdiyar & Morteza Saberi & Serdar Durdyev, 2021. "Sustainable Supplier Selection in Construction Industry through Hybrid Fuzzy-Based Approaches," Sustainability, MDPI, vol. 13(3), pages 1-19, January.

    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. Xiongyong Zhou & Zhiduan Xu, 2018. "An Integrated Sustainable Supplier Selection Approach Based on Hybrid Information Aggregation," Sustainability, MDPI, vol. 10(7), pages 1-49, July.
    2. Chen, Lisa Y. & Wang, Tien-Chin, 2009. "Optimizing partners' choice in IS/IT outsourcing projects: The strategic decision of fuzzy VIKOR," International Journal of Production Economics, Elsevier, vol. 120(1), pages 233-242, July.
    3. Hsu, C.-H. & Wang, Fu-Kwun & Tzeng, Gwo-Hshiung, 2012. "The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR," Resources, Conservation & Recycling, Elsevier, vol. 66(C), pages 95-111.
    4. Pratibha Rani & Arunodaya Raj Mishra & Abbas Mardani & Fausto Cavallaro & Dalia Štreimikienė & Syed Abdul Rehman Khan, 2020. "Pythagorean Fuzzy SWARA–VIKOR Framework for Performance Evaluation of Solar Panel Selection," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    5. Taih-Cherng Lirn & Hsiao-Wen Lin & Kuo-Chung Shang, 2014. "Green shipping management capability and firm performance in the container shipping industry," Maritime Policy & Management, Taylor & Francis Journals, vol. 41(2), pages 159-175, March.
    6. Agnieszka Konys, 2019. "Green Supplier Selection Criteria: From a Literature Review to a Comprehensive Knowledge Base," Sustainability, MDPI, vol. 11(15), pages 1-41, August.
    7. Dai, Jing & Montabon, Frank L. & Cantor, David E., 2014. "Linking rival and stakeholder pressure to green supply management: Mediating role of top management support," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 71(C), pages 173-187.
    8. Abbas Mardani & Dalia Streimikiene & Edmundas Kazimieras Zavadskas & Fausto Cavallaro & Mehrbakhsh Nilashi & Ahmad Jusoh & Habib Zare, 2017. "Application of Structural Equation Modeling (SEM) to Solve Environmental Sustainability Problems: A Comprehensive Review and Meta-Analysis," Sustainability, MDPI, vol. 9(10), pages 1-65, October.
    9. Govindan, Kannan & Rajeev, A. & Padhi, Sidhartha S. & Pati, Rupesh K., 2020. "Supply chain sustainability and performance of firms: A meta-analysis of the literature," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 137(C).
    10. Ahmed Mohammed & Irina Harris & Anthony Soroka & Mohamed Naim & Tim Ramjaun & Morteza Yazdani, 2021. "Gresilient supplier assessment and order allocation planning," Annals of Operations Research, Springer, vol. 296(1), pages 335-362, January.
    11. Dai, Rui & Zhang, Jianxiong, 2017. "Green process innovation and differentiated pricing strategies with environmental concerns of South-North markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 98(C), pages 132-150.
    12. Lei Ji & Chunlin Yuan & Taiwen Feng & Chen Wang, 2020. "Achieving the environmental profits of green supplier integration: The roles of supply chain resilience and knowledge combination," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 978-989, July.
    13. Syed Hammad Mian & Khaja Moiduddin & Hisham Alkhalefah & Mustufa Haider Abidi & Faraz Ahmed & Faraz Hussain Hashmi, 2023. "Mechanisms for Choosing PV Locations That Allow for the Most Sustainable Usage of Solar Energy," Sustainability, MDPI, vol. 15(4), pages 1-24, February.
    14. Dai, Jing & Montabon, Frank L. & Cantor, David E., 2015. "Reprint of “Linking rival and stakeholder pressure to green supply management: Mediating role of top management support”," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 74(C), pages 124-138.
    15. Theißen, Sebastian & Spinler, Stefan, 2014. "Strategic analysis of manufacturer-supplier partnerships: An ANP model for collaborative CO2 reduction management," European Journal of Operational Research, Elsevier, vol. 233(2), pages 383-397.
    16. Saghiri, Soroosh Sam & Mirzabeiki, Vahid, 2021. "Buyer-led environmental supplier development: Can suppliers really help it?," International Journal of Production Economics, Elsevier, vol. 233(C).
    17. Tsai Chi Kuo & Chia-Wei Hsu & Jie-Ying Li, 2015. "Developing a Green Supplier Selection Model by Using the DANP with VIKOR," Sustainability, MDPI, vol. 7(2), pages 1-29, February.
    18. Chithambaranathan, P. & Subramanian, Nachiappan & Gunasekaran, Angappa & Palaniappan, PL.K., 2015. "Service supply chain environmental performance evaluation using grey based hybrid MCDM approach," International Journal of Production Economics, Elsevier, vol. 166(C), pages 163-176.
    19. Manjot Singh Bhatia & Suresh Kumar Jakhar, 2021. "The effect of environmental regulations, top management commitment, and organizational learning on green product innovation: Evidence from automobile industry," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3907-3918, December.
    20. M. K. Dhillon & P. M. Rafi-Ul-Shan & H. Amar & F. Sher & S. Ahmed, 2023. "Flexible Green Supply Chain Management in Emerging Economies: A Systematic Literature Review," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 1-28, March.

    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:12:y:2020:i:6:p:2242-:d:332013. 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.