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Paradigms, Methods, and Tools for Multicriteria Decision Models in Sustainable Industry 4.0 Oriented Manufacturing Systems

Author

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  • Lucas Borges Leal Da Silva

    (Center for Decision Systems and Information Development (CDSID), Universidade Federal de Pernambuco (UFPE), Cx. Postal 7462, Recife 50630-970, PE, Brazil)

  • Evanielle Barbosa Ferreira

    (Center for Decision Systems and Information Development (CDSID), Universidade Federal de Pernambuco (UFPE), Cx. Postal 7462, Recife 50630-970, PE, Brazil)

  • Rodrigo José Pires Ferreira

    (Center for Decision Systems and Information Development (CDSID), Universidade Federal de Pernambuco (UFPE), Cx. Postal 7462, Recife 50630-970, PE, Brazil)

  • Eduarda Asfora Frej

    (Center for Decision Systems and Information Development (CDSID), Universidade Federal de Pernambuco (UFPE), Cx. Postal 7462, Recife 50630-970, PE, Brazil)

  • Lucia Reis Peixoto Roselli

    (Center for Decision Systems and Information Development (CDSID), Universidade Federal de Pernambuco (UFPE), Cx. Postal 7462, Recife 50630-970, PE, Brazil)

  • Adiel Teixeira De Almeida

    (Center for Decision Systems and Information Development (CDSID), Universidade Federal de Pernambuco (UFPE), Cx. Postal 7462, Recife 50630-970, PE, Brazil)

Abstract

The rise of Industry 4.0 tools transforms the way production plants are planned, controlled, and monitored, allowing organizations to achieve greater flexibility, efficiency, and cost reduction. This way, the use of emerging technologies provides a new look at the industrial sector, particularly concerning sustainability issues in a society that suffers worsening effects from climate change. On the other hand, the degree of success when implementing Industry 4.0 practices in sustainable-oriented manufacturing systems is closely related to hard decision-making, which involves, in practice, multiple and even conflicting criteria to model multidimensional problems. For that reason, it is worth recognizing the importance of the multi-criteria decision-making/aid (MCDM/A) approach to support decision modeling and application so that this research field can be better explored to enhance Industry 4.0 implementation and innovative advances in operations management. Given this backdrop, this paper undertakes a systematic literature review (SLR) of 118 papers, thereby combining a set of predefined keywords with several exclusion criteria to detect the literature that is related to sustainable decisions in manufacturing systems that introduced Industry 4.0 practices in the Web of Science (Clarivate Analytics) database. Cross-matching important research metrics from these papers encourages this work to provide readers with two axes of discussion with the aid of five research questions: a bibliometric analysis and a content analysis. Among many findings, some guidelines for decision-making are put forward to share insights and provide decision-makers, scholars, experts, stakeholders, and other professionals with an overall managerial background when applying sustainable-oriented multicriteria models in manufacturing systems.

Suggested Citation

  • Lucas Borges Leal Da Silva & Evanielle Barbosa Ferreira & Rodrigo José Pires Ferreira & Eduarda Asfora Frej & Lucia Reis Peixoto Roselli & Adiel Teixeira De Almeida, 2023. "Paradigms, Methods, and Tools for Multicriteria Decision Models in Sustainable Industry 4.0 Oriented Manufacturing Systems," Sustainability, MDPI, vol. 15(11), pages 1-27, May.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:11:p:8869-:d:1160622
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    1. Edwards, Ward & Barron, F. Hutton, 1994. "SMARTS and SMARTER: Improved Simple Methods for Multiattribute Utility Measurement," Organizational Behavior and Human Decision Processes, Elsevier, vol. 60(3), pages 306-325, December.
    2. Lynda Andeobu & Santoso Wibowo & Srimannarayana Grandhi, 2021. "A Systematic Review of E-Waste Generation and Environmental Management of Asia Pacific Countries," IJERPH, MDPI, vol. 18(17), pages 1-18, August.
    3. Adiel Teixeira Almeida & Eduarda Asfora Frej & Lucia Reis Peixoto Roselli, 2021. "Combining holistic and decomposition paradigms in preference modeling with the flexibility of FITradeoff," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(1), pages 7-47, March.
    4. Maria Vincenza Ciasullo & Gennaro Maione & Carlo Torre & Orlando Troisi, 2017. "What about Sustainability? An Empirical Analysis of Consumers’ Purchasing Behavior in Fashion Context," Sustainability, MDPI, vol. 9(9), pages 1-18, September.
    5. Belton, Valerie & Goodwin, Paul, 1996. "Remarks on the application of the analytic hierarchy process to judgmental forecasting," International Journal of Forecasting, Elsevier, vol. 12(1), pages 155-161, March.
    6. de Almeida, Jonatas Araujo & Costa, Ana Paula Cabral Seixas & de Almeida-Filho, Adiel Teixeira, 2016. "A new method for elicitation of criteria weights in additive models: Flexible and interactive tradeoffAuthor-Name: de Almeida, Adiel Teixeira," European Journal of Operational Research, Elsevier, vol. 250(1), pages 179-191.
    7. Leonilde Varela & Paulo Ávila & Hélio Castro & Goran D. Putnik & Luís Miguel Ciravegna Fonseca & Luís Ferreira, 2022. "Manufacturing and Management Paradigms, Methods and Tools for Sustainable Industry 4.0-Oriented Manufacturing Systems," Sustainability, MDPI, vol. 14(3), pages 1-5, January.
    8. Madson Bruno da Silva Monte & Danielle Costa Morais, 2019. "A Decision Model for Identifying and Solving Problems in an Urban Water Supply System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(14), pages 4835-4848, November.
    9. Adiel Teixeira de Almeida & Cristiano Alexandre Virgínio Cavalcante & Marcelo Hazin Alencar & Rodrigo José Pires Ferreira & Adiel Teixeira de Almeida-Filho & Thalles Vitelli Garcez, 2015. "Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance Decision Analysis," International Series in Operations Research and Management Science, Springer, edition 127, number 978-3-319-17969-8, March.
    10. Cherrafi, Anass & Garza-Reyes, Jose Arturo & Kumar, Vikas & Mishra, Nishikant & Ghobadian, Abby & Elfezazi, Said, 2018. "Lean, green practices and process innovation: A model for green supply chain performance," International Journal of Production Economics, Elsevier, vol. 206(C), pages 79-92.
    11. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    12. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
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