IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i11p8869-d1160622.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/11/8869/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/11/8869/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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, September.
    5. 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.
    6. 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.
    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. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    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. George da Mota Passos Neto & Luciana Hazin Alencar & Rodolfo Valdes-Vasquez, 2023. "Multiple-Criteria Methods for Assessing Social Sustainability in the Built Environment: A Systematic Review," Sustainability, MDPI, vol. 15(23), pages 1-24, November.

    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. Lucia Reis Peixoto Roselli & Adiel Teixeira Almeida, 2022. "Use of the Alpha-Theta Diagram as a decision neuroscience tool for analyzing holistic evaluation in decision making," Annals of Operations Research, Springer, vol. 312(2), pages 1197-1219, May.
    2. 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.
    3. Thalles Vitelli Garcez & Helder Tenório Cavalcanti & Adiel Teixeira de Almeida, 2021. "A hybrid decision support model using Grey Relational Analysis and the Additive-Veto Model for solving multicriteria decision-making problems: an approach to supplier selection," Annals of Operations Research, Springer, vol. 304(1), pages 199-231, September.
    4. Eduarda Asfora Frej & Danielle Costa Morais & Adiel Teixeira de Almeida, 2022. "Negotiation Support Through Interactive Dominance Relationship Specification," Group Decision and Negotiation, Springer, vol. 31(3), pages 591-620, June.
    5. Kik, M.C. & Claassen, G.D.H. & Meuwissen, M.P.M. & Smit, A.B. & Saatkamp, H.W., 2021. "Actor analysis for sustainable soil management – A case study from the Netherlands," Land Use Policy, Elsevier, vol. 107(C).
    6. Ioannis Sitaridis & Fotis Kitsios, 2020. "Competitiveness analysis and evaluation of entrepreneurial ecosystems: a multi-criteria approach," Annals of Operations Research, Springer, vol. 294(1), pages 377-399, November.
    7. Yael Grushka-Cockayne & Bert De Reyck & Zeger Degraeve, 2008. "An Integrated Decision-Making Approach for Improving European Air Traffic Management," Management Science, INFORMS, vol. 54(8), pages 1395-1409, August.
    8. Rađenović Žarko & Veselinović Ivana, 2017. "Integrated AHP-TOPSIS Method for the Assessment of Health Management Information Systems Efficiency," Economic Themes, Sciendo, vol. 55(1), pages 121-142, March.
    9. Scholz, Michael & Pfeiffer, Jella & Rothlauf, Franz, 2017. "Using PageRank for non-personalized default rankings in dynamic markets," European Journal of Operational Research, Elsevier, vol. 260(1), pages 388-401.
    10. Chun-Chieh Tseng & Jun-Yi Zeng & Min-Liang Hsieh & Chih-Hung Hsu, 2022. "Analysis of Innovation Drivers of New and Old Kinetic Energy Conversion Using a Hybrid Multiple-Criteria Decision-Making Model in the Post-COVID-19 Era: A Chinese Case," Mathematics, MDPI, vol. 10(20), pages 1-25, October.
    11. Munim, Ziaul Haque & Duru, Okan & Ng, Adolf K.Y., 2022. "Transhipment port's competitiveness forecasting using analytic network process modelling," Transport Policy, Elsevier, vol. 124(C), pages 70-82.
    12. Amelia Bilbao-Terol & Mar Arenas-Parra & Raquel Quiroga-García & Celia Bilbao-Terol, 2022. "An extended best–worst multiple reference point method: application in the assessment of non-life insurance companies," Operational Research, Springer, vol. 22(5), pages 5323-5362, November.
    13. Iwaro, Joseph & Mwasha, Abrahams & Williams, Rupert G. & Zico, Ricardo, 2014. "An Integrated Criteria Weighting Framework for the sustainable performance assessment and design of building envelope," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 417-434.
    14. Tom Pape, 2020. "Prioritising data items for business analytics: Framework and application to human resources," Papers 2012.13813, arXiv.org.
    15. Mališa Žižović & Dragan Pamučar & Goran Ćirović & Miodrag M. Žižović & Boža D. Miljković, 2020. "A Model for Determining Weight Coefficients by Forming a Non-Decreasing Series at Criteria Significance Levels (NDSL)," Mathematics, MDPI, vol. 8(5), pages 1-18, May.
    16. Huber, P. & Hujala, T. & Kurttila, M. & Wolfslehner, B. & Vacik, H., 2019. "Application of multi criteria analysis methods for a participatory assessment of non-wood forest products in two European case studies," Forest Policy and Economics, Elsevier, vol. 103(C), pages 103-111.
    17. Marques, Adriana Cavalcante & Frej, Eduarda Asfora & de Almeida, Adiel Teixeira, 2022. "Multicriteria decision support for project portfolio selection with the FITradeoff method," Omega, Elsevier, vol. 111(C).
    18. Ewa Roszkowska, 2020. "The extention rank ordering criteria weighting methods in fuzzy enviroment," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 30(2), pages 91-114.
    19. Abastante, Francesca & Corrente, Salvatore & Greco, Salvatore & Ishizaka, Alessio & Lami, Isabella M., 2018. "Choice architecture for architecture choices: Evaluating social housing initiatives putting together a parsimonious AHP methodology and the Choquet integral," Land Use Policy, Elsevier, vol. 78(C), pages 748-762.
    20. Mohammadi, Majid & Rezaei, Jafar, 2020. "Bayesian best-worst method: A probabilistic group decision making model," Omega, Elsevier, vol. 96(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:gam:jsusta:v:15:y:2023:i:11:p:8869-:d:1160622. 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.