IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i3p1355-d488517.html
   My bibliography  Save this article

Fuzzy Inference Model for Decision Support in Sustainable Production Planning Processes—A Case Study

Author

Listed:
  • Maximilian Zarte

    (Faculdade de Ciencias e Tecnologia, Campus Caparica, Universidade Nova de Lisboa, 2829-516 Caparica, Portugal)

  • Agnes Pechmann

    (Department of Mechanical Engineering, University of Applied Sciences Emden/Leer, 26723 Emden, Germany)

  • Isabel L. Nunes

    (Mecânica e Industrial (UNIDEMI), Campus de Caparica, Unidade de Investigação em Engenharia, 2829-516 Caparica, Portugal)

Abstract

Due to crises (e.g., climate crisis, extinction of species, shortage of natural resources, human health crisis), customer requirements for conventionally produced products shift to more sustainably produced products, reducing and avoiding negative environmental and social impacts. Circular thinking in production systems offers new opportunities to meet these new customer expectations. However, it enlarges new challenges for production planning too. Research gaps exist in production planning approaches, considering all three sustainability aspects (economic, environmental, and social) simultaneously. This paper presents a concept of a fuzzy inference model (FIM) to assess the sustainability of production programs. The FIM concept is demonstrated and tested using a single case study considering lab production schedules. The model’s outcome indicates the most significant opportunities to improve production programs’ sustainability using experts’ knowledge.

Suggested Citation

  • Maximilian Zarte & Agnes Pechmann & Isabel L. Nunes, 2021. "Fuzzy Inference Model for Decision Support in Sustainable Production Planning Processes—A Case Study," Sustainability, MDPI, vol. 13(3), pages 1-29, January.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:3:p:1355-:d:488517
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/3/1355/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/3/1355/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808.
    2. Grosse, E. H. & Calzavara, M. & Glock, C. H. & Sgarbossa, F., 2017. "Incorporating human factors into decision support models for production and logistics: current state of research," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 88433, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Vassilis S. Kouikoglou & Yannis A. Phillis, 2011. "Application of a fuzzy hierarchical model to the assessment of corporate social and environmental sustainability," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 18(4), pages 209-219, July.
    4. Biel, K. & Glock, C. H., 2016. "Systematic literature review of decision support models for energy-efficient production planning," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 83071, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    5. Daly, Herman E., 1990. "Toward some operational principles of sustainable development," Ecological Economics, Elsevier, vol. 2(1), pages 1-6, April.
    6. Calabrese, Armando & Costa, Roberta & Levialdi, Nathan & Menichini, Tamara, 2019. "Integrating sustainability into strategic decision-making: A fuzzy AHP method for the selection of relevant sustainability issues," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 155-168.
    7. Paolo Taticchi & Patrizia Garengo & Sai S. Nudurupati & Flavio Tonelli & Roberto Pasqualino, 2015. "A review of decision-support tools and performance measurement and sustainable supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 53(21), pages 6473-6494, November.
    8. Diaz-Balteiro, L & González-Pachón, J. & Romero, C., 2017. "Measuring systems sustainability with multi-criteria methods: A critical review," European Journal of Operational Research, Elsevier, vol. 258(2), pages 607-616.
    9. Suzanne, Elodie & Absi, Nabil & Borodin, Valeria, 2020. "Towards circular economy in production planning: Challenges and opportunities," European Journal of Operational Research, Elsevier, vol. 287(1), pages 168-190.
    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. Mohamed Saeed Khaled & Ibrahim Abdelfadeel Shaban & Ahmed Karam & Mohamed Hussain & Ismail Zahran & Mohamed Hussein, 2022. "An Analysis of Research Trends in the Sustainability of Production Planning," Energies, MDPI, vol. 15(2), pages 1-19, January.
    2. Valentina De Simone & Valentina Di Pasquale & Maria Elena Nenni & Salvatore Miranda, 2023. "Sustainable Production Planning and Control in Manufacturing Contexts: A Bibliometric Review," Sustainability, MDPI, vol. 15(18), pages 1-23, September.
    3. Maximilian Zarte & Agnes Pechmann & Isabel L. Nunes, 2022. "Problems, Needs, and Challenges of a Sustainability-Based Production Planning," Sustainability, MDPI, vol. 14(7), pages 1-19, March.

    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. Maximilian Zarte & Agnes Pechmann & Isabel L. Nunes, 2022. "Problems, Needs, and Challenges of a Sustainability-Based Production Planning," Sustainability, MDPI, vol. 14(7), pages 1-19, March.
    2. Toman, Michael & Pezzey, John C., 2002. "The Economics of Sustainability: A Review of Journal Articles," RFF Working Paper Series dp-02-03, Resources for the Future.
    3. Gilbert Gillespie, 2010. "2009 AFHVS presidential address: the steering question: challenges to achieving food system sustainability," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 27(1), pages 3-12, March.
    4. Hoff, Jens V. & Rasmussen, Martin M.B. & Sørensen, Peter Birch, 2021. "Barriers and opportunities in developing and implementing a Green GDP," Ecological Economics, Elsevier, vol. 181(C).
    5. Ozgur Isil & Michael T. Hernke, 2017. "The Triple Bottom Line: A Critical Review from a Transdisciplinary Perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1235-1251, December.
    6. Janová, Jitka & Hampel, David & Nerudová, Danuše, 2019. "Design and validation of a tax sustainability index," European Journal of Operational Research, Elsevier, vol. 278(3), pages 916-926.
    7. V.Martinet & L. Doyen, 2003. "Sustainable management of an exhaustible resource:a viable control model," THEMA Working Papers 2003-36, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    8. Quentin Couix, 2019. "Natural resources in the theory of production: the Georgescu-Roegen/Daly versus Solow/Stiglitz controversy," The European Journal of the History of Economic Thought, Taylor & Francis Journals, vol. 26(6), pages 1341-1378, November.
    9. Ferretti, Paola & Zolin, Maria Bruna & Ferraro, Giacomo, 2020. "Relationships among sustainability dimensions: evidence from an Alpine area case study using Dominance-based Rough Set Approach," Land Use Policy, Elsevier, vol. 92(C).
    10. Odile Blanchard & Arnaud Buchs, 2014. "Teaching Sustainable Development Issues: An Assessment of the Learning Effectiveness of Gaming," Working Papers halshs-00946227, HAL.
    11. Vinicius Minatogawa & Matheus Franco & Izabela Simon Rampasso & Maria Holgado & Diego Garrido & Hernan Pinto & Ruy Quadros, 2022. "Towards Systematic Sustainable Business Model Innovation: What Can We Learn from Business Model Innovation," Sustainability, MDPI, vol. 14(5), pages 1-35, March.
    12. John Holmberg & Johan Larsson, 2018. "A Sustainability Lighthouse—Supporting Transition Leadership and Conversations on Desirable Futures," Sustainability, MDPI, vol. 10(11), pages 1-25, October.
    13. Eirini Triantafyllidou & Anastasia Zabaniotou, 2022. "From Theory to Praxis: ‘Go Sustainable Living’ Survey for Exploring Individuals Consciousness Level of Decision-Making and Action-Taking in Daily Life Towards a Green Citizenship," Circular Economy and Sustainability, Springer, vol. 2(1), pages 113-139, March.
    14. Bastianoni, S. & Facchini, A. & Susani, L. & Tiezzi, E., 2007. "Emergy as a function of exergy," Energy, Elsevier, vol. 32(7), pages 1158-1162.
    15. Gerbens-Leenes, P. W. & Moll, H. C. & Schoot Uiterkamp, A. J. M., 2003. "Design and development of a measuring method for environmental sustainability in food production systems," Ecological Economics, Elsevier, vol. 46(2), pages 231-248, September.
    16. Damien Bazin & Emna Omri & Nouri Chtourou, 2015. "Solar Thermal Energy for Sustainable Development in Tunisia," Post-Print halshs-01070616, HAL.
    17. Buytaert, V. & Muys, B. & Devriendt, N. & Pelkmans, L. & Kretzschmar, J.G. & Samson, R., 2011. "Towards integrated sustainability assessment for energetic use of biomass: A state of the art evaluation of assessment tools," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 3918-3933.
    18. Laura Laguna-Salvadó & Matthieu Lauras & Uche Okongwu & Tina Comes, 2019. "A multicriteria Master Planning DSS for a sustainable humanitarian supply chain," Annals of Operations Research, Springer, vol. 283(1), pages 1303-1343, December.
    19. Aryn Lisitza & Gregor Wolbring, 2016. "Sustainability within the Academic EcoHealth Literature: Existing Engagement and Future Prospects," Sustainability, MDPI, vol. 8(3), pages 1-22, February.

    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:13:y:2021:i:3:p:1355-:d:488517. 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.