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

Author

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  • 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
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    References listed on IDEAS

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    1. 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).
    2. 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.
    3. 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).
    4. 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.
    5. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808.
    6. 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.
    7. Daly, Herman E., 1990. "Toward some operational principles of sustainable development," Ecological Economics, Elsevier, vol. 2(1), pages 1-6, April.
    8. 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.
    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.
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    Cited by:

    1. 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.
    2. 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.
    3. 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.

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