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Reducing the Risks during the Purchase of Five-Axis CNC Machining Centers Using AHP Method and Fuzzy Systems

Author

Listed:
  • Lucian-Ionel Cioca

    (Department of Engineering and Management, Engineering Faculty, Lucian Blaga University of Sibiu, Victoriei 10, 550024 Sibiu, Romania
    Academy of Romanian Scientists, 010071 Bucharest, Romania)

  • Radu-Eugen Breaz

    (Department of Industrial Machines and Equipment, Engineering Faculty, Lucian Blaga University of Sibiu, Victoriei 10, 550024 Sibiu, Romania)

  • Sever-Gabriel Racz

    (Department of Industrial Machines and Equipment, Engineering Faculty, Lucian Blaga University of Sibiu, Victoriei 10, 550024 Sibiu, Romania)

Abstract

Nowadays, companies are in the process of renewing their manufacturing lines by equipping them with modern five-axis CNC (computer numerical control) machining centers. The decision to select between different five-axis CNC machining centers, with similar technological capabilities is a difficult process, so the main goal of this work was to develop a method for assisting it. The proposed approach relies on seven technical criteria, four quantitative ones (traverse speed, thrust, spindle power, and spindle speed) which can be expressed by crisp numerical values, while the other three (flexibility, operation easiness, and setup time) are qualitative ones. The analytic hierarchy process (AHP) was used for ordering four variants of five-axis CNC milling machining centers. The qualitative criteria were processed using fuzzy systems to be expressed by crisp numerical values, suitable for AHP. Finally, the four variants of five-axis CNC milling machining centers were hierarchized and the best one was chosen. A sensitivity analysis was also unfolded to certify the robustness of the AHP.

Suggested Citation

  • Lucian-Ionel Cioca & Radu-Eugen Breaz & Sever-Gabriel Racz, 2019. "Reducing the Risks during the Purchase of Five-Axis CNC Machining Centers Using AHP Method and Fuzzy Systems," Sustainability, MDPI, vol. 11(2), pages 1-23, January.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:2:p:315-:d:196319
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    References listed on IDEAS

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    1. Aldona Kluczek, 2017. "Quick Green Scan: A Methodology for Improving Green Performance in Terms of Manufacturing Processes," Sustainability, MDPI, vol. 9(1), pages 1-28, January.
    2. Kulak, Osman & Kahraman, Cengiz, 2005. "Multi-attribute comparison of advanced manufacturing systems using fuzzy vs. crisp axiomatic design approach," International Journal of Production Economics, Elsevier, vol. 95(3), pages 415-424, March.
    3. Paweł Cabała, 2010. "Using the analytic hierarchy process in evaluating decision alternatives," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 20(1), pages 5-23.
    4. Mijoh A. Gbededo & Kapila Liyanage, 2018. "Identification and Alignment of the Social Aspects of Sustainable Manufacturing with the Theory of Motivation," Sustainability, MDPI, vol. 10(3), pages 1-20, March.
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