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Combining FMEA with DEMATEL models to solve production process problems

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  • Sang-Bing Tsai
  • Jie Zhou
  • Yang Gao
  • Jiangtao Wang
  • Guodong Li
  • Yuxiang Zheng
  • Peng Ren
  • Wei Xu

Abstract

Failure mode and effects analysis (FMEA) is an analysis tool for identifying and preventing flaws or defects in products during the design and process planning stage, preventing the repeated occurrence of problems, reducing the effects of these problems, enhancing product quality and reliability, saving costs, and improving competitiveness. However, FMEA can only analyze one influence factor according to its priority, rendering this method ineffective for systems containing multiple FMs whose effects are simultaneous or interact with one another. Accordingly, when FMEA fails to identify the influence factors and the factors being influenced, the most crucial problems may be placed in lower priority or remain unresolved. Decision-Making Trial and Evaluation Laboratory (DEMATEL) facilitates the determination of cause and effect factors; by identifying the causal factors that should be prioritized, prompt and effective solutions to core problems can be derived, thereby enhancing performance. Using the photovoltaic cell manufacturing industry in China as the research target, the present study combined FMEA with DEMATEL to amend the flaws of FMEA and enhance its effectiveness. First, FMEA was used to identify items requiring improvement. Then, DEMATEL was employed to examine the interactive effects and causal relationships of these items. Finally, the solutions to the problems were prioritized. The proposed method effectively combined the advantages of FMEA and DEMATEL to facilitate the identification of core problems and prioritization of solutions in the Chinese photovoltaic cell industry.

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  • Sang-Bing Tsai & Jie Zhou & Yang Gao & Jiangtao Wang & Guodong Li & Yuxiang Zheng & Peng Ren & Wei Xu, 2017. "Combining FMEA with DEMATEL models to solve production process problems," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-15, August.
    • Handle: RePEc:plo:pone00:0183634
    DOI: 10.1371/journal.pone.0183634
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    11. Jafari-Sadeghi, Vahid & Amoozad Mahdiraji, Hannan & Devalle, Alain & Pellicelli, Anna Claudia, 2022. "Somebody is hiding something: Disentangling interpersonal level drivers and consequences of knowledge hiding in international entrepreneurial firms," Journal of Business Research, Elsevier, vol. 139(C), pages 383-396.
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    13. Tian-Cheng Li & Chien-Chi Chu & Fan-Cun Meng & Qin Li & Di Mo & Bin Li & Sang-Bing Tsai, 2018. "Will Happiness Improve the Psychological Integration of Migrant Workers?," IJERPH, MDPI, vol. 15(5), pages 1-22, May.
    14. Jalil Heidary Dahooie & Amir Salar Vanaki & Hamid Reza Firoozfar & Edmundas Kazimieras Zavadskas & Audrius Čereška, 2020. "An Extension of the Failure Mode and Effect Analysis with Hesitant Fuzzy Sets to Assess the Occupational Hazards in the Construction Industry," IJERPH, MDPI, vol. 17(4), pages 1-22, February.
    15. Jiafu Su & Chi Li & Sang-Bing Tsai & Hui Lu & Aijun Liu & Quan Chen, 2018. "A Sustainable Closed-Loop Supply Chain Decision Mechanism in the Electronic Sector," Sustainability, MDPI, vol. 10(4), pages 1-15, April.
    16. Nan Li & Yu Sun & Jian Yu & Jian-Cheng Li & Hong-fei Zhang & Sangbing Tsai, 2019. "An Empirical Study on Low Emission Taxiing Path Optimization of Aircrafts on Airport Surfaces from the Perspective of Reducing Carbon Emissions," Energies, MDPI, vol. 12(9), pages 1-19, April.
    17. Ching-Chih Chou & Chien-Wen Shen & Dapeng Gao & Yang Gao & Kai Wang & Sang-Bing Tsai, 2018. "Modelling the Dynamic Impacts of High Speed Rail Operation on Regional Public Transport—From the Perspective of Energy Economy," Energies, MDPI, vol. 11(5), pages 1-15, May.
    18. Lin Feng & Baoping Sun & Kai Wang & Sang-Bing Tsai, 2018. "An Empirical Study on the Design of Digital Content Products from a Big Data Perspective," Sustainability, MDPI, vol. 10(9), pages 1-21, August.
    19. Wenqing Wu & Kexin Yu & Saixiang Ma & Chien-Chi Chu & Shijie Li & Chengcheng Ma & Sang-Bing Tsai, 2018. "An Empirical Study on Optimal Strategies of Industry-University-Institute Green Innovation with Subsidy," Sustainability, MDPI, vol. 10(5), pages 1-17, May.
    20. Shiqi Li & Maoxiang Lang & Xueqiao Yu & Mingyue Zhang & Minghe Jiang & Sangbing Tsai & Cheng-Kuang Wang & Fang Bian, 2019. "A Sustainable Transport Competitiveness Analysis of the China Railway Express in the Context of the Belt and Road Initiative," Sustainability, MDPI, vol. 11(10), pages 1-30, May.
    21. Benjamin Cabanes & Stéphane Hubac & Pascal Le Masson & Benoit Weil, 2021. "Improving reliability engineering in product development based on design theory: the case of FMEA in the semiconductor industry," Post-Print hal-03143866, HAL.
    22. Jason Z. Ma & Xiang Deng & Kung-Cheng Ho & Sang-Bing Tsai, 2018. "Regime-Switching Determinants for Spreads of Emerging Markets Sovereign Credit Default Swaps," Sustainability, MDPI, vol. 10(8), pages 1-17, August.

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