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Failure knowledge based decision-making in product quality

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Proceedings of the 36th International MATADOR Conference
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Abstract

Decision-making in product quality is indispensable in order to keep product development at the lowest risk. Based on discussion of the deficiencies of Quality Function Deployment (QFD) and Failure Modes and Effects Analysis (FMEA), a novel decision-making method is presented concentrated on the knowledge network of failure scenarios. An ontological expression of failure scenario is presented together with a framework of failure knowledge network (FKN). A case study is provided according to the proposed decision-making procedure based on FKN. This methodology is applied in the Measurement Assisted Assembly (MAA) process to solve the problem of prioritizing measurement characteristics. A mathematical model and algorithms of Analytic Network Process (ANP) are introduced into calculating the priority of manufacturing characteristics. Therefore, this study provides a practical approach for decision-making in product quality.

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References

  1. Jerrard, R.N., Barnes, N. and Reid, A., 2008, Design, Risk and New Product Development in Five Small Creative Companies. International Journal of Design, Vol. 2/1: 21-30.

    Google Scholar 

  2. Chen, L.H. and Ko, W.C., 2009, Fuzzy linear programming models for new product design using QFD with FMEA. Applied Mathematical Modelling, Vol. 33/2: 633-647.

    Article  MATH  Google Scholar 

  3. Hatamura, Y., Ilno, K., Tsuchlya, K. and Hamaguchi, T., 2003, Structure of Failure Knowledge Database and Case Expression. CIRP Annals - Manufacturing Technology, Vol. 52/1: 97-100.

    Article  Google Scholar 

  4. Colding, B.N., 2000, Prediction, Optimization and Functional Requirements of Knowledge Based Systems. CIRP Annals - Manufacturing Technology, Vol. 49/1: 351-354.

    Article  Google Scholar 

  5. Dai, W., Maropoulos, P., Tang, X., Huo, D. and Cai, B., 2009, Quality Planning Based on Risk Assessment. Proceedings of the 6th CIRP-Sponsored International Conference on Digital Enterprise Technology, pp. 223-237.

    Google Scholar 

  6. Kmenta, S. and Ishii, K. Scenario-Based FMEA: A Life Cycle Cost Perspective. Proceedings of ASME Design Engineering Technical ConferencesBaltimore, Maryland, 2000).

    Google Scholar 

  7. Arunajadai, S.G., Uder, S.J., Stone, R.B. and Tumer, I.Y., 2004, Failure mode identification through clustering analysis. Quality and Reliability Engineering International, Vol. 20/5: 511-526.

    Article  Google Scholar 

  8. Labodova, A., 2004, Implementing integrated management systems using a risk analysis based approach. Journal of Cleaner Production, Vol. 12/6: 571-580.

    Article  Google Scholar 

  9. Thornton, A.C., 1999, A Mathematical Framework for the Key Characteristic Process. Research in Engineering Design, Vol. 11/3: 145-157.

    Article  Google Scholar 

  10. Saaty, T.L., 1996, Decision Making with Dependence and Feedback: The Analytic Network Process. (RWS Publications, Pittsburgh).

    Google Scholar 

  11. Dai, W., Maropoulos, P., Tang, X., Jamshidi, J. and Cai, B., 2009, Measurement Resource Planning: A Methodology That Uses Quality Characteristics Mapping. Proceedings of the 6th CIRP-Sponsored International Conference on Digital Enterprise Technology, pp. 999-1012. Decision-making supermatrix in MAA

    Google Scholar 

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© 2010 Springer-Verlag London Limited

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Dai, W., Maropoulos, P., Tang, X. (2010). Failure knowledge based decision-making in product quality. In: Hinduja, S., Li, L. (eds) Proceedings of the 36th International MATADOR Conference. Springer, London. https://doi.org/10.1007/978-1-84996-432-6_33

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  • DOI: https://doi.org/10.1007/978-1-84996-432-6_33

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-84996-431-9

  • Online ISBN: 978-1-84996-432-6

  • eBook Packages: EngineeringEngineering (R0)

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