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Implementation of Design of Experiments projects in industry

Author

Listed:
  • Martín Tanco
  • Elisabeth Viles
  • Laura Ilzarbe
  • María Jesus Alvarez

Abstract

Although design of experiments (DoE) is a common feature of statistics and quality literature, it is insufficiently used in industry. Surveys and numerous articles alike have verified that a gap exists between theoretical development and its effective application in industry. Therefore, we have developed a complete, friendly and easy‐to use methodology, from an engineering point of view, to ease the implementation of DoE in companies. Our approach presents a framework for the experimentation process that follows the traditional DMAIC steps of ‘Six Sigma’ as a generic problem solving methodology. We aim to present a complete overview of the experimentation process useful for those engineers, statisticians and scientists who are not experts in DoE. Copyright © 2009 John Wiley & Sons, Ltd.

Suggested Citation

  • Martín Tanco & Elisabeth Viles & Laura Ilzarbe & María Jesus Alvarez, 2009. "Implementation of Design of Experiments projects in industry," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 25(4), pages 478-505, July.
    • Handle: RePEc:wly:apsmbi:v:25:y:2009:i:4:p:478-505
    DOI: 10.1002/asmb.779
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    Cited by:

    1. Yunesky Masip Macía & Jacqueline Pedrera & Max Túlio Castro & Guillermo Vilalta, 2019. "Analysis of Energy Sustainability in Ore Slurry Pumping Transport Systems," Sustainability, MDPI, vol. 11(11), pages 1-15, June.
    2. Habib Zare Ahmadabadi & Fatemeh Zamzam & Farahnaz Rahmani Meybodi & Dalia Streimikiene & Abbas Mardani, 2018. "Developent of a New Sesame Product using QFD and DOE methods: A Case Study of Sesame Product in Yazd," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 14(1), pages 27-44.
    3. Besseris, George J., 2012. "Profiling effects in industrial data mining by non-parametric DOE methods: An application on screening checkweighing systems in packaging operations," European Journal of Operational Research, Elsevier, vol. 220(1), pages 147-161.
    4. Justyna Lemke & Roma Strulak-Wojcikiewicz, 2021. "Using Six Sigma in the Management of City Logistics Processes: A Case Study on the Impact Assessment of Transport Infrastructure on Fuel Consumption in Szczecin," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 1152-1177.
    5. Nuno Costa & João Lourenço, 2022. "Bi-Objective Optimization Problems—A Game Theory Perspective to Improve Process and Product," Sustainability, MDPI, vol. 14(22), pages 1-14, November.
    6. Nuno Costa & Paulo Fontes, 2020. "Energy-Efficiency Assessment and Improvement—Experiments and Analysis Methods," Sustainability, MDPI, vol. 12(18), pages 1-19, September.

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