Identify the Influence of Ingredients and Cake Baking for Cupcake using Design of Experiments

  • Authors

    • Anis Siti Nurrohkayati
    • Binyamin .
    2019-01-24
    https://doi.org/10.14419/ijet.v8i1.1.24787
  • Taguchi Method, OEC, DOE, Analysis of Variance, Cupcake

  • Abstract

    This experiment purpose is to determine the best recipe for cupcakes, what factors that can affect the taste of cupcake and to identify the main factors which influential significantly to the best recipe of cupcake. The parameter of the best cupcake is judged on taste, moistness, and smoothness. Taste and smoothness is rated by expert, then the moistness is measure by gram. Taguchi’s experimental design method, orthogonal arrays of Taguchi, overall evaluation criteria, design of experiments, ANOVA analysis, and S/N-ratio analysis are used to evaluate the significance influence of ingredients and cake baking for cupcake. Confirmation experiments with the significantly effect of ingredients levels was carried out in order to illustrate the effectiveness of the Taguchi’s design of experiments method. The factors which have significantly influence is the combination between sugar and fluid milk with the highest contribution i.e. 58.06%. The high amount of sugar and the use of fluid milk can affect the texture of cupcake became not good or became coarse.

     

     

  • References

    1. [1] A, A. C., & Kumar, P. (2013). Application of Taguchi Methods and ANOVA in GTAW Process Parameters Optimization for Aluminium Alloy 7039. International Journal of Engineering and Innovative Technology (IJEIT), Volume 2, Issue 11, May 2013, 54-58.

      [2] Ahmed, Z. S., & Hussein, A. M. (2012). Utilization of Cinnamon and Orange Extracts to Improve the Microbial Quality and Shelf Life of Sponge Cakes. Australian Journal of Basic and Applied Sciences, 6(8), 665-672.

      [3] Athreya, S., & Venkatesh, Y. D. (2012, November). Application of Taguchi Method for Optimization of Process Parameters in Improving the Surface Roughness of Lathe Facing Operation. International Referedd Journal of Engineering and Science (IRJES) Volume 1, Issue 3, 13-19.

      [4] Heenan, S. P., Dufour, J. P., Hamid, N., Harvey, W., & Delahunty, C. M. (2010). The Influence of Ingredients and Time From Baking on Sensory Quality and Consumer Freshness Perceptions in a Baked Model Cake System. LWT-Food Science and Technology 43, 1032-1041.

      [5] Heenan, S. P., hamid, N., Pierre Dufour, J., Harvey, W., & Delahunty, C. M. (2009). Consumer Freshness Perceptions of Breads, Biscuits and Cakes. Food Quality and Preference 20, 380-390.

      [6] Joiner, K., & Brewster, A. (2017). Cooking Perfect Cupcakes: Freeing Curicula Context Gibes Student-Centred Pedagody for Course on Experimental Design. Creative Education, 1833-1859.

      [7] Ramadhani, F., & Murtini, E. S. (2017). Effects of Type of Flours and Addition of Leaving Agents or Emulsifer on Physicochemical Characteristics and Organoleptic of Telur Gabus Keju. Jurnal Pangan dan Agroindustri Vol. 5 No. 1, 38-47.

      [8] Ranjit, R. (1987). A Primer on The Taguchi Method. Retrieved March 21, 2015, from http://www.wwnet.com/~rkroy

      [9] Rao, S., Samant, P., Athira, K., & Shenoy, R. (2013). An Overview of Taguchi Method: Evolution, Concept and Interdisciplinary Applications. International Journal of Scientific & Engineering Research, 4(10), 621-626.

      [10] Ross, P. J. (1996). Taguchi Techniques for Quality Engineering. Singapore: McGraw-Hill.

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  • How to Cite

    Siti Nurrohkayati, A., & ., B. (2019). Identify the Influence of Ingredients and Cake Baking for Cupcake using Design of Experiments. International Journal of Engineering & Technology, 8(1.1), 104-110. https://doi.org/10.14419/ijet.v8i1.1.24787

    Received date: 2018-12-25

    Accepted date: 2018-12-25

    Published date: 2019-01-24