Abstract
The application of Box-Behnken design to establish the optimum experimental condition of cake batter mixing is important because optimal mixing can ensure the dispersion of ingredients, and the incorporation and retention of air efficiently. A Box-Behnken with three factors such as mixing time, mixing speed, and cake loading was selected to observe the effects on batter density, cake density, hardness, springiness, cohesiveness, gumminess, chewiness, and resilience. The mixing times ranged from 6 to 20 min, mixing speeds from 90 to 120 rpm, and cake loadings from three to five cakes. A total of 15 runs of experiments where three levels attributed to each factor at high, central and low, and with additional three replicated center points were conducted. Using goal settings for each response based on quality parameters attained from the best definition of each response to achieve high cake quality, an optimum and feasible experimental condition of batter mixing was obtained at 9 min of mixing time, 90 rpm of mixing speed, and three cakes loading.
Similar content being viewed by others
References
Abd Karim, A., Norziah, M. H., & Seow, C. C. (2000). Methods for the study of starch retrogradation. Food Chemistry, 71, 9–36.
Allais, I., Edoura-Gaena, R. B., Gros, J. B., & Trystram, G. (2006). Influence of egg type, pressure and mode of incorporation on density and bubble distribution of a lady finger batter. Journal of Food Engineering, 74, 198–210.
Allais, I., Edoura-Gaena, R. B., & Dufour, E. (2006). Characterisation of lady finger batters and biscuits by fluorescence spectroscopy—relation with density, color and texture. Journal of Food Engineering, 77, 896–909.
Annadurai, G., & Sheeja, R. Y. (1998). Use of Box-Behnken design of experiments for the adsorption of verofix red using biopolymer. Bioprocess Engineering, 18, 463–466.
Borges, K. B., Pupo, M. T., de Freitas, L. A. P., & Bonato, P. S. (2009). Box-Behnken design for the optimization of an enantioselective method for the simultaneous analysis of propranolol and 4-hydroxypropanolol by CE. Electrophoresis, 30, 2874–2881.
Bourne, M. C. (2002). Food texture and viscosity: Concept and measurement (pp. 1–30). London: Academic Press.
Cansee, S., Uriyapongson, J., Watyotha, C., Thivavarnvongs, T., & Varith, J. (2008). Amphoteric starch in simultaneous process preparation with Box-Behnken design for optimal conditions. American Journal Applied Sciences, 5(11), 1535–1542.
Conforti, F. D. (2006). Cake manufacture. In Y. H. Hui (Ed.), Bakery products: Science and technology (pp. 393–410). USA: Blackwell.
Donelson, D. H., & Wilson, J. T. (1960). Effect of the relative quantity of flour fractions on cake quality. Cereal Chemistry, 37(3), 241–262.
Ferreira, S. L. C., Bruns, R. E., Ferreira, H. S., Matos, G. D., David, J. M., Brandão, G. C., et al. (2007). Box-Behnken design: an alternative for the optimization of analytical methods. Analytica Chimica Acta, 597, 179–186.
Grau, H., Wehrle, K., & Arendt, E. K. (1999). Evaluation of a two-step baking procedure for convenience sponge cakes. Cereal Chemistry, 76(2), 303–307.
Gomez, M., Oliete, B., Garcia-Alvarez, J., Ronda, F., & Salazar, J. (2008). Characterization of cake batters by ultrasound measurements. Journal of Food Engineering, 89, 408–413.
Gong, W. J., Zhang, Y. P., Xu, G. R., Wei, X. J., & Lee, K. P. (2007). Optimization strategies for separation of sulfadiazines using Box-Behnken design by liquid chromatography and capillary electrophoresis. Journal of Central South University Technology, 14(2), 196–201.
Ilo, S., & Berghofer, E. (1999). Kinetics of colour changes during extrusion cooking of maize grits. Journal of Food Engineering, 39, 73–80.
Iwe, M. O., Van Zuilichem, D. J., & Ngoddy, P. O. (2007). Extrusion cooking of blends of soy flour and sweet potato flour on specific mechanical energy (SME), extrudate temperature and torque. Journal of Food Processing and Preservation, 25(4), 251–266.
Kenny, S., Grau, H., & Arendt, E. K. (2001). Use of response surface methodology to investigate the effects of processing conditions on frozen dough quality and stability. European Food Research and Technology, 213, 323–328.
Khajeh, M. (2009). Application of Box-Behnken design in the optimization of a magnetic nanoparticle procedure for zinc determination in analytical samples by inductively coupled plasma optical emission spectrometry. Journal of Hazardous Materials, 172, 385–389.
Lahlali, R., Massart, S., Serrhini, M. N., & Jijakli, M. H. (2008). A Box-Behnken design for predicting the combined effects of relative humidity and temperature on antagonistic yeast population density at the surface of apples. International Journal of Food Microbiology, 122, 100–108.
Lai, H. M., & Lin, T. C. (2006). Bakery Products: Science and Technology. In Y. H. Hui (Ed.), Bakery products: Science and technology (pp. 3–65). USA: Blackwell.
Lu, T.-M., Lee, C.-C., Mau, J.-L., & Lin, S.-D. (2010). Quality and antioxidant property of green tea sponge cake. Food Chemistry, 119, 1090–1095.
Inc, M. (2003). MINITAB statistical software, release 14 for windows. Pennsylvania, USA: State College.
Rosenthal, A. J. (1999). Relation between instrumental and sensory measures of food texture. In A. J. Rosenthal (Ed.), Food texture: Measurement and perception (pp. 1–17). Inc, Maryland: Aspen Publishers.
Sahin, S., & Sumnu, S. G. (2006). Physical properties of foods (pp. 19–21). LLC, New York: Springer Science Business Media.
Salazar, J., Turo, A., Chavez, J. A., & Garcia, M. J. (2004). Ultrasonic inspection of batters for on-line process monitoring. Ultrasonics, 42, 155–159.
Shittu, T. A., Raji, A. O., & Sanni, L. O. (2007). Bread from composite cassava-wheat flour: I. effect of baking time and temperature on some physical properties of bread loaf. Food Research International, 40, 280–290.
Souza, A. S., dos Santos, W. N. L., & Ferreira, S. L. C. (2005). Application of Box-Behnken design in the optimisation of an on-line pre-concentration system using knotted reactor for cadmium determination by flame atomic absorption spectrometry. Spectrochimica Acta Part B, 60, 737–742.
Szczesniak, A. S. (2002). Texture is a sensory property. Food Quality and Preference, 13, 215–225.
Tiwari, B. K., Donnell, C. P. O’., Muthukumarappan, K., & Cullen, P. J. (2009). Effect of low temperature sonication on orange juice quality parameters using response surface methodology. Food and Bioprocess Technology, 2, 109–114. doi:10.1007/s11947-008-0156-9. in press.
Turabi, E., Sumnu, G., & Sahin, S. (2008). Optimization of baking of rice cakes in infrared-microwave combination oven by response surface methodology. Food Bioprocess Technology, 1, 64–73. doi:10.1007/s11947-007-0003-4.
Acknowledgment
The authors would like to thank Malayan Flour Mills Berhad, Johor (Malaysia) for supplying the SP-3 flour for this experiment.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Tan, M.C., Chin, N.L. & Yusof, Y.A. A Box–Behnken Design for Determining the Optimum Experimental Condition of Cake Batter Mixing. Food Bioprocess Technol 5, 972–982 (2012). https://doi.org/10.1007/s11947-010-0394-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11947-010-0394-5