{"title":"Implementation of Response Surface Methodology using in Small Brown Rice Peeling Machine: Part I","authors":"S. Bangphan, P. Bangphan, T.Boonkang","volume":74,"journal":"International Journal of Nutrition and Food Engineering","pagesStart":112,"pagesEnd":117,"ISSN":"1307-6892","URL":"https:\/\/publications.waset.org\/pdf\/13264","abstract":"<p>Implementation of response surface methodology (RSM) was employed to study the effects of two factor (rubber clearance and round per minute) in brown rice peeling machine of The optimal BROKENS yield (19.02, average of three repeats),.The optimized composition derived from RSM regression was analyzed using Regression analysis and Analysis of Variance (ANOVA). At a significant level &alpha; = 0.05, the values of Regression coefficient, R 2 (adj)were 97.35 % and standard deviation were 1.09513. The independent variables are initial rubber clearance, and round per minute parameters namely. The investigating responses are final rubber clearance, and round per minute (RPM). The restriction of the optimization is the designated.<\/p>\r\n","references":"[1] S. Bangphan, S. Lee, \"Modeling Material Mixtures to Replace of Rice\r\nPolishing Cylinder,\"Proceeding of the Conference of Industrial\r\nEngineering, IE NETWORK CONFERENCE, 17-19 December 2006.\r\n[2] S. Bangphan, S. Lee and S. Jomjunyong, \"Development of the\r\nAlternative Composite Material for Rice Polishing Cylinder,\" APIEMS\r\n& CIIE 2007.,Dec.2007, Proceeding 8th Conference. Industrial\r\nEngineeris Taiwan, 2007,p.146.\r\n[3] Oh, C.H. and S.H. Oh, \"Effects of germinated brown rice extracts with\r\nenhanced levels of GABA on cancer cell proliferation and apoptosis\".\r\nJournal of Medical Food, 7(1).2004.\r\n[4] Garrow, J.S. et al., \"Human Nutrition and Dietetics\", Harcourt\r\nPublishers, London,2000.\r\n[5] Rogelio V. Cuyno, \"The National Campaign to Combat Hidden Hunger\r\nthrough Brown Rice Paper presented during Consultative Meeting on\r\nNutritional Aspect of Brown Rice\", at Food & Nutrition Research\r\nInstitute, Manila Philippines,2003.\r\n[6] Wood, Rebecca., \"The Whole Foods Encyclopedia\". New York, NY:\r\nPrentice-Hall Press; 1988.\r\n[7] Chen, H., Siebenmorgen, T.J., \"Effect of rice thickness in degree of\r\nmilling and associated optical measurements\". Cereal Chemistry 74,\r\n821-825,1997.\r\n[8] Chen, H., Siebenmorgen, T.J., Griffin, K., \"Quality characteristics of\r\nlong-grain rice milled in two commercial systems\". Cereal Chemistry\r\n75, 560-565,1998.\r\n[9] Kennedy, G., Burlingame, B., Nguyen, N., \"Nutrient impact assessment\r\nof rice in major rice-consuming countries\". International Rice\r\nCommission Newsletter 51, 33-41,2002.\r\n[10] Itani, T., Tamaki, M., Arai, E., Horino, T., \"Distribution of amylose,\r\nnitrogen, and minerals in rice kernels with various characters\". Journal\r\nof Agricultural and Food Chemistry 50, 5326-5332,2002.\r\n[11] Jianfen Liang et al., \"Milling characteristics and distribution of phytic\r\nacid and zinc in long-,medium- and short-grain rice\" Journal of Cereal\r\nScience 48 (2008) 83-91.\r\n[12] Myers R. H., Montgomery D. C., Response Surface Methodology:\r\nProcess and Product Optimization using Designed Experiments. John\r\nWiley and Sons, New York, 1995\r\n[13] Myers R.H., Montgomery D.C. (2002), Response Surface Methodology.\r\nWiley, New York.\r\n[14] Box G.E.P., Wilson K.B. (1951), \"On the experimental attainment of\r\noptimum conditions .\" Journal of the Royal Statistical Society, Series B,\r\n13, 1-45\r\n[15] Box G.E.P., Draper N.R. (1959), \"A basis for the selection of a response\r\nsurface design.\"Journal of the American Statistical Association, 54,\r\n622-654.\r\n[16] Box G.E.P., Draper N.R. (1987), Empirical Model-Building and\r\nResponse Surfaces. Wiley, New York.\r\n[17] Khuri A.I., Cornell J.A. (1987), Response Surfaces. Marcel Dekker,\r\nNew York.\r\n[18] Hill W.J., Hunter W.G. (1966), \"A review of response surface\r\nmethodology : a literature review.\" Technometrics, 8, 571-590.\r\n[19] Myers R.H., Khuri A.I., Carter W.H. (1989), \"Response surface\r\nmethodology : 1966-1988.\" Technometrics, 15, 301-317.\r\n[20] Myers R.H., Montgomery D.C., Vining G.G., Borror C.M., Kowalski\r\nS.M. (2004),\"Response surface methodology : a retrospective and\r\nliterature survey.\" Journal of Quality Technology, 36, 53-77\r\n[21] Edmondson R.N. (1991), \"Agricultural response surface experiments\r\nbased on four- level factorial designs.\" Biometrics, 47, 1435-1448.\r\n[22] 2006. Response surface methodology.\r\nhttp:\/\/en.wikipedia.org\/wiki\/Response surface methodology (accessed\r\nJanuary 22, 2007).","publisher":"World Academy of Science, Engineering and Technology","index":"Open Science Index 74, 2013"}