The purpose of this study was to develop a calibration model to evaluate the moisture content of tapioca starch using the near-infrared (NIR) spectral data in conjunction with partial least square (PLS) regression. The prediction ability was assessed using a separate prediction data set. Three groups of tapioca starch samples were used in this study: tapioca starch cake, dried tapioca starch and combined tapioca starch. The optimum model obtained from the baseline-offset spectra of dried tapioca starch samples at the outlet of the factory drying process provided a coeffcient of determination (R-2), standard error of prediction (SEP), bias and residual prediction deviation (RPD) of 0.974, 0.16%, -0.092% and 7.4, respectively. The NIR spectroscopy protocol developed in this study could be a rapid method for evaluation of the moisture content of the tapioca starch in factory laboratories. It indicated the possibility of real-time online monitoring and control of the tapioca starch cake feeder in the drying process. In addition, it was determined that there was a stronger influence of the NIR absorption of both water and starch on the prediction of moisture content of the model.
机构:
Hiroshima City Univ, Fac Informat Sci, Dept Informat Machines & Interfaces, Asaminami Ku, Hiroshima 7313194, JapanHiroshima City Univ, Fac Informat Sci, Dept Informat Machines & Interfaces, Asaminami Ku, Hiroshima 7313194, Japan
Suehara, K
Ohta, Y
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Hiroshima City Univ, Fac Informat Sci, Dept Informat Machines & Interfaces, Asaminami Ku, Hiroshima 7313194, JapanHiroshima City Univ, Fac Informat Sci, Dept Informat Machines & Interfaces, Asaminami Ku, Hiroshima 7313194, Japan
Ohta, Y
Nakano, Y
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Hiroshima City Univ, Fac Informat Sci, Dept Informat Machines & Interfaces, Asaminami Ku, Hiroshima 7313194, JapanHiroshima City Univ, Fac Informat Sci, Dept Informat Machines & Interfaces, Asaminami Ku, Hiroshima 7313194, Japan
Nakano, Y
Yano, T
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Hiroshima City Univ, Fac Informat Sci, Dept Informat Machines & Interfaces, Asaminami Ku, Hiroshima 7313194, JapanHiroshima City Univ, Fac Informat Sci, Dept Informat Machines & Interfaces, Asaminami Ku, Hiroshima 7313194, Japan
机构:
Seoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, 1 Gwanak Ro, Seoul 08826, South Korea
Seoul Natl Univ, Res Inst Agr & Life Sci, 1 Gwanak Ro, Seoul 08826, South KoreaSeoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, 1 Gwanak Ro, Seoul 08826, South Korea
Kim, Ghiseok
Hong, Suk-Ju
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Seoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, 1 Gwanak Ro, Seoul 08826, South KoreaSeoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, 1 Gwanak Ro, Seoul 08826, South Korea
Hong, Suk-Ju
Lee, Ah-Yeong
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Seoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, 1 Gwanak Ro, Seoul 08826, South KoreaSeoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, 1 Gwanak Ro, Seoul 08826, South Korea
Lee, Ah-Yeong
Lee, Ye-Eun
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Seoul Natl Univ, Dept Forest Sci, 1 Gwanak Ro, Seoul 08826, South KoreaSeoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, 1 Gwanak Ro, Seoul 08826, South Korea
Lee, Ye-Eun
Im, Sangjun
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Seoul Natl Univ, Res Inst Agr & Life Sci, 1 Gwanak Ro, Seoul 08826, South Korea
Seoul Natl Univ, Dept Forest Sci, 1 Gwanak Ro, Seoul 08826, South KoreaSeoul Natl Univ, Dept Biosyst & Biomat Sci & Engn, 1 Gwanak Ro, Seoul 08826, South Korea