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:
College of Mechanical and Electrical Engineering, Xinjiang Agricultural University, UrumqiCollege of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Guo J.
Zhang Z.
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机构:
College of Mechanical and Electrical Engineering, Xinjiang Agricultural University, UrumqiCollege of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Zhang Z.
Han J.
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h-index: 0
机构:
College of Mechanical and Electrical Engineering, Xinjiang Agricultural University, UrumqiCollege of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Han J.
Zhou J.
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机构:
College of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Xinjiang Key Laboratory of Intelligent Agricultural Equipment, UrumqiCollege of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Zhou J.
Shi Y.
论文数: 0引用数: 0
h-index: 0
机构:
College of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Xinjiang Key Laboratory of Intelligent Agricultural Equipment, UrumqiCollege of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Shi Y.
Jiang Y.
论文数: 0引用数: 0
h-index: 0
机构:
College of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Xinjiang Key Laboratory of Intelligent Agricultural Equipment, UrumqiCollege of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Jiang Y.
Yang X.
论文数: 0引用数: 0
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机构:
China Railway Construction Heavy Industry Xinjiang Co., Ltd., UrumqiCollege of Mechanical and Electrical Engineering, Xinjiang Agricultural University, Urumqi
Yang X.
Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering,
2023,
39
(21):
: 152
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160
机构:
Univ Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, BrazilUniv Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, Brazil
Martins, Mariana Lopes
Morya, Edgard
论文数: 0引用数: 0
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机构:
Edmond & Lily Safra Int Inst Neurosci, Grad Program Neuroengn, BR-59280000 Macaiba, BrazilUniv Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, Brazil
Morya, Edgard
de Lima, Liliane Kaline Araujo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, BrazilUniv Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, Brazil
de Lima, Liliane Kaline Araujo
de Vasconcelos, Isabelle Costa
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio Grande do Norte, Onofre Lopes Univ Hosp, Dept Speech Language Pathol & Audiol, Grad Program Speech Language & Hearing Sci,Lab Tec, BR-59012300 Natal, BrazilUniv Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, Brazil
de Vasconcelos, Isabelle Costa
Balen, Sheila Andreoli
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h-index: 0
机构:
Univ Fed Rio Grande do Norte, Onofre Lopes Univ Hosp, Dept Speech Language Pathol & Audiol, Grad Program Speech Language & Hearing Sci,Lab Tec, BR-59012300 Natal, BrazilUniv Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, Brazil
Balen, Sheila Andreoli
Machado, Daniel Gomes da Silva
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h-index: 0
机构:
Univ Fed Rio Grande do Norte, Dept Phys Educ, BR-59072970 Natal, RN, BrazilUniv Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, Brazil
Machado, Daniel Gomes da Silva
da Rosa, Marine Raquel Diniz
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, BrazilUniv Fed Paraiba, Dept Speech Language Pathol, BR-58051900 Joao Pessoa, PB, Brazil