Real-time monitoring of alcalase hydrolysis of egg white protein using near infrared spectroscopy technique combined with efficient modeling algorithm

被引:4
作者
Hu, Weiwei [1 ]
He, Ronghai [1 ]
Hou, Furong [1 ]
Ouyang, Qin [1 ]
Chen, Quansheng [1 ]
机构
[1] Jiangsu Univ, Sch Food & Biol Engn, 301 Xuefu Rd, Zhenjiang 212013, Peoples R China
基金
中国国家自然科学基金;
关键词
Enzymatic hydrolysis; Egg white protein; Near infrared spectroscopy; Modeling; Variables selection; MULTIVARIATE CALIBRATION; PH-STAT; FOOD; VARIABLES; SYSTEM; ELIMINATION;
D O I
10.1080/10942912.2016.1212876
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
The degree of hydrolysis is one of the most important indexes for process control and quality assessment in proteins enzymatic hydrolysis. This article proposed a simple and rapid near infrared spectroscopy method for real-time quantifying the degree of hydrolysis in alcalase hydrolysis process. Efficient variables selection algorithms were systemically studied in multivariate calibrations; the partial least squares coupled with uninformative variables elimination and ant colony optimization were proposed for modeling with results yielding Rp = 0.9525. Additionally, 10 independent samples with the relative error less than 10% further confirmed the stability and reliability of this method. This work demonstrated that the near infrared spectroscopy technique with a selected multivariate calibration has a high potential for in situ monitoring of alcalase hydrolysis process in protein industry.
引用
收藏
页码:1488 / 1499
页数:12
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