location: Current position: Prof. Tao Liu >> Scientific Research >> Paper Publications

Online Monitoring of Glutamic Solution Concentration Based on PLS Regression

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Indexed by:会议论文

Date of Publication:2015-05-23

Included Journals:EI、CPCI-S、Scopus

Page Number:754-759

Key Words:Glutamic Solution Concentration; Crystallization Process; Partial Least Squares

Abstract:Online monitoring of glutamic solution concentration is very important to control the crystallization process. Using infrared spectrometer ReactIR 15, we can obtain the real-time spectral data. Based on the partial least squares regression method, We can establish the regression model between glutamic solution concentration and the real-time spectral data. Repeated calibration experiments based on this model show that the average error is 0.53, and the average relative error is 1.88%. The model has good prediction ability, and it realized online monitoring of glutamic solution concentration in crystallization process. This paper proposed a good reference frame for the online analysis of solution concentration in crystallization process.

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