Study on application of near infrared (nir) spectroscopy for sugar cane juice analysis to replace conventional analysis methods

Author:

Kuswurjanto R,Triantarti

Abstract

Abstract Near infrared (NIR) spectroscopy appears as a promises method for faster analysis method in replacement of conventional analysis method. In this work, NIR was used as a replacement for conventional analysis method in sugarcane juice analysis. The cane juice samples for this study were taken from the hydraulic press juice in the core sampler system at Glenmore Sugar Factory. NIR spectroscopy equipment used was FOSS DS 2500. The partial least square regression (PLS) was used to develop calibration model. The NIR results were evaluated from correlation coefficient (r2), low standard error of calibration (SEC) and high ratio of prediction to deviation (RPD). The experimental results show that for %brix analysis: r2 = 0.988, SEP = 0.333, RPD = 5.441and for %pol analysis: r2 = 0.986, SEP = 0.283, and RPD = 6.125. The results have shown a good potential of NIR Spectroscopy for cane juice quality analysis as replacement of conventional analysis methods.

Publisher

IOP Publishing

Subject

General Engineering

Reference19 articles.

1. Application of near infrared reflectance (NIR) spectroscopy to the analysis of sugarcane in clonal evaluation trial;Berding,1989

2. At line analysis of mill prepared cane using near infra-red spectroscopy;Brotherton;Proc. of the Australian Society of Sugar Cane Technologists,1989

3. A portable near infrared spectrometer as non-destructive tool for rapid screening of solid density stalk in a sugarcane breeding program;Sanseechan;Sensing and Bio Sensing Research,2018

4. Prediction of the fibre content of sugarcane stalk by direct scanning using visible-shortwave near infrared spectroscopy;Phuphaphud;Vibrational Spectroscopy,2019

5. On line cane analysis by near infra-red spectroscopy;Staunton;Proc. of the Australian Society of Sugar Cane Technologists,1999

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