Analisis Rendemen Individu Menggunakan Near Infrared Spectroscopy (Nirs) Untuk Mendukung Peningkatan Produksi Gula
DOI:
https://doi.org/10.25181/prosemnas.v0i0.525Abstrak
The Indonesian government planned to achieve the sugar self-sufficiency programs in 2014. The program can’t be achieved and Indonesia is now still a sugar importer. The effort to increase sugar productivity is by increasing the average of sugar yield. The low sugar yield is partly due to the poor of cane quality. Fair and accurate measurement of sugar content will encourage the farmers to deliver higher cane quality, and then will impact in increasing sugar yield. The use of Near Infrared Spectroscopy (NIRS) in cane quality analysis will shorten analysis time, and also NIRS can be operated automatically without sample treatment. The research was conducted at the sugar factory in East Java. The used material and instrument are the first expressed juice (FEJ) and FOSS NIR RLA equipped with VISION software, respectively. The brix and pol content of the FEJ samples were analysed by using conventional and NIRS method. The brix and pol from conventional method input into the software, and then processed by statistical treatment using partial least squares. The result from 974 FEJ samples shows that the coefficient of determination (R2 ) of brix and pol were 0.9454 and 0.9569 respectively, with the SEC, SEP and SECV ≤ 2SEL. The model was then applied for 80 FEJ samples, the average value of brix and pol content using NIRSn method (17.77 % and 14.07 %) were not significantly different from the conventional method (17.70 % and 14.08 %). When the data was applied to calculate individual sugar yield, the average value of NIRS method (8.56%) was not significantly different from the conventional method (8.59%).Keyword : NIRS, brix, pol, cane yield, individual cane yield analysisUnduhan
Referensi
Blanco, M and I. Villaroya. 2002. NIR spectroscopy: a rapid-response analytical tool. Trends in Analytical
Chemistry Vol 21 No 4 : 240 – 250.
Brotherton, G.A., dan Berding, N. 1998. At-line analysis of milled prepared cane using near infra-red
spectroscopy. Proc. Aust Soc Sugar Cane Technol, 20, 34
Clarke, M.A., Edye, L.A., Patout, S. 1995. Sugarcane Crop Analysis by NIR. Sugar Y Azucar, 90, 11 : 33-
Edye, LA and Clarke, MA. 1996. Sugar Cane Quality Analyses By Near Infrared spectroscopy. Proceeding
of South Africa Sugar Technologist Association. : 127-130
Fiedler,F.M., Edye,L.A., dan Watson, L.J. 2001. The Application of Discriminant Analysis to On-Line Near
Infrared Spectroscopy of Prepared Sugar Cane. Proceeding Australia Society of Sugar Cane
Technologists. Vol 23 : 317-321
Johnson, T.P. 2000. Cane Juice Anaylisis by Near Infrared (NIR) to Determine Grower Payment. SPRI
Annual Meeting : 9-12Risvan Kuswurjanto dan Triantarti: Analisis Rendemen Individu Menggunakan Near Infrared Spectroscopy (Nirs)...
Prosiding Seminar Nasional Swasembada Pangan Polinela 29 April 2015
Madsen, L.R., White, B.E., dan Rein, P.W. 2003. Evaluation of A Near Infrared Spectrometer For The
Direct Analysis of Sugar Cane. Journal of American Society of Sugar Cane Technologists, Vol 23 : 80
-92.
Nawi, N.M., Jensen, T., dan Chen, G. 2012. The Application of Spectroscopic Methods to Predict
Sugarcane Quality Based in Stalk Cross-Sectional Scanning. Journal American Society of Sugar
Cane Technologists, Vol. 32 : 16 – 27
O’Shea, M.G., S.P.Staunton, D. Donald and J. Simpson. 2011. Developing Laboratory Near Infra-Red
(NIR) Instruments for The Analysis of Sugar Factory Products. Proceeding Australia Sugar Cane
Technologists Vol 33 :1 – 8
Pasquini, C. 2003. Near Infrared Spectroscopy: Fundamentals, Practical Aspects and Analytical
Applications. Journal of Brazilian Chemical Society Vol 14 No 2 :198 – 219.
Schaffler, K.J. and Meyer, J.H. 1996. Near Infrared Analysis of Shredded Cane : A Potential Replacement
for The Direct Analysis of Cane. Proc. S Afr Sug Technol Ass, 70 : 131 – 139
Schaffler, K.J and De Gaye, MTD. 1997. Rapid Near Infra Red Estimation of Multicomponents in Mixed
Juice and Final Molasses : The Possibility of Day to Day Control of Raw Sugar Factories Using NIR.
Proc South Africa Sugar Technologsits Association, 71 : 153 – 160
Schaffler, K.J., Loubser,R.C. and Bamber, T. 2003. On-Line Analysis of Quality Parameters in
Consigments of Shredded Cane By Near Infrared Spectroscopy (NIR). Proc. S Afr Sug Technol Ass,
: 51-62
Simpson, R and Y. Naidoo. 2010. Progress in Improving Laboratory Efficiencies Using Near Infrared
Spectroscopy (NIRS). Proceeding International Society of Sugar Cane Technologists Vol 27 : 1 – 9.
Valderrama, P., J.W.B. Braga and R.J. Poppi. 2007. Validation of Multivariate Calibration Models in the
Determination of Sugar Cane Quality Parameters by Near Infrared Spectroscopy. Journal of Brazilian
Chemistry Society, Vol 18, No 2 : 259 – 266.
Westmoreland, A.H., G.M. Peatey and R.C. Payne. 2005. Implementation of NIR Based Cane Analysis
System at Maryborough Sugar Factory Limited. Proceeding Australia Society of Sugarcane
Technologists Association, Vol 27 : 378-386