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Updated Model for Fast Dry Rubber Content Determination in Natural Rubber Latex Using Shortwave Near Infrared Spectroscopy

Updated Model for Fast Dry Rubber Content Determination in Natural Rubber Latex Using Shortwave Near Infrared Spectroscopy

Short CommunicationsMar 30, 2018Vol. 14 No. 1 (2014)

Abstract

The analysis of dry rubber content (DRC) of Para rubber latex including field latex and concentrated latex, using near-infrared spectroscopy was carried out by a ultra violet/visible/near-infrared (UV/VIS/NIR) Spectrometer in transmittance mode over the wavelength range of 350–1100 nm. The original model provided the best accuracy of prediction was developed using the partial least square regression (PLSR) from the spectra which were pretreated by the smoothing and range normalization in the wavelength range of 700-950 nm. The slope, offset, correlation coefficient (r), standard error of prediction (SEP) and bias were 1.0154, -0.6286, 0.9960, 1.190% and0.0322%, respectively. The updated model was done by adding the 180 samples merged into the 280 original samples. The slope, offset, correlation coefficient (r), standard error of prediction (SEP) and bias were 1.0126, -0.3729, 0.9931, 1.2654% and 0.1103%, respectively. Therefore, it is needed to make more robust updated model by NIRS technique for determining the DRC of Para rubber latex, for both field latex and concentrated latex.

Keywords: Natural Rubber Latex, Dry Rubber Content, Shortwave, Near Infrared Spectroscopy

*Corresponding author: Email: kspanman@kmitl.ac.th

How to Cite

Hock, L. C. ., & Sirisomboon*, P. . (2018). Updated Model for Fast Dry Rubber Content Determination in Natural Rubber Latex Using Shortwave Near Infrared Spectroscopy. CURRENT APPLIED SCIENCE AND TECHNOLOGY, 34-36.

References

  • [1] Blackley, D.C. Polymer Latices, Vol. 1, 2nd Edition, Chapman & Hall, London, 1997.
  • [2] ISO 126:2005 Natural rubber latex concentrate – Determination of dry rubber content.
  • [3] ISO 506:1992 Rubber latex, natural concentrate – Determination of volatile fatty acid number.
  • [4] Takeno, S., Bamba, T., Nakazawa, Y., Fukusaki, E., Okazawa, A. and Kobayashi, A. A High-Throughput and Solvent-free Method for Measurement of Natural Polyisoprene Content in Leaves by Fourier Transform Near Infrared Spectroscopy Journal of Bioscience and Bioengineering, 106(6), 537-540 (2008).
  • [5] Marinho, J.R.D. and Monteiro, E.E.C. Analysis of natural cis-and trans-polyisoprene mixtures by nearinfraredspectrophotometry. Polyme Testing, 19 (6), 667-672 (2000).

Author Information

Lim Chin Hock

Curriculum of Agricultural Engineering, Department of Mechanical Engineering, Faculty of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand

Panmanas Sirisomboon*

Curriculum of Agricultural Engineering, Department of Mechanical Engineering, Faculty of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailand

About this Article

Journal

Vol. 14 No. 1 (2014)

Type of Manuscript

Short Communications

Keywords

Natural Rubber Latex, Dry Rubber Content, Shortwave, Near Infrared Spectroscopy

Published

30 March 2018