509
Views
24
CrossRef citations to date
0
Altmetric
Original Articles

Application of FTIR spectroscopy with solvent-cast film and PLS regression for the quantification of SBS content in modified asphalt

, , &
Pages 1336-1341 | Received 01 May 2017, Accepted 23 Nov 2017, Published online: 21 Dec 2017

References

  • Abdi, H. , 2010. Partial least squares regression and projection on latent structure regression (PLS regression). Wiley Interdisciplinary Reviews Computational Statistics , 2, 97–106.
  • Ballabio, D. , 2015. A MATLAB toolbox for principal component analysis and unsupervised exploration of data structure. Chemometrics & Intelligent Laboratory Systems , 149, 1–9.10.1016/j.chemolab.2015.10.003
  • Colom, X. , Carrillo, F. , and Cañavate, J. , 2007. Composites reinforced with reused tyres: surface oxidant treatment to improve the interfacial compatibility. Composites Part A: Applied Science and Manufacturing , 38 (1), 44–50.10.1016/j.compositesa.2006.01.022
  • Haas, J. and Mizaikoff, B. , 2016. Advances in mid-infrared spectroscopy for chemical analysis. Annual Review of Analytical Chemistry , 9 (1), 45–68.10.1146/annurev-anchem-071015-041507
  • Hirri, A. , et al. , 2015. Prediction of polyphenol fraction in virgin olive oil using mid-infrared attenuated total reflectance ATR-MIR coupled with partial least squares regression. International Journal of Food Properties , 19 (7), 1504–1512.
  • Kim, S. , et al. , 2001. Advanced characterization of crumb rubber-modified asphalts, using protocols developed for complex binders. Transportation Research Record Journal of the Transportation Research Board , 1767 (1), 15–24.10.3141/1767-03
  • Loucks, D.A. and Seguin, F.P. (1991). Analysis of asphalt. U.S. Patent 4,990,456.
  • Masson, J. , Pelletier, L. , and Collins, P. , 2015. Rapid FTIR method for quantification of styrene-butadiene type copolymers in bitumen. Journal of Applied Polymer Science , 79 (6), 1034–1041.
  • Mehmood, T., Liland, K. H., Snipen, L., & SӕbØ, S. (2012). A review of variable selection methods in partial least squares regression. Chemometrics and Intelligent Laboratory Systems, 118, 62–69.
  • Naskar, A.K. , De, S.K. , and Bhowmick, A.K. , 2000. Characterization of ground rubber tire and its effect on natural rubber compound. Rubber Chemistry & Technology , 73 (5), 902–911.10.5254/1.3547628
  • Nivitha, M.R. , Prasad, E. , and Krishnan, J.M. , 2016. Ageing in modified bitumen using FTIR spectroscopy. International Journal of Pavement Engineering , 17 (7), 1–13.
  • Ohkita, H. and Ito, S. , 2011. Transient absorption spectroscopy of polymer-based thin-film solar cells. Polymer , 52 (20), 4397–4417.10.1016/j.polymer.2011.06.061
  • Palo, M. , et al. , 2016. Quantification of caffeine and loperamide in printed formulations by infrared spectroscopy. Journal of Drug Delivery Science & Technology , 34, 60–70.10.1016/j.jddst.2016.02.007
  • Phadke, A.A. and De, S.K. , 1986. Effect of cryo-ground rubber on melt flow and mechanical properties of polypropylene. Polymer Engineering & Science , 26 (15), 1079–1087.10.1002/(ISSN)1548-2634
  • Rodriguez-Saona, L.E. and Allendorf, M.E. , 2011. Use of FTIR for rapid authentication and detection of adulteration of food. Annual Review of Food Science & Technology , 2 (1), 467–483.10.1146/annurev-food-022510-133750
  • Rohman, A. , Wibowo, D. , and Sudjadi , 2015. Use of Fourier transform infrared spectroscopy in combination with partial least square for authentication of black seed oil. International Journal of Food Properties , 18 (4), 775–784.10.1080/10942912.2014.908207
  • Sæbø, S. , et al. , 2008. Lpls-regression: a method for prediction and classification under the influence of background information on predictor variables. Chemometrics & Intelligent Laboratory Systems , 91 (2), 121–132.
  • Sahar, A. and Dufour, É. , 2014. Use of Fourier transform-infrared spectroscopy to predict spoilage bacteria on aerobically stored chicken breast fillets. LWT - Food Science and Technology , 56 (2), 315–320.10.1016/j.lwt.2013.12.009
  • Spectrochimica, P.A. , 2015. Spectrochimica acta Part A: molecular and biomolecular spectroscopy. Spectrochim Acta Part A , 153 (11), 269–274.
  • Sun, D.Q. and Li, L.H. , 2010. Factors affecting the viscosity of crumb rubber-modified asphalt. Petroleum Science & Technology , 28 (15), 1555–1566.10.1080/10916466.2010.497007
  • Sun, D.Q. and Zhang, L.W. , 2013a. A quantitative determination of polymer content in SBS modified asphalt. Part I: state of the art. Petroleum Science & Technology , 31 (24), 2636–2642.10.1080/10916466.2011.580302
  • Sun, D.Q. and Zhang, L.W. , 2013b. Quantitative determination of SBS content in SBS modified asphalt. Journal of Building Materials , 16 (1), 180–184.
  • Vasconcelos, K.L. , Bhasin, A. , and Little, D.N. , 2011. History dependence of water diffusion in asphalt binders. International Journal of Pavement Engineering , 12 (5), 497–506.10.1080/10298436.2010.535536
  • Wang, K. , Barding, G.A. , and Larive, C.K. , 2015. Peak alignment of one-dimensional NMR spectra by means of an intensity fluctuation frequency difference (IFFD) segment-wise algorithm. Analytical Methods , 7, 9673–9682.10.1039/C5AY01079A
  • Wang, T. , et al. , 2016. Application of infrared portable sensor technology for predicting perceived astringency of acidic whey protein beverages. Journal of Dairy Science , 99 (12), 9461–9470.10.3168/jds.2016-11411
  • Weaver, E.M. , Hummon, A.B. , and Keithley, R.B. , 2015. Chemometric analysis of maldi mass spectrometric images of three-dimensional cell culture systems. Analytical Methods Advancing Methods & Applications , 7 (17), 7208.
  • Xiong, P. and Hao, P. , 2006. Measures and mechanism analysis of improving the storage stability of styrene-butadiene-styrene polymer modified asphalt. Journal of Tongji University , 34 (5), 613–618.
  • Ye, Z.C. , et al. , 2015. Quantifying SBS content in modified asphalt using Fourier transform infrared spectroscopy. Advanced Materials Research , 1065–1069, 691–695.
  • You, S. , et al. , 2016. Raman spectroscopic analysis reveals abnormal fatty acid composition in tumor micro- and macroenvironments in human breast and rat mammary cancer. Scientific Reports , 6, 46.10.1038/srep32922
  • Yut, I. and Zofka, A. , 2011. Attenuated total reflection (ATR) Fourier transform infrared (FT-IR) spectroscopy of oxidized polymer-modified bitumens. Applied Spectroscopy , 65 (7), 765.10.1366/10-06217
  • Yut, I. and Zofka, A. , 2014. Correlation between rheology and chemical composition of aged polymer-modified asphalts. Construction & Building Materials , 62 (62), 109–117.10.1016/j.conbuildmat.2014.03.043
  • Zelelew, H.M. and Papagiannakis, A.T. , 2011. A volumetrics thresholding algorithm for processing asphalt concrete X-ray CT images. International Journal of Pavement Engineering , 12 (6), 543–551.10.1080/10298436.2011.561345
  • Zhang, H. , Yu, J. , and Wu, S. , 2012. Effect of montmorillonite organic modification on ultraviolet aging properties of SBS modified bitumen. Construction & Building Materials , 27 (1), 553–559.10.1016/j.conbuildmat.2011.07.008
  • Zhang, Q. , et al. , 2014. Evaluation of the properties of bitumen modified by SBS copolymers with different styrene–butadiene structure. Journal of Applied Polymer Science , 131 (12), 469–474.
  • Zhao, Y. , et al. , 2010. Analysis of aging mechanism of SBS polymer modified asphalt based on Fourier transform infrared spectrum. Journal of Wuhan University of Technology-Materials Science Edition , 25 (6), 1047–1052.10.1007/s11595-010-0147-3
  • Zhi-Rong, X.U. , et al. , 2015. Application of infrared spectroscopy to detect the dosage of SBS in modified asphalt. Changan Daxue Xuebao , 35 (2), 7–12.
  • Zhong, K. , Cao, D.W. , and Luo, S. , 2010. Determination the modifier content in SBS modified asphalt based on infrared spectroscopy technique. Applied Mechanics & Materials , 34–35, 1129–1134.10.4028/www.scientific.net/AMM.34-35
  • Zofka, A. , et al. , 2015. Application of FTIR ATR method to examine the polymer content in the modified bitumen and to assess susceptibility of bitumen to ageing. Drogi I Mosty , 14 (3), 163–174.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.