Surface chemical characterization of ceramic matrix composites (CMCs) with carbon ﬁber, silicon carbide (SiC) matrix, and various particulates (hafnium diboride and silicon nitride) using reﬂectance data obtained from a handheld fourier transform infrared spectroscopy device is presented. The models of the assumed physics (including measurement error processes) are discussed and then used to analyze data obtained from the CMCs. The validity of the assumptions that are implicitly made in the data analysis is evaluated. Estimated probability distribution functions of resonant wavenumbers (cm−1) obtained from the data are discussed with regard to identifying SiC and the presence of hafnium diboride. The results presented here and associ-ated techniques will be used to identify surface chemical changes in the materials after they have been exposed to high temperature environments.
Banks, H.T., J. Catenacci, and A. Criner, “Quantifying the Degradation in Thermally Treated Ceramic Matrix Composites,” International Journal of Applied Electromagnetics and Mechanics, Vol. 52, Nos. 1–2, 2016, pp. 3–24.
Banks, H.T., J. Catenacci, and S. Hu, “Asymptotic Properties of Probability Measure Estimators in a Nonparametric Model,” SIAM/ASA Journal on Uncertainty Quantification, Vol. 3, No. 1, 2015, pp. 417–433.
Banks, H.T., M. Davidian, J.R. Samuels, and K.L. Sutton, “An Inverse Problem Statistical Methodology Summary,” Mathematical and Statistical Estimation Approaches in Epidemiology, Springer, Dordrecht, Netherlands, 2009, pp. 249–302.
Banks, H.T., S. Hu, and W.C. Thompson, Modeling and Inverse Problems in the Presence of Uncertainty, CRC Press, Boca Raton, FL, 2014.
Catenacci, J.W., “Quantifying Degradation in Ceramic Matrix Composites Through Electromagnetic Interrogation and the Related Estimation Techniques,” Ph.D. thesis, North Carolina State University, 2016.
Chalmers, J.M., “Mid-infrared Spectroscopy: Anomalies, Artifacts And Common Errors,” Handbook of Vibrational Spectroscopy, Vol. 3, 2002, pp. 2327–2347, John Wiley and Sons, Ltd., Hoboken, New Jersey.
Chibuye, T., C.G. Ribbing, and E. Wäckelgård, “Reststrahlen Band Studies of Polycrystalline Beryllium Oxide,” Applied Optics, Vol. 33, No. 25, 1994, pp. 5975–5981.
Criner, A., A. Cherry, A. Cooney, and T. Katter, “Characterization of Degradation Using Reﬂectance Spectroscopy,” AIP Conference Proceedings, Vol. 1581, No. 1, 2014, pp. 1594–1602.
Criner, A., A. Cherry, A. Cooney, T. Katter, H. Banks, S. Hu, and J. Cate-nacci, “Identiﬁcation of Thermal Degradation using Probabilistic Models in Reﬂectance Spectroscopy,”AIP Conference Proceedings, Vol. 1650, No. 1, 2015, pp. 1898–1906.
Davidian, M., and D. Giltinan, Nonlinear Models for Repeated Measurement Data, Chapman & Hall, London, England, 1995.
Degroot, M.H., and M.J. Schervish, Probability and Statistics, Addison Wesley, Boston, Massachusetts, 2002.
Durand, A., O. Devos, C. Ruckebusch, and J. Huvenne, “Genetic Algorithm Optimisation Combined with Partial Least Squares Regression and Mutual Information Variable Selection Procedures in Near-infrared Quantitative Analysis of Cotton-viscose Textiles,” Analytica Chimica Acta,, Vol. 595, No. 1, 2007, pp. 72–79.
Eﬁmov, A., “Vibrational Spectra, Related Properties, and Structure of Inor-ganic Glass,” Journal of Non-crystalline Solids, Vol. 253, 1999, pp. 1–24.
Eﬁmov, A., “Quantitative IR Spectroscopy: Applications to Studying Glass Structure and Properties,” Journal of Non-crystalline Solids, Vol. 203, 1996, pp. 1–11.
Eibl, S., “Comparison of Surface and Bulk Analytical Techniques for the Distinct Quantiﬁcation of a Moderate Thermal Pre-load on a Carbon Fibre Reinforced Plastic Material,” Polymer Degradation and Stability, Vol. 135, 2017, pp. 31–42.
Engelbrecht, J., E. Janzén, A. Henry, and I. Van Rooyen, “Impact of Dielec-tric Parameters on the Reﬂectivity of 3C-Sic Wafers with a Rough Surface Morphology in the Reststrahlen Region,” Physica B: Condensed Matter, Vol. 439, 2014, pp. 115–118.
Engelbrecht, J., I. Van Rooyen, A. Henry, E. Janzén, and B. Sephton,
“Notes on the Plasma Resonance Peak Employed to Determine Doping in SiC,” Infrared Physics & Technology, Vol. 72, 2015, pp. 95–100.
Engelbrecht, J., I. Van Rooyen, A. Henry, E. Janzén, and E.Olivier, “The Origin of a Peak in the Reststrahlen Region of SiC,” Physica B: Condensed Matter, Vol. 407, No. 10, 2012, pp. 1525–1528.
Engelbrecht, J., and I. Van Rooyen, “The Inﬂuence of Various Dielectric Parameters on the Reststrahlen Region of SiC,” Physica B: Condensed Matter, Vol. 406, No. 3, 2011, pp. 593–596.
Frank, I.E., “A Nonlinear PLS Model,” Chemometrics and Intelligent Laboratory Systems, Vol. 8, No. 2, 1990, pp. 109–119.
Gouadec, G,. and P. Colomban, “Raman Spectroscopy of Nanomaterials: How Spectra Relate to Disorder, Particle Size, and Mechanical Properties,” Progress in Crystal Growth and Characterization of Materials, Vol. 53, No. 1, 2007, pp. 1–56.
Griffths, D., Introduction to Electrodynamics, third edition, Prentice-Hall, Inc., Upper Saddle River, New Jersey, 1999.
Kortüm, G., Reflectance Spectroscopy: Principles, Methods, Applications, Springer-Verlag, Heidelberg, Germany, 1969.
Lattemann, M., E. Nold, S. Ulrich, H. Leiste, and H. Holleck, “Investigation and Characterisation of Silicon Nitride and Silicon Carbide Thin Flms,” Surface and Coatings Technology, 2003, pp. 174–175.
Levy, D., “Ceramic Matrix Composites Take ﬂight in LEAP Jet Engine,” <https://phys.org/ news/2017-01-ceramic-matrix-composites-flight-
jet.html>, 4 January 2017.
Liu, F., Y. He,and L. Wang, “Determination of Effective Wavelengths for Discrimination of Fruit Vinegars using Near Infrared Spectroscopy and Multivariate Analysis,” Analytica Chimica Acta, Vol. 615, No. 1, 2008,
MacDonald, S.A., C.R. Schardt, D.J. Masiello, and J.H. Simmons, “Disper-sion Analysis of FTIR Reﬂection Measurements in Silicate Glasses,” Journal of Non-crystalline Solids, Vol. 275, No. 1, 2000, pp. 72–82.
Ohnabe, H., S. Masaki, M. Onozuka, K. Miyahara, and T. Sasa, “Potential Application of Ceramic Matrix Composites to Aero-engine Components,” Composites Part A: Applied Science and Manufacturing, Vol. 30, No. 4, 1999, pp. 489–496.
Pitman, K., A. Hofmeister, A. Corman, and A. Speck, “Optical Properties of Silicon Carbide for Astrophysical Applications I: New Laboratory Infrared Reﬂectance Spectra and Optical Constants,” Astronomy & Astrophysics, Vol. 483, No. 2, 2008, pp. 661–672.
Rein, A., and J. Seelenbinder, “Composite Thermal Damage – Correlation of Short Beam Shear Data with FTIR Spectroscopy: Portable, Nondestruc-tive Analysis,” application note, Agilent Technologies, 2015.
Rosipal, R., and N. Krämer, “Overview and Recent Advances in Partial Least Squares,” Subspace, Latent Structure, and Feature Selection, Springer, New York, NY, 2006, pp. 34–51.
Seelenbinder, J., “Handheld FTIR Spectroscopy Applications using the Agilent Exoscan 4100 FTIR with Diffuse Sample Interface,” application note, Agilent Technologies, 2011.
Solé, J., L. Bausa, and D. Jaque, An Introduction to the Optical Spectroscopy of Inorganic Solids, John Wiley & Sons, Hoboken, NJ, 2005.
Spitzer, W., D. Kleinman, and D. Walsh, “Infrared Properties of Hexagonal Silicon Carbide,” Physical Review, Vol. 113, No. 1, 1959, p. 127.
Tressler, R.E., “Recent Developments in ﬁbers and Interphases for High Temperature Ceramic Matrix Composites,” Composites Part A: Applied Science and Manufacturing, Vol. 30, No. 4, 1999, pp. 429–437.
Wang, Z., C. Laird, Z. Hashin, B. Rosen, and C.-F. Yen, “Mechanical Behaviour of a Cross-weave Ceramic Matrix Composite,” Journal of Materials Science, Vol. 26, No. 17, 1991, pp. 4751–4758.
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