Abstract
The need for rapid, fast and nondestructive determination of the epoxy equivalent weight (EEW) of the resins was the underlying motivation to develop and propose an accurate and efficient method by means of micro-Raman spectroscopy. Three bands of interest that were assigned to the epoxide vibrations (around 640, 918 and 1250 cm−1), were marked. Their intensities were determined and used in the development of the one-band fitting model that was separately tested for several liquid and solid bisphenol A- and/or bisphenol F-based epoxy resins whose EEW span in a rather wide range from 150 to 900 g/Eq. In addition, the same Raman spectra were used to build a partial least-squares (PLS) regression model for the determination of EEW that overcome the problems related to the different aggregate states of the epoxy resin. The elimination of the occurring baseline shift, for both models, was surpassed by the normalization of the 1600–1610 cm−1 band that is not correlated to EEW and originates from the resin backbone chain vibrations. The EEW of each resin was also accurately determined by a standard titration method and the obtained results were used as reference values. This work represents the first attempt to highlight the micro-Raman spectroscopy as a promising analytical technique for quantitative estimation of the EEW of bisphenol-based epoxy resins. The proposed method could be possibly extended for the other epoxide materials, and further consistent with the process analytical technique (PAT) requirements.
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References
Hodd K (1989) 37—Epoxy Resins in Comprehensive Polymer Science and Supplements, 1st edn. Pergamon, Oxford, UK
Thomas R, Sinturel C, Thomas S, Sadek El Akiaby EM (2014) Introduction. In: Micro- and Nanostructured Epoxy/Rubber Blends. John Wiley & Sons, Ltd, pp 1–30
Lee H, Neville K (1967) Handbook of epoxy resins. McGraw-Hill, New York
May CA (1973) Epoxy resins, chemistry and technology. Dekker, New York
Mittal V (2011) In-situ Synthesis and Properties of Epoxy Nanocomposites. In: In-Situ Synthesis of Polymer Nanocomposites. John Wiley & Sons, Ltd, pp 221–244
Brydson JA (1975) Plastics materials, 3rd edn. Newnes-Butterworths, London
May CA (1988) Epoxy resins: chemistry and technology. Marcel Dekker, New York
Ellis B (1993) Chemistry and technology of epoxy resins. Blackie Academic & Professional, London; New York
Epoxy equivalent weight - Epoxid-Äquivalentgewicht. https://second.wiki/wiki/epoxid-c384quivalentgewicht. Accessed 11 Jan 2023
Garea S-A, Corbu A-C, Deleanu C, Iovu H (2006) Determination of the epoxide equivalent weight (EEW) of epoxy resins with different chemical structure and functionality using GPC and 1H-NMR. Polym Test 25:107–113. https://doi.org/10.1016/j.polymertesting.2005.09.003
Garcia FG, Soares BG (2003) Determination of the epoxide equivalent weight of epoxy resins based on diglycidyl ether of bisphenol A (DGEBA) by proton nuclear magnetic resonance. Polym Test 22:51–56. https://doi.org/10.1016/S0142-9418(02)00048-X
Dorsey JG, Dorsey GF, Rutenberg AC, Green LA (1977) Determination of the epoxide equivalent weight of glycidyl ethers by proton magnetic resonance spectrometry. Anal Chem 8:1144–1145. https://doi.org/10.1021/ac50016a020
**e W-Q, Chai X-S (2017) Determination of epoxy groups in epoxy resins by reaction-based headspace gas chromatography. Polym Test 59:113–117. https://doi.org/10.1016/j.polymertesting.2017.01.020
Dobinson B, Hofmann W, Stark BP (1969) The determination of epoxide groups. In: The Determination of Epoxide Groups. Pergamon, Amsterdam, p iii
Peck MCP, Carter RO III, Qaderi SBA (1987) Near infrared measurements of terminal epoxides in polymer resin systems. I. Analytical considerations J Appl Polym Sci 33:77–86. https://doi.org/10.1002/app.1987.070330107
Pramanik M, Mendon SK, Rawlins JW (2012) Determination of epoxy equivalent weight of glycidyl ether based epoxides via near infrared spectroscopy. Polym Test 31:716–721. https://doi.org/10.1016/j.polymertesting.2012.04.004
Makraduli L, Makreski P, Goracinova K et al (2020) A comparative approach to screen the capability of raman and infrared (mid- and near-) spectroscopy for quantification of low-active pharmaceutical ingredient content solid dosage forms: The case of alprazolam. Appl Spectrosc 74:661–673. https://doi.org/10.1177/0003702820905367
Riolo D, Piazza A, Cottini C et al (2018) Raman spectroscopy as a PAT for pharmaceutical blending: Advantages and disadvantages. J Pharm Biomed Anal 149:329–334. https://doi.org/10.1016/j.jpba.2017.11.030
Vano-Herrera K, Misiun A, Vogt C (2015) Preparation and characterization of poly(lactic acid)/poly(methyl methacrylate) blend tablets for application in quantitative analysis by micro Raman spectroscopy. J Raman Spectrosc 46:273–279. https://doi.org/10.1002/jrs.4603
American Society for Testing and Materials Committee (2004) Standard Test Methods for Epoxy Content of Epoxy Resins D 1652 – 04. Reprinted from: the Annual Book of ASTM Standards, 100 Barr Harbor Dr., West Conshohocken, USA
Chike KE, Myrick ML, Lyon RE, Angel SM (1993) Raman and Near-Infrared Studies of an Epoxy Resin. Appl Spectrosc, AS 47:1631–1635
Lee H, Vincent L (1961) The use of infrared qualioty congtrol in the manufacture of epoxy resin adhesives. Adhesives Age
Mertzel E, Koenig JL (1986) Application of FT-IR and NMR to epoxy resins. Advances in Polymer Science - Epoxy Resins and Composites II. Springer-Verlag, Berlin, pp 73–112
Lyon RE, Chike KE, Angel SM (1994) In situ cure monitoring of epoxy resins using fiber-optic Raman spectroscopy. J Appl Polym Sci 53:1805–1812. https://doi.org/10.1002/app.1994.070531310
Merad L, Cochez M, Margueron S et al (2009) In-situ monitoring of the curing of epoxy resins by Raman spectroscopy. Polym Test 28:42–45. https://doi.org/10.1016/j.polymertesting.2008.10.006
Vašková H, Křesálek V (2011) Raman spectroscopy of epoxy resin crosslinking. 13th WSEAS International Conference on Automation Control, Modeling and Simulation, Lanzarote, pp 357–361
Katunin A, Krukiewicz K, Turczyn R (2014) Evaluation of residual cross-linking caused by self-heating effect in epoxy-based fibrous composites using Raman spectroscopy. Chem Sci-Tech-Mark 68:957–966
Musto P, Abbate M, Ragosta G, Scarinzi G (2007) A study by Raman, near-infrared and dynamic-mechanical spectroscopies on the curing behaviour, molecular structure and viscoelastic properties of epoxy/anhydride networks. Polymer 48:3703–3716. https://doi.org/10.1016/j.polymer.2007.04.042
Tuschel D (2017) Why are the Raman spectra of crystalline and amorphous solids different? Spectroscopy 32:26–33
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Conceptualization: Petre Makreski, Gordana Bogoeva-Gaceva, Nikola Geskovski, Aleksandra Ivanoska-Dacikj; Methodology: Petre Makreski, Nikola Geskovski, Aleksandra Ivanoska-Dacikj, Gordana Bogoeva-Gaceva; Formal analysis and investigation: All authors; Writing—original draft preparation: Petre Makreski, Nikola Geskovski, Aleksandra Ivanoska Dacikj; Writing—review and editing: All authors; Resources: Gordana Bogoeva-Gaceva, Petre Makreski; Supervision: Petre Makreski, Gordana Bogoeva-Gaceva.
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Makreski, P., Ivanoska-Dacikj, A., Geskovski, N. et al. Rapid and in-situ determination of epoxy equivalent weight of bisphenol-based epoxides by micro-Raman spectroscopy. J Polym Res 30, 92 (2023). https://doi.org/10.1007/s10965-023-03471-6
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DOI: https://doi.org/10.1007/s10965-023-03471-6