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Institute of Chemical Engineering page 1 Achema 2012 Thermal Process Engineering Bettina Liebmann, Joana Rodrigues, Anton Friedl, Kurt Varmuza bettina.liebmann@tuwien.ac.at NIR spectroscopy and chemometrics for ionic liquids: lignocellulosic biomass dissolution
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Institute of Chemical Engineering page 2 Achema 2012 Thermal Process Engineering The dissolution in ionic liquids (IL) is a new, alternative technology to disrupt the complex fibre network of lignocellulosic biomass at comparatively mild conditions. Its three main compounds – cellulose, hemicelluloses, and lignin – are interesting renewable sources for biofuels, chemicals, and biomaterials. Once dissolved in the IL, they can be separated by simple addition of an anti- solvent; e.g., the addition of water immediately precipitates amorphous cellulose from the IL. In this preliminary study we investigate the applicability of NIR spectroscopy and chemometrics for quantifying the three main compounds of lignocelluloses in IL. Introduction Straw composition, schematically
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Institute of Chemical Engineering page 3 Achema 2012 Thermal Process Engineering consist entirely of ions (salts) melting point < 100°C (liquid at room T!) negligible vapour pressure excellent thermal stability up to 400°C non flammable electrically conducting, magnetic many interesting applications! “design” properties by ion combination Ionic Liquids Molecular structure of the ionic liquid EMIM-Oac (1-ethyl-methyl-imidazolium acetate) After mixing the pure cellulose with EMIM-Oac, particles and agglomerations are dissolved by ultrasound and temperatures 40- 60 °C for 7-24 hours to obtain clear solutions.
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Institute of Chemical Engineering page 4 Achema 2012 Thermal Process Engineering NIR spectrometer (Brimrose Luminar 5030, AOTF) Near-infrared spectroscopy (NIR) NIR spectrum of the used IL; NIR spectra of pure solid cellulose, lignin, and xylan. NIR transflectance probe with variable pathlength for liquid samples (left); NIR diffuse reflectance probe for solid samples (right).
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Institute of Chemical Engineering page 5 Achema 2012 Thermal Process Engineering NIR spectra and predicted concentration by PLS regression model Cellulose + ILLignin + ILXylan + IL SEP CV, standard error of prediction from leave-one-out cross validation; a CV, number of PLS components PLS-models with leave-one-out CV in software Unscrambler.
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Institute of Chemical Engineering page 6 Achema 2012 Thermal Process Engineering Empirical models for the concentration of cellulose, lignin, and xylan in ionic liquid EMIM-OAc result in good prediction performance. In the next step, experiments will focus on multi-component mixtures of cellulose, lignin, and xylan in the ionic liquid. Good reference values for actually dissolved straw components in the IL is a limiting factor in PLS model building for industrial application. Summary and Outlook
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