화학공학소재연구정보센터
홈 로그인 로그아웃 연락처 사이트맵
Journal of Industrial and Engineering Chemistry, Vol.21, 350-355, January, 2015
DOI10.1016/j.jiec.2014.02.044  Export Citation
Partial least squares modeling and analysis of furfural production from biomass-derived xylose over solid acid catalysts
Su Jin You1, Nonam Park1, Eun Duck Park1, 2, and Myung-June Park1, 2, †
  • 1Department of Energy Systems Research, Ajou University, Suwon 443-749, Republic of Korea
  • 2Department of Chemical Engineering, Ajou University, Suwon 443-749, Republic of Korea
E-mail:
Solid acid catalysts based on silica.alumina (SiO2-Al2O3) were used for promoting furfural production from D-xylose, and the partial least squares model was applied to develop an empirical kinetic model. Considering the experimental error and measurement noise, ~85% of variances for the output block comprising the D-xylose conversion and selectivities were used by employing three latent variables, and the comparison between experimental and simulation results demonstrated the effectiveness of the model. The effects of the operating conditions, including xylose concentration, temperature, and space velocity were evaluated using the developed model, and optimal conditions for the maximum furfural productivity were determined.
Keywords:D-xylose dehydration;Furfural;Solid acid catalyst;Kinetic model;Partial least square;Optimization
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