2015
DOI: 10.1016/j.jiec.2014.02.044
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Partial least squares modeling and analysis of furfural production from biomass-derived xylose over solid acid catalysts

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Cited by 14 publications
(4 citation statements)
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“…The L/S ratio also had an important effect on the hydrochar yield obtained. due to the increase in the concentration gradient between water and OS, thus a lower yield was obtained for higher L/S ratios (You et al, 2015). analysis was extremely slow, lasting up to seven days due to the diffusional resistance at -196°C, and the pore volume was not fully accessible to nitrogen.…”
Section: Solid Fraction Analysismentioning
confidence: 99%
See 1 more Smart Citation
“…The L/S ratio also had an important effect on the hydrochar yield obtained. due to the increase in the concentration gradient between water and OS, thus a lower yield was obtained for higher L/S ratios (You et al, 2015). analysis was extremely slow, lasting up to seven days due to the diffusional resistance at -196°C, and the pore volume was not fully accessible to nitrogen.…”
Section: Solid Fraction Analysismentioning
confidence: 99%
“…FU production from biomass has been extensively studied and different processes have been carried out to achieve good yields. These processes are generally one-step and batch processes, although two-steps processes (Raman andGnansounou, 2015, Riansa-Ngawong andPrasertsan, 2011) and continuous processes (You et al, 2015) have been also proposed. FU yield was 3.3 wt.…”
Section: Introductionmentioning
confidence: 99%
“…One could employ statistical models with multivariate analysis to determine the most critical variables that are employed in a surrogate model. Multivariable techniques include principal component analysis, 140,141 partial least squares, 142 Bayesian minimization, 143,144 and the Akaike's information criteria. 145,146 Surrogate models include principal component regression, polynomial correlations, radial basis functions, or kriging/Gaussian process models.…”
Section: Process Systems Engineering (Pse) For Product and Pathway Di...mentioning
confidence: 99%
“…Thus, hemicellulose can be separated as a liquid fraction by means of a hydrolysis stage, obtaining a solid which contains cellulose and lignin that can subsequently be valorized (Cai et al, 2014;Cuevas et al, 2015b;Raman and Gnansounou, 2015). In the literature, there are numerous studies dealing with the production of furfural from agricultural biomass, in single (Fernández-Bolaños et al, 2001;Lama-Muñoz et al, 2014;Saleh et al, 2014;Cuevas et al, 2015a), two-steps (Riansa-Ngawong and Prasertsan, 201; Raman and Gnansounou, 2015) or continuous (You et al, 2015) processes. However, cellulose and lignin can also be degraded, leading to side reactions that decrease furfural yield and generate more wastes (Zhang et al, 2014).…”
Section: Introductionmentioning
confidence: 99%