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Multivariate data analysis applied in alkali-based pretreatment of corn stover

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  • Li, Bin
  • Ding, Li
  • Xu, Huanfei
  • Mu, Xindong
  • Wang, Haisong

Abstract

In this paper, variables of Pulp Refining Instrument (PFI) refining assisted alkaline pretreatment and hydrolysis saccharification of corn stover were analyzed. The process parameters were characterized by multivariate data analysis methods including Principle Component Analysis and Partial Least Square (PCA and PLS) to investigate the specific relationships of primary variables in alkali-based pretreatment of biomass. In this paper, pretreatment system was multivariate and the variables were inter-related to each other. Total alkaline charge and removal rate of lignin had greatest impact on the pretreatment and enzymatic hydrolysis.

Suggested Citation

  • Li, Bin & Ding, Li & Xu, Huanfei & Mu, Xindong & Wang, Haisong, 2017. "Multivariate data analysis applied in alkali-based pretreatment of corn stover," Resources, Conservation & Recycling, Elsevier, vol. 122(C), pages 307-318.
    • Handle: RePEc:eee:recore:v:122:y:2017:i:c:p:307-318
    DOI: 10.1016/j.resconrec.2016.12.007
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    1. Ayamga, Ezekiel Anabire & Kemausuor, Francis & Addo, Ahmad, 2015. "Technical analysis of crop residue biomass energy in an agricultural region of Ghana," Resources, Conservation & Recycling, Elsevier, vol. 96(C), pages 51-60.
    2. Paranhos, Régis Sebben & Petter, Carlos Otávio, 2013. "Multivariate data analysis applied in Hot-Mix asphalt plants," Resources, Conservation & Recycling, Elsevier, vol. 73(C), pages 1-10.
    3. von Schenck, A. & Berglin, N. & Uusitalo, J., 2013. "Ethanol from Nordic wood raw material by simplified alkaline soda cooking pre-treatment," Applied Energy, Elsevier, vol. 102(C), pages 229-240.
    4. Lin, Wen-Shyong & Lee, Mengshan & Huang, Yu-Cheng & Den, Walter, 2015. "Identifying water recycling strategy using multivariate statistical analysis for high-tech industries in Taiwan," Resources, Conservation & Recycling, Elsevier, vol. 94(C), pages 35-42.
    5. Khoo, Hsien H. & Wong, Loretta L. & Tan, Jonathan & Isoni, Valerio & Sharratt, Paul, 2015. "Synthesis of 2-methyl tetrahydrofuran from various lignocellulosic feedstocks: Sustainability assessment via LCA," Resources, Conservation & Recycling, Elsevier, vol. 95(C), pages 174-182.
    6. Bichraoui-Draper, Najet & Xu, Ming & Miller, Shelie A. & Guillaume, Bertrand, 2015. "Agent-based life cycle assessment for switchgrass-based bioenergy systems," Resources, Conservation & Recycling, Elsevier, vol. 103(C), pages 171-178.
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