Characterization of key parameters for biotechnological lignocellulose conversion assessed by FT-NIR spectroscopy. Part II: Quantitative analysis by partial least squares regression

BioResources

Volumn 5, Issue 4, 2010, Pages 2081-2096

  Krongtaew, Chularat ^a   Messner, Kurt ^b   Ters, Thomas ^c   Fackler, Karin ^b  

^a MAHIDOL UNIVERSITY   (Thailand)

^b VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

^c UNIVERSITY OF NATURAL RESOURCES AND LIFE SCIENCES   (Austria)

Author keywords

Anaerobic fermentation; Biogas potential test; Fourier transform near infrared spectroscopy (FT NIR); Multivariate data analysis; Partial least squares (PLS) regression; Wheat and oat straw pre treatment

Indexed keywords

ANAEROBIC FERMENTATION; FOURIER TRANSFORM NEAR-INFRARED SPECTROSCOPY (FT-NIR); MULTIVARIATE DATA ANALYSIS; OAT STRAWS; PARTIAL LEAST-SQUARES REGRESSION;

BIOGAS; BIOTECHNOLOGY; DATA REDUCTION; DELIGNIFICATION; FERMENTATION; GENE TRANSFER; INFRARED DEVICES; INFRARED SPECTROSCOPY; LIGNIN; METADATA; MULTIVARIANT ANALYSIS; NEAR INFRARED SPECTROSCOPY; PARAMETER ESTIMATION; PLANT CELL CULTURE; PLANTS (BOTANY); POLYSACCHARIDES; REGRESSION ANALYSIS; SPECTRUM ANALYSIS; SUGAR (SUCROSE); TESTING; TEXTILES;

FOURIER TRANSFORMS;

ANAEROBIC PROCESS; BIOGAS; BIOTECHNOLOGY; CELLS; CULTURE MEDIA; DATA PROCESSING; DELIGNIFICATION; ESTIMATION; FERMENTATION; FOURIER ANALYSIS; GENES; INFRARED RADIATION; INFRARED SPECTRA; INFRARED SPECTROSCOPY; PRETREATMENT;

AVENA SATIVA; TRITICUM AESTIVUM;

EID: 77956086552     PISSN: None     EISSN: 19302126     Source Type: Journal    
DOI: None     Document Type: Article

References (25)

1. Ahring, B. K., and Westermann, P. (2007). "Coproduction of bioethanol with other biofuels," Adv. Biochem. Engin./Biotechnol. 108, 289-302.
2. Angelidaki, I., Ellegaard, L., and Ahring, B. K. (1992). "Compact automated displacement gas metering system for measurement of low gas rates from laboratory fermentors," Biotechnol. Bioeng. 39, 351-353.
3. Buswell, A. M., and Mueller, H. F. (1952). "Mechanism of methane fermentation," Ind. Engin. Chem. 44(3), 550-552.
4. Chandra, R. P., Bura, R., Mabee, W., Pan, X., Berlin, A., and Saddler, J. N. (2007). "Substrate pretreatment: The key to effective enzymatic hydrolysis of lignocellulosics?" Adv. Biochem. Engin./Biotechnol. 108, 67-93.
5. Energy Efficiency & Renewable Energy, US Department of Energy. (2009). viewed in September, 2009.
6. Fackler, K., Schmutzer, M., Manoch, L., Schwanninger, M., Hinterstoisser, B., Ters, T., Messner, K., and Gradinger, C. (2007a). "Evaluation of the selectivity of white rot isolates using near infrared spectroscopic techniques," Enzyme Microb. Technol. 41, 881-887.
7. Fackler, K., Schwanninger, M., Gradinger, C., Hinterstoisser, B., and Messner, K. (2007b). "Qualitative and quantitative changes of beech wood degraded by woodrotting basidiomycetes monitored by Fourier transform infrared spectroscopic methods and multivariate data analysis," FEMS Microbiol. Lett. 271(2), 162-169.
8. Ghosh, S., and Rodgers, J. (2001). "NIR analysis of textiles," In: Burns, D. A., and Ciurczak, E. W. (eds.), Handbook of Near-Infrared Analysis. 2nd Ed., Marcel Dekker, Inc., New York, 573-607.
9. Himmel, M. E., Ding, S. Y., Johnson, D. K., Adney, W. S., Numlos, M. R., Brady, J. W., and Foust, T. D. (2007). "Biomass recalcitrance: Engineering plants and enzymes for biofuels production," Science 315, 804-807.
10. Holm-Nielsen, J. B., Dahl, C. K., and Esbensen, K. H. (2006). "Representative sampling for process analytical characterization of heterogeneous bioslurry systems-a reference study of sampling issues in PAT," Chemom. Intell. Lab. Syst. 83, 114-126.
11. Holm-Nielsen, J. B., Andree, H., Lindorfer, H., and Esbensen, K. H. (2007). "Transflexive embedded near infrared monitoring for key process intermediates in anaerobic digestion/biogas production," J. Near Infrared Spectrosc. 15, 123-135.
12. Kaparaju, P., Serrano, M., Thomsen, A. B., Kongjan, P., and Angelidaki, I. (2009). "Bioethanol, biohydrogen and biogas production from wheat straw in a biorefinery concept," Biores. Technol. 100, 2562-2568.
13. Kong, X., Xie, J., Wu, Y., Huang, Y., and Bao, J. (2005). "Rapid prediction of acid detergent fiber, neutral detergent fiber, and acid detergent lignin of rice materials by near-infrared spectroscopy," J. Agric. Food Chem. 53, 2843-2848.
14. Krongtaew, C., Messner, K., Ters, T., and Fackler, K. (2010). "Characterization of key parameters for biotechnological lignocellulose conversion assessed by FT-NIR spectroscopy. Part I: Qualitative analysis of pretreated straw," BioResources 5(4), 2063-2080.
15. Kumar, P., Barrett, D. M., Delwiche, M. J., and Stroeve, P. (2009). "Methods for pretreatment of lignocellulosic biomass for efficient hydrolysis and biofuel production," Ind. Eng. Chem. Res. 48, 3713-3729.
16. Ozaki, Y., McClure, W. F., and Christy, A. A. (2007). Near Infrared Spectroscopy in Food Science and Technology, Wiley Interscience, New Jersey.
17. Savitzky, A., and Golay, M. J. E. (1964). "Smoothing and differentiation of data by simplified least squares procedures," Anal. Chem. 36(8), 1627-1639.
18. Shenk, J. S., Workman, J. J., and Westerhaus, M. O. (2001). "Application of NIR spectroscopy to agricultural products," In: Burns, D. A., and Ciurczak, E. W. (eds.), Handbook of Near-Infrared Analysis, 2nd Ed., Marcel Dekker, Inc., New York, 419-474.
19. Siesler, H. W., Ozaki, Y., Kawata, S., and Heise, H. M. (2002). Near Infrared Spectroscopy: Principles, Instruments and Applications, Wiley VCH, Germany.
20. Tsuchikawa, S., and Siesler, H. W. (2003a). "Near-infrared spectroscopic monitoring of the diffusion process of deuterium-labeled molecules in wood. Part II: Hardwood," Appl. Spectrosc. 57, 675-681.
21. Tsuchikawa, S., and Siesler, H. W. (2003b). "Near-infrared spectroscopic monitoring of the diffusion process of deuterium-labeled molecules in wood, Part I: Softwood," Appl. Spectrosc. 57, 667-674.
22. Tsuchikawa, S., Yonenobu, H., and Siesler, H. W. (2005). "Near-infrared spectroscopic observation of the ageing process in archaeological wood using a deuterium exchange method," Analyst 130, 379-384.
23. Watanabe, A., Morita, S., and Ozaki, Y. (2006). "Temperature-dependent structural changes in hydrogen bonds in microcrystalline cellulose studied by infrared and nearinfrared spectroscopy with perturbation-correlation moving-window two-dimensional correlation analysis," Appl. Spectrosc. 60(6), 611-618.
24. Wilkie, A. C., Smith, P. H., and Bordeaux, F. M. (2004). "An economical bioreactor for evaluating biogas potential of particulate biomass," Biores. Technol. 92, 103-109.
25. Yu, C. H. (2003). "Resampling methods: Concepts, applications, and justification," Practical Assessment, Research & Evaluation 8(19). Retrieved July 31, 2010 from http://PAREonline.net/getvn.asp?v=8&n=19.