Large-Scale Screening of Intact Castor Seeds by Viscosity Using Time-Domain NMR and Chemometrics

被引:7
作者
Berman, Paula [1 ]
Nizri, Shahar [1 ]
Parmet, Yisrael [2 ]
Wiesman, Zeev [1 ]
机构
[1] Ben Gurion Univ Negev, Phytolipid Biotechnol Lab, Dept Biotechnol Engn, Inst Appl Res, IL-84105 Beer Sheva, Israel
[2] Ben Gurion Univ Negev, Dept Ind Engn & Management, IL-84105 Beer Sheva, Israel
关键词
Time-domain NMR; Castor oil; Biodiesel; PCA; Chemometrics; NUCLEAR-MAGNETIC-RESONANCE; OIL; BIODIESEL; WATER; OILSEEDS; FUEL;
D O I
10.1007/s11746-010-1612-z
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Castor is one of the most promising non-edible oil crops, due to its high oil content and since it can be grown on marginal lands and in a semi-arid climate. However, the high content of ricinoleic acid results in an extremely high viscosity of castor-based biodiesel. In this study, we report on the development of a rapid and non-destructive method for large-scale screening of intact castor seeds according to their viscosity by time domain NMR and chemometrics. A qualitative principal component analysis model was constructed, where each observation was assigned to a different viscosity group. This model straightforwardly detects desirable outliers, and can also be applied for detection of other transgenic oilseeds, especially those containing small levels of hydroxylated fatty acid.
引用
收藏
页码:1247 / 1254
页数:8
相关论文
共 22 条
[1]   Predicting the viscosity of biodiesel fuels from their fatty acid ester composition [J].
Allen, CAW ;
Watts, KC ;
Ackman, RG ;
Pegg, MJ .
FUEL, 1999, 78 (11) :1319-1326
[2]  
BECHMANN IE, 1999, ADV MAGNETIC RESONAN
[3]   EFFECTS OF DIFFUSION ON FREE PRECESSION IN NUCLEAR MAGNETIC RESONANCE EXPERIMENTS [J].
CARR, HY ;
PURCELL, EM .
PHYSICAL REVIEW, 1954, 94 (03) :630-638
[4]   Optimization of alkali-catalyzed transesterification of Brassica carinata oil for biodiesel production [J].
Dorado, MP ;
Ballesteros, E ;
López, FJ ;
Mittelbach, M .
ENERGY & FUELS, 2004, 18 (01) :77-83
[5]   Engineering high-performance biolubricants in crop plants [J].
Grushcow, Jack ;
Smith, Mark .
Industrial Biotechnology, 2006, 2 (01) :48-50
[6]   Feasibility of edible oil vs. non-edible oil vs. waste edible oil as biodiesel feedstock [J].
Gui, M. M. ;
Lee, K. T. ;
Bhatia, S. .
ENERGY, 2008, 33 (11) :1646-1653
[7]   Magnetic resonance relaxation measurements to determine oil and water content in fried foods [J].
Hickey, H ;
MacMillan, B ;
Newling, B ;
Ramesh, M ;
Van Eijck, P ;
Balcom, B .
FOOD RESEARCH INTERNATIONAL, 2006, 39 (05) :612-618
[8]   Modifying soybean oil for enhanced performance in biodiesel blends [J].
Kinney, AJ ;
Clemente, TE .
FUEL PROCESSING TECHNOLOGY, 2005, 86 (10) :1137-1147
[9]   Dependence of biodiesel fuel properties on the structure of fatty acid alkyl esters [J].
Knothe, G .
FUEL PROCESSING TECHNOLOGY, 2005, 86 (10) :1059-1070
[10]   Kinematic viscosity of biodiesel fuel components and related compounds. Influence of compound structure and comparison to petrodiesel fuel components [J].
Knothe, G ;
Steidley, KR .
FUEL, 2005, 84 (09) :1059-1065