Applying the Taguchi robust design to the optimization of the asymmetric reduction of ethyl 4-chloro acetoacetate by bakers' yeast

被引:43
作者
Houng, JY [1 ]
Hsu, HF [1 ]
Liu, YH [1 ]
Wu, JY [1 ]
机构
[1] I Shou Univ, Dept Chem Engn, Kaohsiung, Taiwan
关键词
asymmetric reduction; bakers' yeast; enantioselectivity; Taguchi method; robust design; desirability function;
D O I
10.1016/S0168-1656(02)00179-7
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
This study examined the characteristics and operational parameters of the asymmetric reduction of ethyl 4-chloro acetoacetate by bakers' yeast in order to produce S-4-chloro-3-hydroxybutyric acid ethyl ester. Eight operational variables were also optimized using the Taguchi method with consideration of the freshness of yeast cells as a noise factor. An L-18 orthogonal array was used to design the experiments. The reaction yield and the product's optical purity were considered as two product quality variables. A desirability function was applied to combine these two qualities as a single objective function. Additionally, the signal-to-noise (SN) ratio was used to estimate the variability in product quality. Optimization was undertaken not only to yield the best performance, but also to minimize the variation in quality. The confirmation experiments indicated that the reaction performance and the robustness of the product quality under the optimized conditions were higher than those obtained in other experiments in this study. Our results further demonstrate that the product's optical purity could be increased to > 95% by adjusting the operational level of the main factors. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:239 / 250
页数:12
相关论文
共 38 条
[1]  
[Anonymous], GLOBECOM 84 M IEEE C
[2]   EVOLUTIONARY OPERATION (EVOP) TO OPTIMIZE 3-DIMENSIONAL BIOLOGICAL EXPERIMENTS [J].
BANERJEE, R ;
BHATTACHARYYA, BC .
BIOTECHNOLOGY AND BIOENGINEERING, 1993, 41 (01) :67-71
[3]   BIOCONVERSION OF A L-CARNITIN PRECURSOR IN A ONE-PHASE OR 2-PHASE SYSTEM [J].
BARE, G ;
JACQUES, P ;
HUBERT, JB ;
RIKIR, R ;
THONART, P .
APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY, 1991, 28-9 :445-456
[4]  
Bendell J.A., 1989, TAGUCHI METHODS APPL
[5]  
Box G. E. P., 1978, STATISTICS EXPT
[6]   OPTIMIZING ELECTRON-CAPTURE DETECTOR PERFORMANCE FOR GAS-CHROMATOGRAPHIC ANALYSIS OF POLYCHLORINATED-BIPHENYLS [J].
CHEN, CY ;
LING, YC .
CHROMATOGRAPHIA, 1992, 33 (5-6) :272-278
[7]   SEARCH METHOD FOR THE OPTIMAL MEDIUM FOR THE PRODUCTION OF LACTASE BY KLUYVEROMYCES-FRAGILIS [J].
CHEN, KC ;
LEE, TC ;
HOUNG, JY .
ENZYME AND MICROBIAL TECHNOLOGY, 1992, 14 (08) :659-664
[8]   A SIMPLE PROCEDURE FOR OPTIMIZING THE POLYMERASE CHAIN-REACTION (PCR) USING MODIFIED TAGUCHI METHODS [J].
COBB, BD ;
CLARKSON, JM .
NUCLEIC ACIDS RESEARCH, 1994, 22 (18) :3801-3805
[9]  
Creveling C. M., 1995, ENG METHODS ROBUST P
[10]   Baker's yeast: production of D- and L-3-hydroxy esters [J].
Dahl, AC ;
Madsen, JO .
TETRAHEDRON-ASYMMETRY, 1998, 9 (24) :4395-4417