TY - JOUR
T1 - Response surface optimization of enzymatic hydrolysis of maize starch for higher glucose production
AU - Kunamneni, Adinarayana
AU - Singh, Suren
N1 - Funding Information:
The authors are thankful to Durban Institute of Technology (DIT), Durban, South Africa and National Research Foundation (NRF), Thuthuka Programme, Pretoria, South Africa, for providing financial support to carryout this work and the awarding a postdoctoral fellowship to Dr. Kunamneni Adinarayana.
PY - 2005/12/15
Y1 - 2005/12/15
N2 - Crude amylases were prepared from Bacillus subtilis ATCC 23350 and Thermomyces lanuginosus ATCC 58160 under solid state fermentation. The effect of various process variables was studied for maximum conversion efficiency of maize starch to glucose using crude amylase preparations. Doses of pre-cooking α-amylase, post-cooking α-amylase, glucoamylase and saccharification temperature were found to produce maximum conversion efficiency and were these selected for optimization. Full factorial composite experimental design and response surface methodology were used in the design of experiments and analysis of results. The optimum values for the tested variables for the maximum conversion efficiency were: pre-cooking α-amylase dose 2.243 U/mg solids, post-cooking α-amylase dose 3.383 U/mg solids, glucoamylase dose 0.073 U/mg solids at a saccharification temperature of 55.1°C. The maximum conversion efficiency of 96.25% was achieved. This method was efficient; only 28 experiments were necessary to assess these conditions, and model adequacy was very satisfactory, as coefficient of determination was 0.9558.
AB - Crude amylases were prepared from Bacillus subtilis ATCC 23350 and Thermomyces lanuginosus ATCC 58160 under solid state fermentation. The effect of various process variables was studied for maximum conversion efficiency of maize starch to glucose using crude amylase preparations. Doses of pre-cooking α-amylase, post-cooking α-amylase, glucoamylase and saccharification temperature were found to produce maximum conversion efficiency and were these selected for optimization. Full factorial composite experimental design and response surface methodology were used in the design of experiments and analysis of results. The optimum values for the tested variables for the maximum conversion efficiency were: pre-cooking α-amylase dose 2.243 U/mg solids, post-cooking α-amylase dose 3.383 U/mg solids, glucoamylase dose 0.073 U/mg solids at a saccharification temperature of 55.1°C. The maximum conversion efficiency of 96.25% was achieved. This method was efficient; only 28 experiments were necessary to assess these conditions, and model adequacy was very satisfactory, as coefficient of determination was 0.9558.
KW - α-Amylase
KW - Bacillus subtilis
KW - Glucoamylase
KW - Maize starch hydrolysis
KW - Optimization
KW - Response surface methodology (RSM)
KW - Solid state fermentation
KW - Thermomyces lanuginosus
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U2 - 10.1016/j.bej.2005.08.027
DO - 10.1016/j.bej.2005.08.027
M3 - Article
AN - SCOPUS:26444609606
SN - 1369-703X
VL - 27
SP - 179
EP - 190
JO - Biochemical Engineering Journal
JF - Biochemical Engineering Journal
IS - 2
ER -