Title :
Application of fractional factorial design (FFD) for screening of significant factor in influencing succinic acid production from biodiesel based glycerol: Using Escherichia coli
Author :
Hidawati, E. Nor ; Sakinah, A. M Mimi ; Suhana, A. Noor
Author_Institution :
Fac. of Chem. & Natural Resources Eng., Univ. Malaysia Pahang, Kuantan, Malaysia
Abstract :
The production of succinic acid from biodiesel based glycerol was carried out using Escherichia coli K-12 MG1655 strain. The contribution of every parameter was evaluated and optimized using statistical modeling. A 26-1 fractional factorial design (FFD) was applied to screen the effect of substrate concentration, tryptone concentration, sodium carbonate concentration, inoculums density, pH and incubation period for Escherichia coli reaction on succinic acid production. The result of first order factorial design showed that glycerol concentration, tryptone concentration, incubation period and pH had significant positive effect (p>;0.001) to the reaction. Meanwhile, inoculums density and Na2CO3 concentration exhibited insignificant effect in the reaction. In addition, interaction between inoculums density of substrate concentration and tryptone concentration, glycerol concentration and Na2CO3 concentration, tryptone concentration and pH, Na2CO3 concentration and incubation period and inoculums density with pH gave significant effects (p<;0.001) to succinic acid production.
Keywords :
biofuel; biotechnology; design of experiments; fermentation; industrial waste; microorganisms; pH; Escherichia coli K-12 MG1655 strain; biodiesel-based glycerol; fractional factorial design; inoculums density; pH; sodium carbonate concentration; statistical modeling; succinic acid production; tryptone concentration; Analysis of variance; Biotechnology; Chemicals; Mathematical model; Production; Strain; Substrates; Escherichia coli; Fractional Factorial design (FFD); glycerol; statistical model;
Conference_Titel :
Modeling, Simulation and Applied Optimization (ICMSAO), 2011 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-0003-3
DOI :
10.1109/ICMSAO.2011.5775476