| Title |
Investigation of the statistical model based optimization accuracy under experimental errors. Case study: Optimization of nutrient media for microorganisms' cultivation process |
| Another Title |
Statistiniu modeliu paremto optimizavimo tikslumo veikiant eksperimentų paklaidoms tyrimas. Taikomasis tyrimas: mikroorganizmų kultivavimo proceso mitybinės terpės optimizavimas. |
| Authors |
Levišauskas, Donatas ; Tekorius, Tomas |
| Full Text |
|
| Is Part of |
Informacinės technologijos ir valdymas = Information technology and control.. Kaunas : Technologija. 2009, t. 38, Nr. 3, p. 188-194.. ISSN 1392-124X. eISSN 2335-884X |
| Keywords [eng] |
Statistical model ; Experimental design ; Optimization |
| Abstract [eng] |
The process optimization procedure based on response surface methodology including design of factorial experiments, development of statistical model and estimation of the optimum response point is simulated in order to investigate influence of experimental errors and experimental design area to the optimization accuracy. The investigated practical problem is optimization of nutrient media composition for cultivation of microorganisms' culture. The optimization results under a priori estimated experimental errors and various factor variation ranges in factorial experiments are investigated and the relationships between the factors variation range and the confidence interval of the optimum point estimations are determined. |
| Published |
Kaunas : Technologija |
| Type |
Journal article |
| Language |
English |
| Publication date |
2009 |
| CC license |
|
