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3.6. Experimental Error and Reproducibiüty<br />

in this research, the main fermentation variables were concentrations <strong>of</strong> glucose. cell,<br />

ethanol and glucoamylase as weil as Mon <strong>of</strong> plasrnid-bearing ceils. They were<br />

rneasured via the methods described in chapter 3. AU the measunmen$ were in triplicate<br />

and the mean values were used (outlier points were deleted). Maximum variance in<br />

rneasurements <strong>of</strong> glucose. ceU mass, ethanol and glucoarnylase did not exceed +/- 10% <strong>of</strong><br />

the average rneasured value. Relatively larger deviation occuned in measuring the<br />

fraction <strong>of</strong> plamid-bearing ceils <strong>by</strong> plate count method. Maximum deviation associated<br />

with measurements <strong>of</strong> fraction <strong>of</strong> plasmid-bearing celis could be as large as +/- 15% <strong>of</strong> the<br />

reported values. Based on +/- 10% experimentd enor, gencrally only 2 sipificant<br />

figures wm warranted. Howeva, in some cases more than 2 signifiant figures were<br />

taken in the thesis because the data were generated <strong>by</strong> cornputer.<br />

Most <strong>of</strong> the experirnenu reponed in the pmious chapters were performed twice<br />

to three hes in order to check reproducibility. Typical reproducibiüty checks in batch<br />

suspension fermentation, continuous suspension fermentation, continuous and repeated-<br />

batch fermentations with the irnrnobiüled cells arc shown in Figure B. 1. B.2. B.3 and B.4<br />

respectively. These figures show good agreement between wo experimental runs in tem<br />

<strong>of</strong> trends as weil as values. Considering the measurernent variance disussed in the<br />

previous section. good reproducibüity may be generalised to all the experimental data<br />

obtained in this research Furthermore, the conclusions in rhis study were made based on<br />

the results fiom different <strong>bioreactor</strong> operations or different strains. For example, <strong>by</strong> ushg

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