Analysis of noise and bias in fermentation oxygen uptake rate data.

Abstract:

:The calculation of many derived fermentation variables such as the respiratory quotient (RQ) and mass transfer coefficient (K(L)a) requires the differences between the molar percentages of oxygen and carbon dioxide in the fermentor inlet and exit gas, called the %OUR and %CER. Noise and bias in %CER data is of order that in the exit gas carbon dioxide analysis. However, the relative amount of noise in the %OUR is one to two orders of magnitude greater than the noise in the raw oxygen analyses because the %OUR is calculated as a small difference between two large quantities. The noise in the %OUR is white with a Gaussian amplitude probability distribution of absolute standard deviation 0.0145. A chi-square filter of the %OUR data is shown to considerably improve the quality of the calculated RQ and K(L)a for a fermentation of Streptomyces clavuligerus.

journal_name

Biotechnol Bioeng

authors

Royce PN,Thornhill NF

doi

10.1002/bit.260400511

subject

Has Abstract

pub_date

1992-08-01 00:00:00

pages

634-7

issue

5

eissn

0006-3592

issn

1097-0290

journal_volume

40

pub_type

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