A neural network model for estimating O2 absorption coefficient in shake-flasks

Biotechnology Letters

Volumn 22, Issue 23, 2000, Pages 1885-1888

  Liu, Yung Chuan ^a   Chang, Honda ^a   I, Yet Pole ^b  

^a NATIONAL CHUNG HSING UNIVERSITY   (Taiwan)

^b NATIONAL YUNLIN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Mathematical model; Neural network model; Oxygen absorption coefficient; Shake flask

Indexed keywords

OXYGEN;

ABSORPTION; ARTICLE; ARTIFICIAL NEURAL NETWORK; EQUIPMENT; LABORATORY; MATHEMATICAL MODEL; MEASUREMENT; NONLINEAR SYSTEM; PREDICTION;

EID: 0034530965     PISSN: 01415492     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1017333108430     Document Type: Article

References (13)

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6. Back propagation
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9. Gas absorption in aerated mixing vessels with non-newtonian liquid
10. Fermentation mixing scale-up techniques
11. Mixing-present theory and practice
12. 2 transfer characteristics between a new centrifugal impeller and a flat-bladed turbine impeller
13. Oxygen transfer in shaken flask cultures and the conversion of sorbitol to sorbose by Acetobacter suboxydans