PREDICTING BIOREACTOR PRODUCT PRODUCTION BASED ON INDEPENDENT OR MULTIVARIATE ANALYSIS OF MULTIPLE PHYSICAL ATTRIBUTES

In an aspect, there is provided a computer-implemented method for approximating product production in a bioreactor. The method comprises: providing a bioreactor containing live cells in a substrate, the bioreactor for cultivating, over a time period, a product derived from or of the cells during a m...

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Bibliographische Detailangaben
Hauptverfasser:	RAZVI, Azher, HUANG, Shuohao, PIGEAU, Gary
Format:	Patent
Sprache:	eng ; fre ; ger
Schlagworte:	APPARATUS FOR ENZYMOLOGY OR MICROBIOLOGY BEER BIOCHEMISTRY CHEMISTRY COMPOSITIONS OR TEST PAPERS THEREFOR CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL ORENZYMOLOGICAL PROCESSES ENZYMOLOGY FERMENTATION OR ENZYME-USING PROCESSES TO SYNTHESISE A DESIREDCHEMICAL COMPOUND OR COMPOSITION OR TO SEPARATE OPTICAL ISOMERSFROM A RACEMIC MIXTURE INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES MEASURING MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEICACIDS OR MICROORGANISMS METALLURGY MICROBIOLOGY MUTATION OR GENETIC ENGINEERING PHYSICS PROCESSES OF PREPARING SUCH COMPOSITIONS SPIRITS TESTING VINEGAR WINE
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Beschreibung
Zusammenfassung:	In an aspect, there is provided a computer-implemented method for approximating product production in a bioreactor. The method comprises: providing a bioreactor containing live cells in a substrate, the bioreactor for cultivating, over a time period, a product derived from or of the cells during a manufacturing process; providing two or more sensors for measuring respective two or more different physical attributes of the substrate during the time period; receiving, at a processor, sensor data from the two or more sensors; and determining via the processor, based on a predetermined or recursive algorithm that correlates the sensor data and the product production by independent consideration of the sensor data of the two or more different physical attributes or by multivariate consideration of the sensor data of the two or more different physical attributes, an approximate amount of the product.