Melvin E Moore

US Patent:

20220284269, Sep 8, 2022

Filed:

Mar 1, 2022

Appl. No.:

17/653077

Inventors:

- Skokie IL, US
Steven Samuel Glasker - Auckland, NZ
Michael Emerson Martin - Chicago IL, US
Melvin Moore - Chicago IL, US
Michael James Harry Mawdsley - Wellington, NZ
Jim Jeffrey Daleiden - Niles IL, US

International Classification:

G06N 3/04
G06K 9/62
C12P 7/06

Abstract:

This disclosure relates to analyzing a fermentation process that occurs in a bioreactor. Such a fermentation process may involve microbes consuming a substrate, and producing various metabolites. A computing device may train and execute one or more machine learning models to analyze such a fermentation process. Such a machine learning model may be configured to determine a current fermentation state of such a fermentation process as one example. As another example, a machine learning model may be configured to predict metabolite production of a fermentation process based on historical fermentation data and a window of control decisions for the fermentation process.