US Patent:
20220251498, Aug 11, 2022
Inventors:
- Seattle WA, US
Tileli Amimeur - Seattle WA, US
Randal Robert Ketchem - Snohomish WA, US
Michael W. Vandiver - Seattle WA, US
Brian W. Horman - Seattle WA, US
Fernando Garcia - Seattle WA, US
International Classification:
C12M 1/00
C12M 1/12
C12P 21/00
C07K 1/16
Abstract:
The concepts described herein are directed to implementations of production facilities that can produce molecules used to treat biological conditions, such as biotherapeutics. The biotherapeutics can include various molecules, such as proteins, enzymes, and antibodies. The production facilities can include a number of separate modular cleanrooms that comprise particular pieces of equipment to perform one or more aspects of the processes used to manufacture biotherapeutics. The modular cleanrooms are arranged such that material that is produced by the equipment of one modular cleanroom can be transferred to another modular cleanroom for additional processing. Additionally, systems and processes are described to generate models using machine learning techniques, where the models can be used to predict productivity and/or efficiency metrics for production lines of biotherapeutics. Further, models can be generated to control the operation of pieces of equipment included in the production lines.
