Publication number: 20220163951
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for optimizing a process of manufacturing a product. In one aspect, the method comprises repeatedly performing the following: i) selecting a configuration of input settings for manufacturing a product, based on a causal model that measures causal relationships between input settings and a measure of a quality of the product; ii) determining the measure of the quality of the product manufactured using the configuration of input settings; and iii) adjusting, based on the measure of the quality of the product manufactured using the configuration of input settings, the causal model.
Type:
Application
Filed:
October 3, 2019
Publication date:
May 26, 2022
Inventors:
Brian E. Brooks, Gilles J. Benoit, Peter O. Olson, Tyler W. Olson, Himanshu Nayar, Frederick J. Arsenault, Nicholas A. Johnson, Brett R. Hemes, Thomas J. Strey, Jonathan B. Arthur, Nathan J. Herbst, Aaron K. Nienaber, Sarah M. Mullins, Mark W. Orlando, Cory D. Sauer, Timothy J. Clemens, Scott L. Barnett, Zachary M. Schaeffer, Patrick G. Zimmerman, Gregory P. Moriarty, Jeffrey P. Adolf, Steven P. Floeder, Andreas Backes, Peter J. Schneider, Maureen A. Kavanagh, Glenn E. Casner, Miaoding Dai, Christopher M. Brown, Lori A. Sjolund, Jon A. Kirschhoffer, Carter C. Hughes