Individual machine configuration based on overall process performance and latent metrics

Abstract

Machine-level metrics for machines of a processing line, as well as latent metrics for results of the processing line, are obtained for the current time period. Machine configuration setting values for the machines during the current time period, as well as at the earlier time period are also obtained. Updates to current configuration setting values of the machines are determined based upon analysis of the machine-level metrics, the process-level metrics for the current time period, the latent metrics for the earlier time period, and the machine configuration setting values for the current and earlier time periods (e.g., the metrics and configuration values may be input to one or more machine learning models used to determine the updates to current configuration setting values for the individual machines). The current values may be changed to the updated values via an automated process or the updates presented as a recommendation report.