The manufacturing production process can be pictured like a river. It's not unusual to hear people involved in production make frequent reference to "upstream" and "downstream" parts of the process.

And the results were promising, according to the authors, who noted: “The presented downstream process model could predict online and offline data recorded at 12,000 L manufacturing scale.