Edge

Fast changing real time process cases need edge solutions.

Use Cases
  • High Tech Manufacturing

Business Problem

High tech production is often subject to small but significant variations in output quality that can affect yield, cost and revenues. These variations can be caused by known, specific factors (process inputs, personnel differences, etc.) or by unknown sources.

Challenge

Automation systems may attempt to mitigate variation but often fail to do so due to lagging measurements, drifts in variation over time, and the complexity of its causes. Data can also be scarce, which adds to the challenge.

SentianController solution

By adding SentianController to the automation system the system can make more accurate predictions of the process state at any given point of time to anticipate variation and optimize the production process accordingly. SentianController is very sample efficient and can deal with limited data. Moreover, SentianController’s variation reduction technology is compact, extremely fast, and can adapt to new data continually without being reset, making it possible to deploy in an edge solution. The result is an increase in yield and quality of up to 30%.

What can AI do for your company

Higher production quality and improved performance of machines and plants

Higher yield and higher customer satisfaction

Cost savings and profit increase