17/05/2022 – Artificial Intelligence (AI) based process assistant
AI based buffering process automation
High-speed optical cable manufacturing lines are traditionally controlled using process-automation systems. Maillefer present an Artificial Intelligence (AI) based process assistant, “Smart Buffering”, which operates on top of the process automation layer.
Fig. 2. Smart Buffering system initialization run, with measured average EFL at multiple lengths. © Maillefer
Maillefer present an Artificial Intelligence (AI) based process assistant, “Smart Buffering”, which operates on top of the process automation layer. © Maillefer
Fig. 1. Smart Buffering forms a control loop to the buffering process, information extracted from line sensor data allows intelligent process parameter adjustments. © Maillefer
Fig. 2. Smart Buffering system initialization run, with measured average EFL at multiple lengths. © Maillefer
Fig. 3. Smart Buffering system initialization run, with measured attenuation deltas at multiple lengths. © Maillefer