Use cases

Optomechanical Control System for Laser Research Infrastructure

The ELI ALPS use case focuses on an optomechanical subsystem used in laser research infrastructure, which includes around 60 controllable devices such as motors and cameras. The subsystem is used for beam path configuration, beam quality adjustment, and operation monitoring and archiving, all carried out while respecting machine protection constraints. Within MONA LISA, a root cause analysis tool is being deployed to support faster incident response and to help discover and correct errors.

Data-Driven Monitoring and Analysis of Induction Furnace Operations

The BDC use case focuses on the C2 induction furnace, one of the critical production assets in the steelmaking process. The objective is to collect and integrate operational, electrical, production and maintenance-related data from different sources and make this information available to the MONA LISA platform. The use case includes data originating from the existing PLC and SCADA systems, such as furnace operating signals, current, voltage and power measurements, and fault codes. These data are complemented by laboratory spectrometer results, casting information and manually recorded operational data such as fault information, refractory lifetime and earth leakage records. During the project, interfaces have been developed to transfer selected data from BDC systems to the MONA LISA environment. This includes automated data import mechanisms as well as data transmission through the middleware infrastructure. Direct data transfer scripts have also been integrated into WinCC for selected process data.

AI-supported Root Cause Analysis for Railway Systems

Railway Systems