Advanced, cloud-based HPC simulation in the foundry business

Advanced, cloud-based HPC simulation in the foundry business
Summary

The goal of this experiment was to reduce the scrap rate of the foundry process. A service was needed which could predict the behaviour of the current batch of metal to reduce the amount of waste. If it were possible to adjust the process in real time, the foundry could lower energy consumption and production costs. Using historical data from previous production runs was seen as the key to this problem, but this entails data analytics requiring computing resources far in excess of those available to foundries or consultants like ProService.

Noesis and ProService collaborated to develop a new adaptive process for controlling the liquid-iron stage of the foundry-casting process, based on Noesis’ Optimus software and ProService ITACA technologies. The two companies worked together to create a model of the process based on historical foundry data, and provided the required expertise to deploy the solution on a Cloud-based HPC platform. Thermal analysis software is used to generate production data, which is sent to the Fortissimo Cloud-based HPC infrastructure. The correction model is updated by the HPC resources based on the production data, and then returned to the foundry system, where the correction is calculated and applied.

More information & hyperlinks
Structured mapping
Unfold all
/
Fold all
Demonstrator (project outcome type)
Industrial pilot or use case
C MANUFACTURING
C24 Manufacture of basic metals
C25 Manufacture of fabricated metal products, except machinery and equipment
Economic sustainability
Product quality - Quality assurance
Social sustainability
Increasing human achievements in manufacturing systems
Information and communication technologies
Data collection, storage, analytics, processing and AI
Data processing
Cloud computing, edge computing
Data modelling
Human Machine Interfaces
Interoperability (ICT)
Industrial Reference ICT Architectures
Reference Architectural Model Industrie 4.0 (RAMI 4.0)
RAMI 4.0 Hierarchy Axis
Work centres - Production lines
Real-time communication capability
Scalability
Software development and ownership model
Proprietary software
Autonomous Smart Factories Pathway
Realtime optimisation
Autonomous /online/realtime Manufacturing Process Optimisation on factory level
Manufacturing system levels
Work centres - Production lines