Cloud-based HPC processing for knowledge generation in camshaft manufacture

Cloud-based HPC processing for knowledge generation in camshaft manufacture
Summary

EPC manufactures more than half a million camshafts every year. The company needs to ensure that it produces high-quality parts. Monitoring of the manufacturing process generates a massive amount of data which could be used as a basis for machine learning to improve the production process. However, current software solutions are not able to fully process the data fast enough, so the potential knowledge that may be generated from it cannot be exploited.

TRIMEK developed a metrological module of its M3 software, which enables the use of big data resources for data analysis. The new module is able to analyse scanning and measurement data and compare parts much faster than before by using cloud-based HPC. The production process is therefore more time-efficient. The time savings enables more of the produced parts to be checked in the same amount of time, increasing the overall production quality.

Reducing the processing time for data analysis allows a higher knowledge and control of the quality of the production process and of its needs, such as maintenance requirements. By using this system, the end-user receives a higher-quality product, saving time and money, leading to benefits for their own client.

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Demonstrator (project outcome type)
Industrial pilot or use case
C MANUFACTURING
C25 Manufacture of fabricated metal products, except machinery and equipment
Economic sustainability
Product quality - Quality assurance
Information and communication technologies
Data collection, storage, analytics, processing and AI
Cognitive and artificial intelligence (AI) technologies - machine learning
Interoperability (ICT)
Industrial Reference ICT Architectures
Reference Architectural Model Industrie 4.0 (RAMI 4.0)
RAMI 4.0 Vertical Axis and associated standards
Information Layer (RAMI 4.0)
OWL - Web Ontology Language (OWL)
RAMI 4.0 Hierarchy Axis
Work centres - Production lines
Autonomous Smart Factories Pathway
Realtime optimisation
Autonomous /online/realtime Manufacturing Process Optimisation on machine level
Standards
Other standards or related resources
OWL - Web Ontology Language (OWL)
Standard types
Data standards
OWL - Web Ontology Language (OWL)
Manufacturing system levels
Work centres - Production lines