UC 1.3: Data and AI driven industrial machines fault prediction and design support

Summary

Key Challenge
Data aggregation, AI adaption, security and trust.  To use IoT data for predictive maintenance (PdM) and design enhancement of sawmill and woodworking machines and demonstrate this in live operation conditions over the 5G. UC1.3 will demonstrate the benefits of using IoT, PdM and 5G communication in small-volume machinery production.

Expected Benefits

PdM could raise Overall Equipment Effectiveness (OEE) by up to 90% compared to proactive maintenance methods; methods to be developed to include PdM data to the machinery development process.

Structured mapping
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Demonstrator (project outcome type)
Industrial pilot or use case