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Hose Clamp Machine Integrates with Digital Twins for Predictive Maintenance

Release time: 2025-11-27

A global engineering firm has created digital twins of its hose clamp assembly machines, allowing for virtual testing of maintenance procedures. The digital twins simulate component wear and predict potential failures, enabling technicians to replace parts before breakdowns occur. This has reduced unplanned downtime by 55% and extended machine lifespan by 3 years on average.

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