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Industrial Predictive Maintenance via Vibration Analysis

2026-09-03 770

This predictive maintenance system uses high-frequency vibration sensors and edge AI to monitor rotating machinery health. Capturing vibration at 20kHz, ML models detect early bearing wear and misalignment. Maintenance teams receive alerts 2-4 weeks before failures, reducing unplanned downtime by 60% and extending equipment life by 35% across 800+ assets.

Smart Agriculture Sensor Network for Greenhouse Automation No more

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