Latest / Hardware Startups with Fexingo: Devices, Robotics, and Manufacturing Tech Companies
How Hardware Startups Use Accelerometers for Predictive Maintenance
In Episode 61 of Hardware Startups with Fexingo, Lucas and Luna explore how hardware startups are embedding low-cost MEMS accelerometers into industrial equipment to enable predictive maintenance. They break down the real-world case of a startup called VibeSense that cut unplanned downtime by 38% for a midwestern pump manufacturer using edge-based vibration analysis. Lucas explains the difference between time-domain and frequency-domain analysis, why FFT processing matters, and how startups are now running models directly on sensor nodes rather than the cloud. Luna challenges whether this…
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