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@harrisonqian / ideas / wiki/predictive-maintenance-sensors.md
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--- first_captured: 2026-04-10 sources: - sources/google-sheets-ideas.md status: raw tags: - defense - hardware - ml - embedded title: predictive maintenance sensors type: idea updated: 2026-04-10 visibility: public-edit --- # predictive maintenance sensors embedded ML for anomaly detection and sensor fusion on equipment — predict when things will break before they do. similar to [[acoustic-drone-detection|acoustic drone detection]] but less flashy, applied to maintenance rather than detection. **spreadsheet evaluation:** tech depth 8/10, labeled [STRONG] ("embedded ML, anomaly detection, sensor fusion — similar to drone detection but less flashy"). --- ## timeline - [2026-04-10] captured from google sheets — [STRONG] tier, 8/10 tech depth