April 6, 2026
·~7 min read
·engineeringFrom Raw Machine Logs to Predictive Maintenance: Time-Series Analytics in SMT
Raw machine telemetry tells you what happened. Time-series analytics tells you what is about to happen. Here is how First-Pass Yield, rolling defect rates, and SQL-driven root cause analysis work together.
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