Slipping Gears, Shifting Schedules: Calibration Timing vs. Workflow Reality
Every metrologist has a story about the sensor that went bad three weeks after the sticker said it was good. You know the drill: calibration due date ...
11 articles in this category
Every metrologist has a story about the sensor that went bad three weeks after the sticker said it was good. You know the drill: calibration due date ...
Picture this: a pressure transmitter on a gas compressor reads 4.5 bar. The control room trusts it. But last month's as-found data shows it was alread...
Walk into any metrology lab and you'll see the same tension: the boss wants the cheapest per-unit cost, the engineer wants the most repeatable results...
You run a comparison between two torque wrenches. Same model, same calibration cycle, same handler. The numbers look tight—repeatable. But the part ke...
You walk into the lab. The calibration schedule says every pressure gauge gets checked exactly every 6 months. Same for the thermocouples. Same for th...
So you've got a calibration problem. Your gear readings are off—maybe creeping over hours, maybe snapping to a new baseline after a bump. You've heard...
You've just finished a ten-run repeatability study on a high-precision gear calibration rig. The results look beautiful—micrometer-level consistency, ...
Picture this: a new calibration engineer spends four hours dialing in a torque transducer to hit a 0.02% uncertainty target. The next day, the same se...
You run the regression. The R-squared looks fine. Residuals appear random. But when validation day comes, the model drifts off by 15 microns on the th...
You have a pressure transmitter due for recalibration, but the output series can't spare it for three days. The bench standard sits idle in the lab—ac...
You check the calibration date. Pass. You check the measurement repeatability. Still within tolerance. But six months later, that critical gear set fa...