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Every unit measured, in takt time, against a limit that came from data.

Production-line vibration and noise testing for motor, pump, fan and bearing manufacturers: repeatable fixtures, multi-channel acquisition, pass/fail limits set from measured distributions, and fault simulators for operator training.

For: Quality or production engineer at a motor, pump, fan or bearing manufacturer

A production line is a measurement repeated thousands of times, so the whole problem is repeatability. A station that measures the same unit twice and disagrees with itself is not a test — it is a random number generator with a pass rate.

What the station has to hold constant

The fixture. Seating force, contact area, orientation. A part seated differently from one unit to the next changes the transmission path before the sensor ever sees a signal.

The run profile. Same speed, same dwell, same load, same point in the cycle. An unloaded motor and a loaded one produce different spectra for reasons that have nothing to do with quality.

The sensor mounting. This is the one that quietly moves. A magnet, an adhesive pad and a stud each have a different mounted resonance, and the band a bearing defect lives in can sit above what the mount will pass — the magnet that deleted a bearing fault shows the mechanism.

The limit. Set from measured distributions of known-good product, not from a number that sounded safe. Setting pass/fail limits without guessing is the method.

What the station measures

For a motor or pump, the useful set is: overall level in the band the standard governs; 1× and 2× amplitude with phase where unbalance and alignment matter; bearing defect frequencies computed from the bearing geometry and checked in an envelope spectrum; and, where the customer cares about sound rather than vibration, a microphone channel on the same time base.

Bearing defect frequencies are arithmetic, not lore — the bearing frequency calculator computes BPFO, BPFI, BSF and FTF from geometry and speed, and why a failing bearing hides in the noise explains why the raw spectrum usually shows nothing while the envelope shows a comb.

The instrumentation

PhonoVibe supplies simultaneous IEPE channels for accelerometers and microphones on one time base; TVIB does the analysis and holds the limits; accelerometers, mounts and cables come from the same catalogue so the chain does not change under you. T-Calibro keeps the station traceable — on a line, the question is not whether the sensor is good but when it was last proved to be.

For operator training and for proving the station reacts to a real defect, TMFSS creates known faults on demand. A station nobody has ever seen fail a genuinely bad part is a station nobody trusts.

The standards this work is judged against

Vibration severity for rotating machines is evaluated under the ISO 20816 series, by machine class and mounting. Rotor balance quality grades come from the ISO 21940 series. Where a customer specification names a standard, that specification governs — TIERA describes these standards and builds to them, and a production programme should work from its own controlled copies.

Where to start

End-of-line quality testing is the workflow. Bring the takt time, the part, the failure modes you have actually shipped, and whatever data exists on known-good units — the limit comes out of that, and the station is designed backwards from it.

The workflows behind this

Each one is a full measurement route with its own instrument list.

Training for this work

Questions this sector asks

What decides how long an end-of-line test takes?
The frequency resolution the decision needs. Resolving a 2 Hz sideband requires at least half a second of data before any averaging or processing — no instrument shortens that. A faster station comes from asking a coarser question, not from a faster box.
How do we set the limit?
From the measured distribution of known-good units, with the failure modes you care about deliberately represented. A limit picked as a round number either passes bad units or fails good ones, and nobody finds out which until a warranty claim or a scrap review.
Can the station catch a bearing defect on a new unit?
A defect in a new bearing is small and lives in a resonance band well above the running speed, so it needs envelope analysis and a sensor whose mounted bandwidth actually reaches that band. A magnet on a rough surface can delete the evidence before the analysis starts.
How do we train operators without breaking production units?
With a fault simulator. TMFSS produces unbalance, misalignment, looseness, bearing and gear faults on demand, so an operator sees a known fault and its signature before meeting one on the line.

From the TIERA blog

The engineering behind this

Written for engineers doing this work, not for the search engine.

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