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What does a machinery fault look like in a spectrum?

Pick a fault, set the shaft speed, and read the result. The spectrum below is a real FFT of a signal built from that fault's model — not a stored animation — so the peaks move where the physics puts them.

Live fault simulator static unbalance
1490 rpm
1x
24.8 Hz
RMS
4.7 mm/s
Dominant
1.0x

Real FFT — computed, not a stored animation.

What to look for

Each fault leaves a different fingerprint. These describe the signature the simulator above produces.

Healthy
A modest 1x peak and very little else. The floor is low and flat. This is the reference every other pattern is read against.
Static unbalance
One dominant peak at 1x that grows with speed, and almost nothing at 2x. If a single peak at running speed towers over the rest of the spectrum, unbalance is the first suspect.
Misalignment
Energy at 1x AND 2x, often with 3x present. A 2x comparable to or larger than 1x is the classic tell — and the reason a spectrum alone is not enough: phase across the coupling is what confirms it.
Looseness
A long harmonic series — 1x, 2x, 3x and onward — with half-order content between the harmonics. The spectrum looks crowded rather than peaked.
Bearing outer race
Non-synchronous peaks that do not line up with whole orders of running speed, sitting on a raised noise floor. Early defects show in the envelope long before they show here.
Blade / vane pass
A peak at the blade count times running speed. It is normal for it to exist; what matters is whether it is growing, and whether sidebands appear around it.

Questions about reading a spectrum

Is this a real FFT or an animation?
A real one. Choosing a fault synthesises a time signal from that fault's model at the speed on the slider, takes a radix-2 FFT of it, and plots both the waveform and the spectrum. The RMS and dominant-order readouts are computed from that same signal, so they cannot disagree with the picture.
What does unbalance look like in a vibration spectrum?
A single dominant peak at 1x running speed that grows with speed, with little energy at 2x. Select 'static unbalance' above and move the speed slider — the 1x peak rises while the rest of the spectrum stays where it is.
How do I tell misalignment from unbalance?
In the spectrum, misalignment puts significant energy at 2x — often comparable to 1x — and frequently at 3x, where unbalance is dominated by 1x alone. The spectrum narrows it down; phase measurements across the coupling are what settle it.
Can I practise on real hardware rather than a simulation?
That is what TMFSS is. The simulator on this page reproduces the signature; the TMFSS bench reproduces the fault itself on a real rotor, so the measurement chain, the mounting and the analysis are all exercised the way they are in a plant.
Does it work on a phone?
Yes. The fault buttons, the speed slider and both plots work on a touch screen — the FFT is computed in the browser, so nothing is downloaded or sent anywhere.
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