Bearing Inner

machine-vibration · 37 views
machine-vibrationperiodic

What It Is

CWRU bearing vibration, inner-race fault. Drive-end accelerometer at 48 kHz; periodic impulses ride a broadband resonance.

Interpretation

Standard analysis sees: heavy-tailed; anti-persistent; red spectrum (low-frequency / 1-over-f power); nonstationary / drifting. The atlas finds no named structure, but the source is distinctively extreme on Continued Fraction:log_khintchine_mean (+3.3z) — beyond what the standard bank predicts for it.

What standard analysis sees
tail heaviness0.95
asymmetry0.63
occupancy0.28
short-range corr0.66
long-range memory0.12
spectral colour0.06
periodicity0.50
complexity0.27
time-irreversibility0.20
volatility clustering0.68
multifractality0.72
dimensionality0.52
nonstationarity0.95
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Continued Fraction:log_khintchine_mean+3.3zbank-miss 1.3σ
Spirograph:petal_symmetry+3.0zbank-miss 1.0σ

Composition

dtypefloat64
range[-2.141, 2.392]
unique values2690 / 16384
mean ± std0.0149 ± 0.277

Render Gallery

Atlas Position

Nearest neighborDistance
Bearing Ball2.57
Gut Motility3.02cross-origin
Bearing Outer3.05

Open in Atlas →

Which Geometries Light Up

H4 600-CellH4 600-Cell:edge_walk_fractionrank 4/3070.6281
IsochronicityIsochronicity:amplitude_explorationrank 5/3071.2280
LorentzianLorentzian:causal_persistencerank 5/3070.8887
Septagonal (Danzer)Septagonal (Danzer):z_primaryrank 2/3070.3223
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