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 heaviness0.92
asymmetry0.65
occupancy0.35
short-range corr0.68
long-range memory0.12
spectral colour0.04
periodicity0.55
complexity0.28
time-irreversibility0.19
volatility clustering0.70
multifractality0.74
dimensionality0.58
nonstationarity0.93
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Continued Fraction:log_khintchine_mean+3.3zbank-miss 1.7σ
Septagonal (Danzer):z_primary+3.2zbank-miss 1.0σ
Spirograph:petal_symmetry+3.0zbank-miss 1.4σ

Composition

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

Render Gallery

Atlas Position

Nearest neighborDistance
Bearing Ball2.56
Bearing Outer3.03
EEG Seizure3.25cross-origin

Open in Atlas →

Which Geometries Light Up

Continued Fraction › Continued Fraction:log_khintchine_meanrank 5/3061.9263
H4 600-Cell › H4 600-Cell:edge_walk_fractionrank 4/3060.6281
Isochronicity › Isochronicity:amplitude_explorationrank 5/3061.2280
Lorentzian › Lorentzian:causal_persistencerank 5/3060.8887
Septagonal (Danzer) › Septagonal (Danzer):z_primaryrank 2/3060.3223
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