UConn in-house Gearbox Dataset

Test‑rig & acquisition

A two‑stage spur‑gear reducer was instrumented in the Dynamic Systems & Control Laboratory at the University of Connecticut.

• Stage 1: 32‑tooth pinion ↔ 80‑tooth gear
• Stage 2: 48‑tooth pinion ↔ 64‑tooth gearA 3‑axis PCB accelerometer was mounted on the housing; signals were sampled at 20 kHz through a dSPACE DS1006 board while the shaft ran under constant torque supplied by an adjustable magnetic brake. Shaft speed was logged with a tachometer and used to perform Time‑Synchronous Averaging (TSA) so every record starts at the same angular position, eliminating speed wander.

File structure

UConn_Gearbox.csv is a plain UTF‑8 CSV with:

• 3600 rows – vibration samples per record (≈ 0.18 s at 20 kHz)
• 936 columns – individual TSA‑aligned records
• • columns 1‑104 → class H
  • columns 105‑208 → class MT
  • columns 209‑312 → class RC
  • columns 313‑416 → class SP
  • columns 417‑520 → class CH5
  • columns 521‑624 → class CH4
  • columns 625‑728 → class CH3
  • columns 729‑832 → class CH2
  • columns 833‑936 → class CH1