Crack Fault Diagnosis in Planetary Gear Systems Using Rigid-Flexible Coupling Dynamics Model

Planetary gear systems are critical components in automotive and industrial machinery, where undetected planet gear cracks may lead to catastrophic failures. This study establishes a high-fidelity rigid-flexible coupling model to analyze vibration characteristics under planet gear crack faults. A typical automotive planetary gear system is investigated, consisting of a sun gear (18 teeth), three planet gears (27 teeth each), and a fixed ring gear (72 teeth) with module 2 mm and 20° pressure angle.

Planetary gear system 3D model

The modeling process integrates multiple engineering software platforms:

Software Function
SolidWorks 3D modeling of gear components
ANSYS APDL Flexible ring gear generation
ADAMS Dynamic simulation
MATLAB Signal processing

The meshing frequency $$f_m$$ and planet gear fault frequency $$f_p$$ are calculated as:

$$f_m = z_r \cdot f_h = 72 \times 2 = 144\ \text{Hz}$$

$$f_p = \frac{f_m}{z_p} = \frac{144}{27} \approx 5.33\ \text{Hz}$$

where $$z_r$$ = ring gear teeth, $$z_p$$ = planet gear teeth, and $$f_h$$ = carrier rotation frequency (2 Hz).

Static stress analysis using ANSYS Workbench revealed maximum von Mises stress concentration at planet gear roots (320-400 MPa), confirming crack initiation locations. A 2-mm deep crack was modeled at the most stressed tooth root for subsequent dynamic analysis.

Gear System Parameters
Component Teeth Module (mm) Face Width (mm)
Sun Gear 18 2 30
Planet Gear 27 2 30
Ring Gear 72 2 30

The rigid-flexible coupling model achieved 98.7% speed ratio accuracy compared to theoretical values, validating model reliability. Vibration signals from ring gear monitoring points showed distinct modulation patterns:

Dominant Frequency Components
Peak Frequency (Hz) Frequency Relationship
126 $$3f_m – f_p – f_h$$
132 $$3f_m – f_p – 2f_h$$
144 $$f_m$$
156 $$f_m + 2f_p + f_h$$

The vibration spectrum demonstrates two critical phenomena:

  1. Amplitude modulation between meshing frequency and planet gear fault frequency:
    $$A(t) = A_m[1 + \beta\cos(2\pi f_p t)]\cos(2\pi f_m t)$$
    where $$A_m$$ = nominal amplitude, $$\beta$$ = modulation index (0.32 in this case).
  2. Sideband generation around meshing harmonics:
    $$f_{sideband} = nf_m \pm kf_p \pm mf_h$$
    where n, k, m = integers (1,2,3…)

Three key findings emerge from the analysis:

  1. Cracked planet gears produce characteristic sidebands spaced at $$f_p$$ (5.33Hz) around meshing frequency harmonics
  2. The 2nd harmonic (288Hz) shows 24.7% higher amplitude modulation depth than fundamental frequency
  3. Flexible ring gear modeling increases fault component visibility by 38% compared to fully rigid models

This methodology enables early detection of planet gear cracks through vibration signature analysis, particularly monitoring $$f_m \pm f_p$$ components. The rigid-flexible coupling approach provides superior diagnostic capability while maintaining computational efficiency – simulation time increased only 22% compared to pure rigid-body models.

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