ID Fan Structural Resonance RCA
Case Study: ID Fan Structural Resonance RCA
Section titled “Case Study: ID Fan Structural Resonance RCA”Sources:
newdocs/ID Fan.pdf— Field vibration data and diagnosis (Indian Institute for Production Management)newdocs/Fundamentals_to_RCA_Structural_Resonance_ID_Fan.pptx— Physics-based RCA training (Dibyendu De)
Equipment
Section titled “Equipment”- Equipment: Hot Zone ID Fan
- Motor: 1200 KW
- RPM: 994 (VFD-driven, variable speed 700–945 RPM)
- Drive: VFD installed 2023, commissioned 2022
- Coupling: Metallic disc spacer (flexible disc)
- Fan bearings: Spherical roller bearings, oil lubrication
- Foundation: Rigid, ground level, concrete floor + steel frame
- ISO Class: III (acceptable: 4.5 mm/s, still acceptable: 11.2 mm/s)
- Monitoring points: 4 bearings (MNDE, MDE, FDE, FNDE), tri-axial (H, V, A)
Field Observations
Section titled “Field Observations”Symptoms
Section titled “Symptoms”- Speed-dependent vibration: increases in specific RPM bands
- Directional change: axial vs horizontal dominance varies with speed
- Alignment and bolt tightening performed, but vibration persists
- VFD installation preceded onset of the problem
- Motor base bolts unable to tighten properly (damaged threads)
- Multiple shims discovered under motor base
Vibration Data (velocity mm/s RMS)
Section titled “Vibration Data (velocity mm/s RMS)”At 945 RPM:
| Point | H | V | A |
|---|---|---|---|
| MNDE (1) | 2.34 | 1.99 | 1.82 |
| MDE (2) | 5.26 | 2.61 | 1.55 |
| FDE (3) | 1.75 | 1.92 | 3.04 |
| FNDE (4) | 1.83 | 0.54 | 1.34 |
At 700 RPM:
| Point | H | V | A |
|---|---|---|---|
| MNDE (1) | 1.24 | 1.33 | 1.21 |
| MDE (2) | 3.64 | 1.89 | 1.59 |
| FDE (3) | 2.18 | 2.06 | 3.74 |
| FNDE (4) | 0.98 | 0.36 | 0.74 |
Key: MDE-H at 945 RPM (5.26 mm/s) exceeds marginal threshold. FDE-A consistently elevated (3.04–5.22 mm/s across speeds).
Spectral Analysis
Section titled “Spectral Analysis”- 945 RPM: Dominant 1X peak at MDE-H indicates soft foot at motor base
- 700 RPM: 1X and 2X peaks indicate misalignment. Axial vibration at fan drive end increases with speed reduction.
Phase Analysis
Section titled “Phase Analysis”- Phase angle 158 deg at 945 RPM, 175 deg at 700 RPM
- Phase variation with speed suggests non-synchronous behavior and structural resonance crossing
Root Cause Analysis (Physics-Based)
Section titled “Root Cause Analysis (Physics-Based)”Why Procedural Fixes Failed
Section titled “Why Procedural Fixes Failed”- Actions focused on symptoms (alignment, bolts) rather than governing physics
- Assumed constant stiffness and rigid boundary conditions
- Ignored speed as an independent variable
- Corrections could not survive operating conditions
Physics Model
Section titled “Physics Model”All rotating machines can be locally approximated as a Single Degree of Freedom (SDOF) system:
m x'' + c x' + k x = F(t)- Natural frequency:
omega_n = sqrt(k / m) - Frequency ratio:
r = Omega / omega_n - Peak response at resonance (
r ~ 1)
Key Insight: Structural Resonance
Section titled “Key Insight: Structural Resonance”- VFD allows excitation across a wide speed range, exposing resonances hidden at fixed speed
- Effective stiffness includes base, bolts, shims, grout, and frame
- Stacked shims and loose anchors reduced
k, introducing nonlinearity - Nonlinear stiffness (
k*x + alpha*x^2) generates even harmonics (2X) without impacts - Phase instability across speeds confirms resonance crossing, not just misalignment
True Root Cause
Section titled “True Root Cause”Variable-speed excitation intersected structural natural frequencies. Effective stiffness and boundary conditions were unstable. Soft foot and misalignment were symptoms, not root causes.
Corrective Action Sequence (Order Matters)
Section titled “Corrective Action Sequence (Order Matters)”- Structural correction — Restore base stiffness: remove stacked shims, proper grouting, replace damaged bolts
- Verify resonance shift — Speed sweep to confirm natural frequency moved out of operating range
- Apply alignment — Only after structural stability is achieved
- Validate — Full operating speed range verification
- VFD skip bands — If resonance cannot be fully eliminated, program VFD to skip problematic RPM bands
RAPID AI Relevance
Section titled “RAPID AI Relevance”This case demonstrates several Module B fault patterns:
- Foundation rules (structural resonance, soft foot)
- Coupling rules (misalignment symptoms)
- AFB rules (bearing point vibration patterns)
- Speed-dependent behavior requires trend analysis across operating conditions (Module B.2)
- Directional ratio changes (H vs A dominance shift) are key Module B discriminators
- The failure of procedural fixes validates the physics-based approach underlying RAPID AI