Data Analysis
Data Analysis (Vibration & Condition Monitoring)
If a machine is vibrating, balancing alone may not be the full answer. Our data analysis service helps identify the real root causeâ€â€unbalance, misalignment, looseness, resonance, bent shaft, bearing defects or process-related issuesâ€â€so your maintenance actions fix the problem permanently.
What we analyze
- Overall vibration, velocity/acceleration and displacement
- Spectrum (FFT) and time waveform
- Phase analysis and run-up/coast-down checks
- Bearing condition indicators and fault frequencies
Deliverables
- Diagnostic findings with supporting plots
- Clear recommendations (balancing, alignment, tightening, bearing replacement, resonance mitigation)
- Follow-up verification readings after corrective action
Why Choose Advance Balancing Service?
Accurate Diagnosis
Data-driven findings to prevent repeat failures and unnecessary part changes.
Actionable Reports
Clear recommendations that maintenance teams can implement immediately.
Our Few Benefits
Data analysis turns vibration readings into a clear maintenance plan so issues are resolved at the root cause.
Benefits of vibration analysis
- Faster troubleshooting and less downtime
- Reduced repeat failures and spare consumption
- Better planning for shutdowns and overhauls
When should we request vibration data analysis?
Request analysis when vibration increases, bearings fail repeatedly, noise appears, or after major repairs/overhauls. The sooner the root cause is identified, the lower the risk of secondary damage.
Can you differentiate unbalance, misalignment and looseness?
Yes. We use spectrum patterns (FFT), phase relationships, waveforms and operating conditions to separate common faults and recommend the right corrective action.
What does the report include?
Your report includes measurement points, overall readings, plots/spectrums, diagnosis summary, recommended actions and follow-up verification results (when applicable).
Can you support onsite corrective work after diagnosis?
Yes. Depending on the case, we can support onsite balancing, recommend alignment actions, and verify improvements after the corrective work is completed.
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