KHAINGSVIBRATION ANALYSIS

Analyst-grade vibration reports in minutes.

Upload route data. Tested deterministic code computes every number — ISO 20816 classification, bearing fault RCA, computed confidence. An AI drafts the narrative; a verifier checks every claim against the math. You review and sign.

BENCHMARKED IN PUBLIC · CWRU · MFPT · 2 MW WIND TURBINE NO ACCOUNT · PROCESSED & DELETED DRAFT — ANALYST REVIEW REQUIRED

Upload · one machine per report

Measurements · up to 3 channels, one machine
CSV · XLSX (our template) · UFF/UNV · WAV · .MAT — max 25 MB
Upload what you measured — one channel is fine; three enables full directional analysis.
Exporting from AMS, @ptitude, or System 1? Email the file — most formats added within days.
Only used for CSV/XLSX uploads; ignored for UFF, WAV, and .MAT. Multi-channel is spectrum-only.
Machine
Use an alias — we don’t need the real name.
Units · prevents the #1 severity error
Deterministic analysis in seconds; drafted report in about a minute. Your raw file is deleted the moment analysis finishes.

How a report is made

1

Deterministic analysis

Tested code computes every number: ISO 20816 zones, trend, bearing fault frequencies, evidence-scored confidence. Same input, same output — auditable.

2

AI drafting

A language model writes the narrative into a report template. It can investigate with read-only tools. It never computes or changes a number.

3

Verification & review

Every claim in the draft is checked against the computed results — mismatches fail the job. You get a DRAFT to review and sign. The signature stays human.

Agentic where it helps. Deterministic where it matters. Honest where it can’t assess — every limitation is stated, with the measurement that resolves it.