High 1X is not always unbalance
Why a running-speed peak is a symptom—and which evidence should be checked before recommending balancing.
Read article →
Public Knowledge Hub
Technical thinking for field decisions.
Standards-aware notes on vibration analysis, condition monitoring and rotating-equipment reliability. Public articles explain principles and reasoning without publishing client, plant or proprietary information.
Standards firstCurrent applicable references are identified.
Context mattersTendencies are not presented as universal rules.
Evidence before actionSymptoms are separated from confirmed causes.
Article library
Useful, reviewable and technically bounded.
Every published note identifies its scope, limitations and source foundation. Articles under review remain clearly marked until their technical content is ready.
From raw signal to a useful decision
How acquisition, resolution, windowing and processing choices influence the reliability of a conclusion.
Planned articleBalancing with context
Why operating state, measurement quality and verification matter as much as the correction calculation.
Planned articleKnowledge boundary
Education is public. Sensitive application remains controlled.
Public material uses generic diagrams and engineering principles. Detailed datasets, client reports, internal limits, asset histories and proprietary procedures are not published.
Professional access →