---
title: enDAQ Blog for Data Sensing and Analyzing | Chee Keong Ng
description: Mechanical engineer with 15 years of experience in vibration analysis and isolation for land defense platforms, with additional expertise in the railway industry. Experienced in failure analysis, dynamic system performance, and improving the durability and reliability of critical components under demanding operational conditions.
---

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<https://blog.endaq.com/decoding-machinery-vibrations-excitation-frequencies-and-their-role>

[Decoding Machinery Vibrations: Excitation Frequencies and Their Role](https://blog.endaq.com/decoding-machinery-vibrations-excitation-frequencies-and-their-role)

[Chee Keong Ng](https://blog.endaq.com/author/chee-keong-ng)

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Mechanical engineer with 15 years of experience in vibration analysis and isolation for land defense platforms, with additional expertise in the railway industry. Experienced in failure analysis, dynamic system performance, and improving the durability and reliability of critical components under demanding operational conditions.

<https://blog.endaq.com/decoding-machinery-vibrations-excitation-frequencies-and-their-role>

[Decoding Machinery Vibrations: Excitation Frequencies and Their Role](https://blog.endaq.com/decoding-machinery-vibrations-excitation-frequencies-and-their-role)

[Chee Keong Ng](https://blog.endaq.com/author/chee-keong-ng)

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