---
title: enDAQ Blog for Data Sensing and Analyzing | Jake Zwart
description: "Jake Zwart specializes in vibration analysis to add value to companies, assisting them in providing a more uniform product and reducing failures.  Initially Jake only used commercial software but his interest in the underlying concepts and shortcomings of commercial systems nudged him into developing additional algorithms. Jake has no ties to any company mentioned in his blogs unless explicitly stated. \n<br>\n<br>\nMore information is available on his <a href=\"http://www.spectrum-tec.com\" title=\"spectrum-tec website\">website.</a> Or contact him directly via  \n<a href=\"mailto:jake.zwart@spectrum-tec.com\" target=\"_top\">email.</a>"
---

[![endaq blog logo](https://blog.endaq.com/hubfs/endaq-blog-logo.svg "endaq blog logo")](https://blog.endaq.com)

- [ENDAQ.COM](https://www.endaq.com/)
- [HELP CENTER](https://support.endaq.com)
- [CLOUD](https://endaq.com/collections/endaq-cloud-remote-vibration-monitoring)
- [CONTACT](https://endaq.com/pages/contact)

[View All Blog Posts](https://blog.endaq.com)

![blog-header-bkgd](https://blog.piezo.com/hs-fs/hubfs/blog-header-bkgd.jpg?width=1598&name=blog-header-bkgd.jpg "blog-header-bkgd")

### Blog for high performance data sensing platforms for many industries.

#### Learn More About Data Acquisition & Analysis

<https://blog.endaq.com/envelope-analysis-for-condition-monitoring-of-bearings>

[Amplitude Demodulation for Condition Monitoring of Bearings](https://blog.endaq.com/envelope-analysis-for-condition-monitoring-of-bearings)

[Jake Zwart](https://blog.endaq.com/author/jake-zwart)

### Data Acquisition & Analysis Blog

![np_search_731296_FF6600](https://blog.endaq.com/hubfs/np_search_731296_FF6600.svg "np_search_731296_FF6600")

### Choose Category

- [Accelerometers & Sensors (15)](https://blog.endaq.com/tag/accelerometers-sensors)
- [Analysis Software (6)](https://blog.endaq.com/tag/analysis-software)
- [Comparison (11)](https://blog.endaq.com/tag/comparison)
- [Data Acquisition (19)](https://blog.endaq.com/tag/data-acquisition)
- [Data Analysis (45)](https://blog.endaq.com/tag/data-analysis)
- [Experiment Design (6)](https://blog.endaq.com/tag/experiment-design)
- [Experimental Data (8)](https://blog.endaq.com/tag/experimental-data)
- [How To (14)](https://blog.endaq.com/tag/how-to)
- [machine learning (5)](https://blog.endaq.com/tag/machine-learning)
- [Python (18)](https://blog.endaq.com/tag/python)
- [Structural Health Monitoring (12)](https://blog.endaq.com/tag/structural-health-monitoring)
- [Transport Monitoring (6)](https://blog.endaq.com/tag/transport-monitoring)

This is a search field with an auto-suggest feature attached.

- There are no suggestions because the search field is empty.

Jake Zwart specializes in vibration analysis to add value to companies, assisting them in providing a more uniform product and reducing failures. Initially Jake only used commercial software but his interest in the underlying concepts and shortcomings of commercial systems nudged him into developing additional algorithms. Jake has no ties to any company mentioned in his blogs unless explicitly stated.

 More information is available on his [website.](http://www.spectrum-tec.com) Or contact him directly via [email.](mailto:jake.zwart@spectrum-tec.com)

<https://blog.endaq.com/envelope-analysis-for-condition-monitoring-of-bearings>

[Amplitude Demodulation for Condition Monitoring of Bearings](https://blog.endaq.com/envelope-analysis-for-condition-monitoring-of-bearings)

[Jake Zwart](https://blog.endaq.com/author/jake-zwart)

▲ TOP

[LEARN](https://endaq.com/pages/learn-sensors-data-acquisition-analysis)

[BUY](https://endaq.com/buy-slam-stick-shock-vibration-sensors)

[ANALYZE](https://endaq.com/pages/data-analysis-software)

[PLATFORM](https://endaq.com/pages/platform-roadmap)

<https://www.linkedin.com/shareArticle?mini=true&url=https://blog.endaq.com/author/jake-zwart&title=enDAQ+Blog+for+Data+Sensing+and+Analyzing+%7C+Jake+Zwart&summary=Jake+Zwart+specializes+in+vibration+analysis+to+add+value+to+companies%2C+assisting+them+in+providing+a+more+uniform+product+and+reducing+failures.++Initially+Jake+only+used+commercial+software+but+his+interest+in+the+underlying+concepts+and+shortcomings+of+commercial+systems+nudged+him+into+developing+additional+algorithms.+Jake+has+no+ties+to+any+company+mentioned+in+his+blogs+unless+explicitly+stated.+%0A%26lt%3Bbr%26gt%3B%0A%26lt%3Bbr%26gt%3B%0AMore+information+is+available+on+his+%26lt%3Ba+href%3D%26quot%3Bhttp%3A%2F%2Fwww.spectrum-tec.com%26quot%3B+title%3D%26quot%3Bspectrum-tec+website%26quot%3B%26gt%3Bwebsite.%26lt%3B%2Fa%26gt%3B+Or+contact+him+directly+via++%0A%26lt%3Ba+href%3D%26quot%3Bmailto%3Ajake.zwart%40spectrum-tec.com%26quot%3B+target%3D%26quot%3B_top%26quot%3B%26gt%3Bemail.%26lt%3B%2Fa%26gt%3B> <https://www.reddit.com/submit?url=https://blog.endaq.com/author/jake-zwart&title=enDAQ+Blog+for+Data+Sensing+and+Analyzing+%7C+Jake+Zwart&summary=Jake+Zwart+specializes+in+vibration+analysis+to+add+value+to+companies%2C+assisting+them+in+providing+a+more+uniform+product+and+reducing+failures.++Initially+Jake+only+used+commercial+software+but+his+interest+in+the+underlying+concepts+and+shortcomings+of+commercial+systems+nudged+him+into+developing+additional+algorithms.+Jake+has+no+ties+to+any+company+mentioned+in+his+blogs+unless+explicitly+stated.+%0A%26lt%3Bbr%26gt%3B%0A%26lt%3Bbr%26gt%3B%0AMore+information+is+available+on+his+%26lt%3Ba+href%3D%26quot%3Bhttp%3A%2F%2Fwww.spectrum-tec.com%26quot%3B+title%3D%26quot%3Bspectrum-tec+website%26quot%3B%26gt%3Bwebsite.%26lt%3B%2Fa%26gt%3B+Or+contact+him+directly+via++%0A%26lt%3Ba+href%3D%26quot%3Bmailto%3Ajake.zwart%40spectrum-tec.com%26quot%3B+target%3D%26quot%3B_top%26quot%3B%26gt%3Bemail.%26lt%3B%2Fa%26gt%3B> <https://twitter.com/intent/tweet?source=https://blog.endaq.com/author/jake-zwart&text=enDAQ+Blog+for+Data+Sensing+and+Analyzing+%7C+Jake+Zwart%20-%20https://blog.endaq.com/author/jake-zwart> [mailto:?subjetc=&body=enDAQ+Blog+for+Data+Sensing+and+Analyzing+%7C+Jake+Zwart%20-%20https://blog.endaq.com/author/jake-zwart](mailto:?subjetc=&body=enDAQ+Blog+for+Data+Sensing+and+Analyzing+%7C+Jake+Zwart%20-%20https://blog.endaq.com/author/jake-zwart)