Key Takeaways
Analyzing vibration shouldn't be difficult. Here are a few software packages to make it easier.
- enDAQ Lab lets you quickly and easily look at enDAQ sensor data in both the time and frequency domain for each of its sensors.
- enDAQ Cloud is a great way to access both enDAQ and other formats of data, and run customizable reports, all from the cloud.
- There are many python libraries and sample code enDAQ data that can be refrenced to help get you started with analysis.
- Other great software packages exist in many different price points with different capabilities ranging from FFTs and PSDs to evaluating FEM models.
Introduction
Gathering vibration data can be a complicated and laborious task, analyzing that data shouldn't also always have to be so complicated!
In my last post I covered 7 programming options for vibration analysis. These offer the greatest analysis flexibility; but sometimes they require an advanced knowledge of the computing language and analysis fundamentals which not everyone has. Standalone graphical user interfaces (GUIs) are nice for providing that initial overview of your data and performing some analysis.
But wading through the sea of software options out there can be daunting. In this post I'll provide some software packages which I've heard good things about or have used myself. Hopefully with the links provided here you can find an option that you're comfortable with and one that can get you back to vibration analysis!
I'll cover:
Free Standalone Software Options
1. enDAQ Lab
2. enDAQ Cloud
3. VibrationData ToolBox
4. DADiSP
5. DPlot
6. m + p International
7. ProAnalyst
8. FEMtools
Free Standalone Software Options
There are a wide range of standalone software packages available for purchase; but let’s first identify a couple free ones.
1) enDAQ Lab
The enDAQ Lab is available for free along with some example recording files. This software currently only works with enDAQ sensors recording files. The software only has basic analysis capabilities but it covers the major ones typically needed: FFT, PSD, spectrogram, unit conversion, and general plotting. Data can also be exported to MATLAB or CSV (readable by Excel, Python, and other software) for follow-on analysis.
2) enDAQ Cloud
The enDAQ Cloud platform has a lot of functionality in its free tier to analyze shock and vibration data quickly and easily. Unlike the Lab, it can both analyze data generated from enDAQ sensors and allow for CSV imports! The standard/free reports will:
- Summarize vibration datasets into the resultant (often we have triaxial acceleration data): peak acceleration, peak pseudo velocity, RMS acceleration, RMS velocity and RMS displacement
- Present the time history at the peak, again computing the resultant along with the x, y, and z axis
- Computing a nice clean power spectral density for all axes and resultant
- Computing a pseudo velocity shock spectrum for all axes and resultant
Example of interactive and customizable report generation in the enDAQ Cloud
These reports that are generated are highly interactive right from the web browser so no installation is required! The reports can be shared with a URL if you provide the log-in details too. The reports can be exported also and then converted to CSV or HTML files per plot for further analysis. All the summary metrics are also available to export as a CSV file.
All that functionality just mentioned is available in the free tier, but there are paying tiers that allow you to completely customize with your own code. They also expand the amount of storage, number of wireless connected sensors, and expose an API.
If you have a W-series enDAQ device, you can connect it to Wi-Fi and every time it finishes a recording it will send it to the cloud where you can run a report on the data. This means that you can continuously get data from a device, without having to physically access the device so you can put it in places that are harder to access.
3) VibrationData Toolbox
Tom Irvine offers both a MATLAB and Python version of his signal analysis and structural dynamics software GUI. These offer great versatility because it has a nice GUI which is easy to work with; but all the source code is available if you need to take the next step and perform your own custom analysis. In nearly all of his webinars he will go through an example that uses these software packages so you can quickly see the power and ease of use of these analysis options.
enDAQ also partnered with him to compile this toolbox so that folks can use it even without having a MATLAB license. This can be downloaded for free on our website along with some more information on all this free tool has to offer.
Python Open Source Projects
If you feel more comfortable with doing vibration analysis on your own using Python, there are many useful libraries and open source projects that you can use and reference. I have made a list here with some of our other blog posts and a short summary for each one.
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How to Preprocess Vibration Data for Machine Learning (Step-by-Step Guide)
- Talks about how to extract the important pieces of vibration data to build a good machine learning model. Then it provides code and example models and how to test the validity of those models.
- Detecting Anomalies in Belt-Driven System with Machine Learning
- Provides examples and code on how to make different kinds of anomaly detection models.
- Creating a Digital Twin using Vibration Measurements
- Provides examples for how to create a digital twin with an enDAQ, and how data taken in the real world can be applied to an FEM simulation.
- Detecting Bolt Looseness Using an Accelerometer
- Shows how to apply different analysis methods to vibration data do detect changing bolting conditions.
Analysis Software Products (they cost money)
The following represent a select few of many different standalone GUIs available on the market for vibration analysis. These will typically cost around $5K or more but offer some unique benefits over writing your own code, namely a time savings advantage.
4) DADiSP
DADiSP is an alternative and hybrid between the ease of use of Excel spreadsheets with the flexibility and computational power you get with MATLAB or similar programming languages. It has over a thousand different functions for analyzing and visualizing your data and we recommend it for engineers who like having a software package that they can visually interact with without needing to write too much (or any at all) code.
5) DPlot
DPlot is the cheapest option on the list (besides the free ones above) and only costs $229 per license. I've had several enDAQ customers recommend this software package for analyzing and plotting vibration data; and so in turn, I've recommended it to a lot of folks that are cost-conscious.
6) m+p International
This company specializes in vibration testing, specifically modal. They have a variety of hardware products for data acquisition but also some software packages for post processing and analyzing data in real-time. Their m+p analyzer can interface with their hardware for real time analysis but is also useful in handling large datasets and post processing vibration data.
7) ProAnalyst
Xcitex’s ProAnalyst software is unique in that it uses video for determining vibration levels and analyzing them. Seems like a very powerful tool that can simplify the hardware setup! The costs don’t seem too ludicrous either, only $2,495 for their introductory edition. It quickly starts climbing towards $10K and beyond though for the professional edition and different toolkits.
8) FEMtools
For modal analysis and validating CAD models with experimental data, FEMtools is a very powerful tool. It can also be used for general post processing of time history vibration data.
Conclusion and More Resources
Hopefully this list gives you a good idea of what's out there for analysis software for your specific vibration analysis needs.
If you'd like to learn a little more about various aspects in shock and vibration testing and analysis, download our free Shock & Vibration Testing Overview eBook. This overview features some examples, background, and a ton of links to where you can learn more. And, as always, don't hesitate to reach out to us if you have any questions!
Related Posts:
- Your Best 7 Options for Vibration Analysis Programming
- Top 9 Accurate Wireless Vibration Monitoring Systems
- How To Develop a Vibration Test Standard PSD from Experimental Data
For more on this topic, visit our dedicated Vibration Loggers & Vibration Sensors resource page. There you’ll find more blog posts, case studies, webinars, software, and products focused on your vibration testing and analysis needs.
