Getting Started with Predictive Maintenance

This video explains different maintenance strategies and walks you through a workflow for developing a predictive maintenance algorithm.

Predictive maintenance lets you find the optimum time to schedule maintenance by estimating time to failure. It also pinpoints problems in your machinery and helps you identify the parts that need to be fixed. Using predictive maintenance, you can minimize downtime and maximize equipment lifetime.

This video uses a triplex pump example to walk you through the predictive maintenance algorithm steps. To develop an algorithm, you need a large set of sensor data collected under different operating conditions. In cases, where sensor data is not enough, you can use simulation data that is representative of failures by creating a model of your machine and simulating faulty operating conditions. For more information on generating failure data using Simulink®, please check out the links given below.

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[MATLAB]

Correction: Between 2:59 – 3:16, the fluid viscosities shown in the image on the right should be swapped: high viscosity for Alaska, low viscosity for Texas.

[hisashen]

Thanks, this instruction give me a new concept between the Predictive maintenance(PvM) and Machine Learning(ML).

[gajananramchandrameshram]

Nice discussion about type of machine maintenance, thank you for sharing technical knowledge

[ahsanahmad]

Shouldn't there be an input parameter for the age of the parts and another for how many hours the system has run?

[causeformayhem]

Damn Matlab. This is a great presentation. I've learned so much. Thank you

[kammelna]

Thanks for sharing this.
I am new in this subject but I need to know if there is any toolbox used to extract features using Matlab and some examples on it?
Regards

[hojodisag]

Thanks! great videos about predictive maintenance :))

[amitkumarsharma]

please share predictive maintenance calander

[cagryeni]

As bayrakları as as as :) Great video. Thanks.

[naviddavanikabir]

what machine learning or deep learning algorithms are most relevant in predictive maintenance, like for mechanical machinery? I want to focus on them.
thank you in advance.

[aarontsui]

Where can I get documentation about this video? Thanks.

[ProfeARios]

Nice video. Thank you for sharing. BTW, you are very beautiful 😍

[TechyJi]

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