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Finding Correlations

User: "Papad"
Papad
New Altair Community Member
Updated by Jocelyn
Hello everyone,
I want to make a flow in order to find correlations between some attributes of a machine.
The attributes are like speed, pressure, alarms etc. 
How can I do it?
Also, suppose that I have live data. If I use historical data like all these, is it possible to create a neutral network 
in order to find the next alarms in the future?
Any ideas for other kind of modeling are welcome.
Thanks in advance.

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Correlation
Deep Learning + Neural Nets
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    User: "varunm1"
    varunm1
    New Altair Community Member
    Accepted Answer
    Updated by varunm1
    Hello @Papad

    There is a correlation matrix operator that will provide us with the correlation between different attributes in a dataset.

    Coming to the neural network, you can train the network on historical data and feed the live data to make predictions.

    Please inform if you need more information.

    Thanks
    User: "lionelderkrikor"
    lionelderkrikor
    New Altair Community Member
    Hi @Papad,

    A good starting point, if you want to perform some predictive maintenance, is the process :  
    "Predictive Maintenance on Turbofan engines" in the "Community Samples" / "Community Real Worls Use Cases".

    Regards,

    Lionel 
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