Finding Correlations
Papad
New Altair Community Member
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.
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.
0
Best Answer
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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.
Thanks5
Answers
-
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.
Thanks5 -
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,
Lionel3