How to Get RUL Value?

[Yusufhr02]

Hi, im so interesting with your code. I'm still learning about predictive maintenance, but i don't know how to get RUL value there. Is there any code can produce that? Because I wan't to modify it to my project but not about Engine airplane

Big hopes you will reply me,
Thanks

[tdunning]

Remaining Useful Life (RUL) is just one parameter that you can build a model to predict. What kind of system are you looking at? What historical data do you have? What is the machine learning experience of your team?

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On Tue, Aug 2, 2022 at 7:54 AM Yusufhr02 ***@***.***> wrote: Hi, im so interesting with your code. I'm still learning about predictive maintenance, but i don't know how to get RUL value there. Is there any code can produce that? Because I wan't to modify it to my project but not about Engine airplane Big hopes you will reply me, Thanks — Reply to this email directly, view it on GitHub <#4>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AAB5E6XCJCLMFOVCJDLMKX3VXEZDZANCNFSM55LPES7A> . You are receiving this because you are subscribed to this thread.Message ID: ***@***.***>

[TheIndianBro]

Hi, Me and My team are working on a Predictive Maintenance model for Industry 4.0.We just saw the work you did but didnt get the origin of the data like of which machine the data is of and in which year it was collect.If possible pl. can u provide a breif info of this dataset.

Pl. reply a humble request Sir
Thanking You,
Machine Learning Enthusiast

[tdunning]

As it says in the README file, the data for this demo is a simulated heating/ventilation/air conditioning (HVAC) system.

This simulation includes normal activity changes due to active use as well as thermal inputs from solar effects. It is not intended to be super realistic, but does mean to be realistic enough to see plausible effects. It is a demo. Such a system undergoes various degradations over time according to usage due to mineral buildup in chiller plants, dirt in fans, lack of lubrication and so on.

Another example of a similar simulation can be found here:

https://github.com/tdunning/freezer

In addition, the log-synth system can generate more or less realistic time series data.

[TheIndianBro]

Thankyou so much Sir. Happy to connect with you.
Can we connect through any other social media platform(X or WhatsApp or any messaging App) like me and my team would have more doubts and also need genuine guidance from an Industry 4.0 expert.

A humble Request Sir.

[tdunning]

Sure. I am @ted_dunning on Twitter. @[email protected]
mastodon.social on Mastodon and on Bluesky, I am @tdunning.bsky.social