What is Predictive Maintenance?

In this video we'll have a look at how maintenance has evolved from checking airplanes every 50 hours to detecting failures before they happen and even predicting the time when a machine stops. Let's talk about predictive maintenance

0:00 Waddington effect
1:03 Preventive maintenance
2:46 What’s wrong with preventive maintenance?
4:40 Reliability-centered maintenance
6:15 Condition monitoring
11:30 How real predictive maintenance works
15:29 Hybrid predictive maintenance

Sources:

#predictivemaintenance #preventivemaintenance #supervisedlearning #unsupervisedlearning

[divyanshoze]

It's amazing how I'm working on a ML thesis project while interning at an OEM, and I stumbled upon this video which was literally released a couple of hours before. Talk about Youtube's Recommendation System, Bravo.

[Mohankumardash]

I am doing my phd in AI based conditions monitoring and this video summerizes my literature review in 20 mins. Great work 🎉

[Amna_Amier]

This was very usefull vedio for me, brilliant work

[cesaravalos]

Great Stuff. As a IT SRE I find this information very informative.

[khaninp]

Very good knowledge dissemination lecture

[KACEDR]

Thank you for the video.
I have a question, is there any benchmark that has historical time-series data of some sensors to use in my work?

[mouadbennoun]

amazing video, great explanation, thank you

[bryssshinigami]

What techniques can you se to predict RUL when you have thresholds?

[mohammednisham]

Interesting how i just recieved a proposal from a Defence hardware manufacturer to integrate/build predictive maintanence into their hardware

[testgandmmm]

2:46 Everytime u breakApart/assembly an complex object,

it has a risk to be not the way its before u fiddled with it.

The More parts, the more youll likely to mess up.

[testgandmmm]

15:38 besides the fact that we love aviation,
we wouldn't want to be inside that machine when it crashes down.

[xylon]

hahahaha, at lease Elon is billionaire. while you, still content creator thru youtube and consultancy job, you havent reached 1billion worth