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
More about Predictive Maintenance: www.altexsoft.com/blog/predic...
www.altexsoft.com/blog/fleet-...
Learn more about AltexSoft: www.altexsoft.com
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Sources:
[ 1 ] books.google.com.ua/books/abo...
[ 2 ] www.scribd.com/document/58676...
[ 3 ] www.sciencedirect.com/topics/...
Music in video by EpidemicSound (www.epidemicsound.com)
#predictivemaintenance #preventivemaintenance #supervisedlearning #unsupervisedlearning

[@divyanshoze8962]

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 KZbin'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 🎉

[@AltexSoft]

Good luck with your PhD )

[@toroitichpatrickyegon4866]

Lovely. I would love to see your work. Looking forward to Phd Program touching on maintenance, project management and disaster management.

[@cesaravalos7591]

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

[@mouadbennoun908]

amazing video, great explanation, thank you

[@Mrc93bpf]

This video is sooo well done.

[@anushs8637]

Brilliant work

[@Kikis9311]

Wow that was amazing 🤩 thank you guys

[@AltexSoft]

Glad you enjoyed it

[@khaninp]

Very good knowledge dissemination lecture

[@user-mm2vg9uw7v]

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?

[@testg4andmmm129]

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.

[@testg4andmmm129]

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

[@bryssshinigami8232]

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

[@AltexSoft]

One of the common ways is to use various time-series-based degradation models.

[@_mantard]

Metal Gear?!

[@xylon288]

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