What is Predictive Maintenance?

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  • čas přidán 23. 07. 2024
  • 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
  • Věda a technologie

Komentáře • 19

  • @divyanshoze8962
    @divyanshoze8962 Před rokem +6

    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 CZcams's Recommendation System, Bravo.

  • @cesaravalos7591
    @cesaravalos7591 Před rokem +1

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

  • @Mohankumardash
    @Mohankumardash Před rokem +2

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

    • @AltexSoft
      @AltexSoft  Před rokem +1

      Good luck with your PhD )

    • @toroitichpatrickyegon4866
      @toroitichpatrickyegon4866 Před rokem +1

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

  • @mouadbennoun908
    @mouadbennoun908 Před rokem

    amazing video, great explanation, thank you

  • @Mrc93bpf
    @Mrc93bpf Před 3 měsíci

    This video is sooo well done.

  • @anushs8637
    @anushs8637 Před 6 měsíci

    Brilliant work

  • @Kikis9311
    @Kikis9311 Před rokem

    Wow that was amazing 🤩 thank you guys

  • @khaninp
    @khaninp Před rokem

    Very good knowledge dissemination lecture

  • @mohammednisham3211
    @mohammednisham3211 Před 6 dny

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

  • @user-mm2vg9uw7v
    @user-mm2vg9uw7v Před 8 měsíci

    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?

  • @bryssshinigami8232
    @bryssshinigami8232 Před rokem

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

    • @AltexSoft
      @AltexSoft  Před rokem

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

  • @testg4andmmm129
    @testg4andmmm129 Před 9 měsíci

    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
    @testg4andmmm129 Před 9 měsíci

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

  • @_mantard
    @_mantard Před 7 měsíci

    Metal Gear?!

  • @xylon288
    @xylon288 Před 2 měsíci

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