How to Use Machine Learning for Predictive Maintenance

  Рет қаралды 63,629

RealPars

RealPars

Күн бұрын

Пікірлер
@kenbourke8016
@kenbourke8016 2 жыл бұрын
Looking forward to seeing more ML content from RealPars. It seems like ML is going to change the way we approach maintenance but there are very few practical resources to learn about ML in industrial automation.
@JoseEnriqueEstarlichPera-wx7yy
@JoseEnriqueEstarlichPera-wx7yy Ай бұрын
Thanks for the video. Short and direct, perfect for my students
@realpars
@realpars Ай бұрын
Glad it was helpful! Happy learning✨
@Space_Tour1
@Space_Tour1 2 жыл бұрын
That's great , looking forward for the new courses as machine learning is becoming an integral part of multiple industries
@realpars
@realpars 2 жыл бұрын
Thank you, Sam!
@Ayman-ezzaki
@Ayman-ezzaki 2 жыл бұрын
Realpars just freaking rock ,thats awesome
@realpars
@realpars 2 жыл бұрын
Thank you so much, Ayman!
@Jorge_AS_Fernandes
@Jorge_AS_Fernandes 2 жыл бұрын
Hope to see more videos on this topic!
@realpars
@realpars 2 жыл бұрын
Thanks for your feedback, Jorge! I will happily go ahead and pass that on to our course developers. Happy learning!
@AlexandreSantos-gg9il
@AlexandreSantos-gg9il 2 жыл бұрын
RealPars is best in the world, from Brazil.
@realpars
@realpars 2 жыл бұрын
Thanks a millino, Alexandre!
@mohammedalbayati6617
@mohammedalbayati6617 2 жыл бұрын
Congratulations! Real parts is heading to an interesting direction!
@realpars
@realpars 2 жыл бұрын
Thanks for your feedback, Mohammed!
@vstar1335
@vstar1335 2 жыл бұрын
Great video! Thanks.
@realpars
@realpars 2 жыл бұрын
Glad you liked it!
@judahking6776
@judahking6776 2 жыл бұрын
RealPars u 4 the best !!!
@realpars
@realpars 2 жыл бұрын
Thanks a million!
@kevinkshaji
@kevinkshaji 2 жыл бұрын
Wait, isn't it the same as generating alarms based on tolerance?
@realpars
@realpars 2 жыл бұрын
Yes and no. If you are able to know the "normal" value of the parameter before running the equipment, then yes, tolerance would be the guideline for determining a problem. For new equipment, or processes where the conditions are dynamic, machine learning (modelling) can be very useful to determine the behavior of the machine in normal operation. But in either case, detection of a condition outside of the expected range will lead to an alarm, or alert.
@shamsiqamar7610
@shamsiqamar7610 2 жыл бұрын
This is very informative lecture. Thank you very much sir.
@realpars
@realpars 2 жыл бұрын
You are most welcome, Shamsi!
@lilnickproduction
@lilnickproduction Ай бұрын
Perfect
@wtomas250
@wtomas250 2 жыл бұрын
Except that it isnt that obvious when a motor is deviating from its optimal value, usually, for a point to be that far from the normal operation point, what you require is not a predictive maintenance, is more about corrective maintenance and replacing failing pieces that already damaged the motor
@wtomas250
@wtomas250 2 жыл бұрын
Most of the time, you require more expertise to be able to tell if a parameters is an anomaly, perhaps the same vibration could be considered normal at high speed and an anomaly at low speed.
@Ab01-p6p
@Ab01-p6p 2 жыл бұрын
@@wtomas250 we don’t ever consider Vibration normal specially at high speed ⚠️
@luciddream2033
@luciddream2033 2 жыл бұрын
Can you make detailed video on siemens kinematic tech objects? I think you would make an interesting video.
@realpars
@realpars 2 жыл бұрын
Thanks for your topic suggestion! I will happily go ahead and pass this on to our course developers.
@mansoor.r7251
@mansoor.r7251 2 жыл бұрын
Dear sir please post the resolver or RVDT Video
@realpars
@realpars 2 жыл бұрын
Thanks for your suggestion, Mansoor! Happy learning
@vijaykumar-m5p4s
@vijaykumar-m5p4s 4 ай бұрын
Predictive maintenance tools foresee equipment failures before they occur. SmythOS incorporates these tools to improve maintenance schedules and reduce downtime. #PredictiveMaintenance #ManufacturingAI #SmythOS
@bahadirm
@bahadirm 2 жыл бұрын
I still don't see the benefits of machine learning, if I can only use a single check, eg. IF (Sensor_A > 7) OR (Sensor_B > 7) THEN ... Or if I want to prevent false alarms, then I'd use rising triggers and a counter.
@miguelzavaleta9391
@miguelzavaleta9391 2 жыл бұрын
I think the point of this is for the model to adapt on its own to changing situations, otherwise you're right.
@abulfazibrahimov1990
@abulfazibrahimov1990 2 жыл бұрын
👍
@mohamedheshamsoliman3195
@mohamedheshamsoliman3195 2 жыл бұрын
Hope to see more videos on this topic!
@realpars
@realpars 2 жыл бұрын
More to come! Thanks for your support, Mohamed!
How to Use Machine Learning for Predictive Maintenance
5:33
RealPars
Рет қаралды 47 М.
What is Predictive Maintenance?
19:00
AltexSoft
Рет қаралды 17 М.
My scorpion was taken away from me 😢
00:55
TyphoonFast 5
Рет қаралды 2,7 МЛН
Beat Ronaldo, Win $1,000,000
22:45
MrBeast
Рет қаралды 158 МЛН
IL'HAN - Qalqam | Official Music Video
03:17
Ilhan Ihsanov
Рет қаралды 700 М.
UFC 310 : Рахмонов VS Мачадо Гэрри
05:00
Setanta Sports UFC
Рет қаралды 1,2 МЛН
ML Was Hard Until I Learned These 5 Secrets!
13:11
Boris Meinardus
Рет қаралды 350 М.
What is the Difference between Profibus and Profinet?
5:28
RealPars
Рет қаралды 793 М.
IoT based Predictive Maintenance Solution
3:07
MAC Machine Tools and Automation
Рет қаралды 15 М.
Getting Started with Predictive Maintenance
6:40
MATLAB
Рет қаралды 144 М.
Predictive Maintenance Explained
7:26
RealPars
Рет қаралды 78 М.
Transformers (how LLMs work) explained visually | DL5
27:14
3Blue1Brown
Рет қаралды 4,2 МЛН
My scorpion was taken away from me 😢
00:55
TyphoonFast 5
Рет қаралды 2,7 МЛН