Predictive Maintenance with MATLAB A Prognostics Case Study

Companies that make industrial equipment are storing large amounts of machine data, with the notion that they will be able to extract value from it in the future. However, using this data to build accurate and robust models that can be used for prediction requires a rare combination of equipment expertise and statistical know-how.
- Download the predictive maintenance ebook: bit.ly/2KYOQux
In this webinar we will use machine learning techniques in MATLAB to estimate remaining useful life of equipment. Using data from a real world example, we will explore importing, pre-processing, and labeling data, as well as selecting features, and training and comparing multiple machine learning models. We will show how MATLAB is used to build prognostics algorithms and take them into production, enabling companies to improve the reliability of their equipment and build new predictive maintenance services.
See what's new in the latest release of MATLAB and Simulink: goo.gl/3MdQK1
Download a trial: goo.gl/PSa78r

[@sendsatheeshable]

Awesome stuff. Thanks for making the video

[@subhashchandrarastogi7483]

Excellent Video. Congrats for putting so much of efforts

[@sendsatheeshable]

Hi, is there any possibility to obtain the live script file?

[@Pedritox0953]

Very interesting topic ! Like the graph of probabilities

[@ubongikafia5911]

Hallo Adam, Thank your for your presentation. How did you divide your TTF into 3 categories?

[@JDzone25]

Great video , can we get the demo code?

[@nikhilthoppil2798]

please provide a tutorial for regression model in supervised learning.

[@claudiopratella1130]

Hi, very interested video, is it possible to have demo code?

[@eleleugochukwu6805]

Thanks for sharing

[@jacobchen1205]

Hey Adam, awesome videos. How could get the Democodes?

[@devanggajjar6191]

If you got the code shown in this video if possible can you please share it with me.

[@michaeledward8264]

please can I get a demo and access to the data

[@xingshengqian2395]

Great presentation! Is the demo code shared somewhere? Or can you please share the demo code?

[@devanggajjar6191]

If you got the code shown in this video if possible can you please share it with me.

[@naviddavanikabir]

what machine learning or deep learning algorithms are most relevant in predictive maintenance, like for mechanical machinery? I want to focus on them.
thank you in advance.

[@Pedritox0953]

Depends of what you want, the goal is to determinate the main metrics to classify a machine operative without failure...

[@vizzuvijay4026]

a bit late to ask.. but I'm doing a project on predictive maintenance for my college project. can you recommend any deep learning algorithms. I studied a research and they used LSTM-RNN algorithm. Hoping to get a reply

[@willylagos]

Where may I obtain that data or the live script?

[@devanggajjar6191]

If you got the code shown in this video if possible can you please share it with me.

[@kammelna]

Very nice work for a real life project . But how can we get the script for a better understanding of the data?

[@devanggajjar6191]

If you got the code shown in this video if possible can you please share it with me.

[@angiekistil2917]

where i can find a demo code of this?

[@devanggajjar6191]

If you got the code shown in this video if possible can you please share it with me.

[@flawns]

I want to see code

[@keshavkasat9465]

i cant find the exact dataset?

[@devanggajjar6191]

If you got the code shown in this video if possible can you please share it with me.

[@juanpablogualdron7898]

@@devanggajjar6191 Hi im lokking for the code shown in the video, if you got it can you please share it with me?.

[@arindamchak]

I knew that you will use PCA for dimensionality reduction.