Predictive Maintenance with MATLAB A Prognostics Case Study

Рет қаралды 53,019

7 жыл бұрын

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
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Пікірлер: 28

@sendsatheeshable 7 жыл бұрын

Awesome stuff. Thanks for making the video

@subhashchandrarastogi7483 2 жыл бұрын

Excellent Video. Congrats for putting so much of efforts

@Pedritox0953 2 жыл бұрын

Very interesting topic ! Like the graph of probabilities

@sendsatheeshable 7 жыл бұрын

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

@JDzone25 5 жыл бұрын

Great video , can we get the demo code?

@eleleugochukwu6805 2 жыл бұрын

Thanks for sharing

@ubongikafia5911 Жыл бұрын

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

@nikhilthoppil2798 5 жыл бұрын

please provide a tutorial for regression model in supervised learning.

@claudiopratella1130 5 жыл бұрын

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

@jacobchen1205 6 жыл бұрын

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

@devanggajjar6191 3 жыл бұрын

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

@michaeledward8264 Жыл бұрын

please can I get a demo and access to the data

@xingshengqian2395 4 жыл бұрын

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

@devanggajjar6191 3 жыл бұрын

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

@kammelna 4 жыл бұрын

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

@devanggajjar6191 3 жыл бұрын

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

@naviddavanikabir 4 жыл бұрын

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 2 жыл бұрын

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

@vizzuvijay4026 4 ай бұрын

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