Predictive Maintenance: Unsupervised and Supervised Machine Learning

[@kammelna]

Thank you very much guys for this amazing work. I have got MATLAB installed on my machine and there are many examples but couldn’t find this one. Would be highly appreciated if you could share the script with us. Thanks

[@samurock100]

Learnt heaps! Thank you!

[@srinivasalagesan1708]

At time 23:59 principal component analysis graph is shown. Could someone tell me what the number of the PC means? Is it the parameter? Which means how the number 1, 2,... are assigned automatically?

[@aadityanr8556]

They simply mean the First Principle Component, Second PC, and so on. The first PC explains most of the variance in the data. Then it gradually reduces along with increasing number of PCs. In this cumulative plot, you see the same.

[@ubongikafia5911]

Great Video. However, I would love to know how you got the TTF classes.

[@devisnugroho]

2:10 how to make this real-time prediction app?do you have any tutorials?

[@srinivasalagesan1708]

Are the principal components here representing the sensor data or PCA does not have any physical meaning?

[@haveanicetime]

Vielen vielen Dank !

[@samikzr]

Can we have the dataset to experiment on it please?

[@sofialopez2323]

Hello, could you share the dataset?

[@satyajithalder5861]

Can anyone share the dataset for this project?

[@mikeni7083]

Can I get the source script?

[@naeemfaiz5959]

Nice, sir can I use this method for 50kw Hydraulic transmission power unit. I need to know RUL of our system

[@vishalsuryavanshi7548]

hi bro do u find any kind of link or material related to RUL

[@rushabhparikh7478]

Can you please share where could i find this dataset?

[@umarfarooq805]

you can find this on nasa PHM data repository

[@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.

[@jonathantang86]

LSTM

[@TheShubham67]

may i get the data used in this tutorial

[@JoshuaPayneuk]

Is that possible? I would also love to practice with the videos dataset.