3W dataset

[ricardoevvargas]

What can we do to make the 3W dataset better?

You can suggest anything related to its structure, metadata, annotation, sampling rate, variables, etc.

Thanks for the contribution!

[clovisdanielss]

Hello, I was checking the dataset general presentation, and I think that maybe It would be useful if all the features were explained to people that never worked with this kind of data. I know that there is a paper about the dataset you guys published, but It's not free.

What do you think about that?

Also, I check that there is one doctoral thesis and 4 master dissertations. We should start reading which one?

I really liked the open-source initiative, keep up the good work.

[ricardoevvargas]

Hi, @clovisdanielss. Thanks for your comment and question.

Yes, it's a good idea to briefly explain the features in this overview example. I'll work on that, but I'll only include the basics and suggest publicly available documents for more information:

• Option in Portuguese: R.E.V. Vargas. Base de dados e benchmarks para prognóstico de anomalias em sistemas de elevação de petróleo. Universidade Federal do Espírito Santo. Doctoral thesis. 2019. https://github.com/ricardovvargas/3w_dataset/raw/master/docs/doctoral_thesis_ricardo_vargas.pdf.
• Option in English: B.G. Carvalho. Evaluating machine learning techniques for detection of flow instability events in offshore oil wells. Universidade Federal do Espírito Santo. Master's degree dissertation. 2021. https://github.com/ricardovvargas/3w_dataset/raw/master/docs/master_degree_dissertation_bruno_carvalho.pdf.

It is important to note that this is just an overview example. Everyone in the community can help complement it or propose others.

I believe that a good strategy is to read the documents included in LIST_OF_CITATIONS in chronological order.

Glad you liked the 3W project. Check the CONTRIBUTING GUIDE for more contributions.

[clovisdanielss]

Thank you. This will be useful.