Petróleo Brasileiro S.A.

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7 repositories

3W
Public
Promotes development of ML algorithms for early detection and classification of undesirable events in offshore oil wells.
data-science machine-learning anomaly-detection multivariate-time-series-analysis oil-well-monitoring
Jupyter Notebook
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Apache License 2.0
•83•329•6•13•Updated Dec 16, 2024Dec 16, 2024
ccp
Public
Python library for calculation of centrifugal compressor performance.
python
Python
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Apache License 2.0
•10•23•12•3•Updated Dec 13, 2024Dec 13, 2024
ross
Public
ROSS is a library written in Python for rotordynamic analysis.
Python
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Apache License 2.0
•105•136•17•8•Updated Dec 6, 2024Dec 6, 2024
GeoSlicer
Public
Open source digital rocks software platform for micro-CT, CT, thin sections and borehole image analysis. Includes tools for: annotation, AI, HPC, porous media flow simulation, porosity analysis, permeability analysis and much more.
computer-vision artificial-intelligence netcdf hdf5 high-performance-computing las dicom-images slurm-cluster cluster-computing porous-media
Python
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Apache License 2.0
•9•33•0•0•Updated Dec 3, 2024Dec 3, 2024
BibMon
Public
Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.
machine-learning time-series scikit-learn neural-networks pca process-monitoring fault-detection process-systems-engineering soft-sensor fault-diagnosis
Python
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Apache License 2.0
•39•77•9•16•Updated Nov 4, 2024Nov 4, 2024
waid
Public
Jupyter Notebook
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Apache License 2.0
•2•10•0•0•Updated Oct 22, 2024Oct 22, 2024
WPRAutoencoders
Public
This is one of Petrobras' open repositories on GitHub. It contains the WPRAutoencoders project which encompasses a wellbore pressure response generator, a dataset of 20.000 synthetic pressure responses and an autoencoder neural network capable of clustering this data based on transmissibility and reservoir geometry.
data-science machine-learning deep-learning clustering autoencoders well-testing
Jupyter Notebook
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Apache License 2.0
•7•43•0•0•Updated Dec 21, 2022Dec 21, 2022