Connections for Innovation | Module Open Lab | Petrobras | Technology and Inovation
Anyone with development expertise can collaborate with the codes published in the oil and gas area. Access Petrobras on GitHub and learn about the Open Lab Module opportunities.
Open Opportunities
3w
It promotes the experimentation of Machine Learning based approaches and algorithms for specific problems related to undesirable events that occur in offshore oil wells.
WPRAutoencoders
It contains a well pressure response generator, a dataset of 20,000 synthetic pressure responses, and an autocoder neural network capable of clustering this data based on transmissibility and reservoir geometry.
Petrobras on Github
Access Petrobras on GitHub and learn about the Open Lab Module opportunities.
ROSS
ROSS is a Python library for rotordynamic analysis, enabling the construction of rotor models and their numerical simulation. The shaft elements are modeled using Timoshenko beam theory, which considers shear and rotational inertia effects, and discretized using the Finite Element Method. The tool allows for rotor geometry visualization and the execution of simulations such as static analysis, modal analysis, undamped critical speed, frequency response, unbalance response, time response, and more.
CCP
CCP is a python library for calculation of centrifugal compressor performance. It uses CoolProp/REFPROP for the gas properties calculations.