porphyry 0.0.1

Prediction of the current gas flow rate

Porphyry

The library for convenient exploratory data analysis, completing, tuning and deployment machine learning models in working environment using PI-system data storage. Applying of basic algorithms for gas wells current flow prediction based on indirect technological parameters.

• flexible extraction of historical data;
• receiving current values;
• machine learning models prediction based on current or historical data;
• automatic updating of machine learning models;
• tracking of machine learning models metrics;
• gas flow distribution along the wells;
• sending notifications.