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oil-and-gas

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Oil Production Flow Rate Prediction with Deep Neural Network Algorithm such as Recurrent Neural Network (RNN) and Long-Short Term Memory (LSTM). This Model will testing with Validation method called Walk-Forward Validation (WFV). Basically the validation seperate in two part, the first WFV over actual data and WFV over predicted data.

  • Updated Oct 19, 2024
  • Jupyter Notebook

This project provides a thorough analysis of the crude oil production data from the Volve field, offering valuable insights into production trends and future forecasts.

  • Updated Jul 19, 2024
  • Jupyter Notebook

This Python script creates a Streamlit web application for a quick IPR Calculation for both an oil and gas reservoir. It collects user input test data and with it performs a curve fitting using scipy.optimize, fitting the Inflow Performance Relationship curve to the data.

  • Updated Feb 29, 2024
  • Python

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