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PressureQuest: Delving into Pore Pressure-Estimation of Pore Pressure

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₹4,999.00

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  ₹4,999.00

Detail Description

Abstract

PressureQuest is a machine learning-based system designed to estimate pore pressure in subsurface formations using drilling and well log data. Accurate pore pressure prediction helps prevent drilling hazards such as blowouts and wellbore instability, improving safety and efficiency in oil and gas exploration.


Existing System

  1. Manual interpretation of well logs
  2. Empirical formulas and charts


Proposed System

  1. ML model predicts pore pressure using drilling parameters and log data
  2. Real-time estimation dashboard


Software Requirements

  1. Python
  2. Pandas, NumPy
  3. Scikit-learn / TensorFlow
  4. Matplotlib / Seaborn
  5. Jupyter Notebook / VS Code


Hardware Requirements

Minimum:

  1. Intel i3, 4GB RAM

Recommended:

  1. Intel i5/i7, 8GB+ RAM





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PressureQuest: Delving into Pore Pressure-Estimation of Pore Pressure
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₹4,999.00
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