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Montecarlo Productivity Index Sensitivity Sheet

By Mahmoud Mahmoud

The Course Instructor

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Mahmoud Mahmoud
Reservoir team leader
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Senior Petroleum and Reservoir Engineer with proven track record of success in the oil and gas industry. +14 years

extensive experience in all aspects of petroleum engineering, including reservoir engineering,

production engineering. Proven ability to manage and lead projects, as well as develop and

implement technical solutions. Skilled in a variety of programming languages, including Visual Basic,

C++, C#, Python, MATLAB, and web development.

What you'll learn

Description

Monte Carlo Simulation for Productivity Index & IPR Curves:

This is an Excel-based tool that applies the Monte Carlo simulation technique to estimate the Productivity Index (#PI) and generate #IPR curves for key probabilistic scenarios: #P10, #P50, and #P90.

 

- This tool allows reservoir and production engineers to better understand the uncertainty in well performance by:

- Randomizing input parameters across realistic ranges

- Running hundreds (or thousands) of simulations

- Automatically extracting the most likely (P50), optimistic (P10), and conservative (P90) outcomes

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