micheofire / Oil-production-forecast
The research project is a better approach for forecasting the production rate of an oil and gas well. The performance is way beyond the traditional Decline Curve Analysis (DCA).
☆11Updated 4 years ago
Related projects: ⓘ
- Open source petroleum engineering projects, useful scripts, functions, and jupyter notebooks☆17Updated 3 years ago
- Nodal Analysis for Petroleum Production Engineering☆34Updated 5 years ago
- This Python script uses webscraped Bakken data to generate automated exponential and hyperbolic decline curves for production forecasting…☆39Updated 5 years ago
- Open Source library for Reservoir Engineering Material Balance☆29Updated 11 months ago
- A DCA (Decline Curve Analysis) Tool for Petroleum Engineers.☆15Updated 5 years ago
- Philliec459 / Altair-used-to-Visualize-and-Interrogate-well-by-well-Production-Data-from-Volve-FieldThe objective of this project is to interactively interrogate oil field production data using Altair☆14Updated 2 weeks ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆33Updated 3 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆16Updated 2 years ago
- Well logs correlation using dynamic time warping☆10Updated 3 years ago
- Load cases for tubulars☆11Updated 2 years ago
- Reservoir simulator in Python language☆81Updated 3 years ago
- Estimate Core-based Permeability from NMR well log data☆20Updated 2 years ago
- Models of Oil and Gas Industry in Python☆27Updated 3 years ago
- A "simple" decline-curve analysis example in Python☆16Updated 4 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆9Updated 2 years ago
- Python utility for formation evaluation and petrophysical analysis support☆35Updated 2 years ago
- The final project at university using machine learning and deep learning to predict oil and gas production☆23Updated last year
- Oil and Gas Well Productivity Analysis☆14Updated 5 years ago
- Petroleum Data Collector☆46Updated 3 years ago
- Predicting oil production from horizontal wells using Bayesian hierarchical linear-regression☆30Updated 7 years ago
- petroleum engineering and economics library for python☆15Updated last year
- Exploration of machine learning in geoscience use cases☆71Updated 4 months ago
- Leveraging matplotlib to visualize well drilling and construction☆17Updated 2 years ago
- A geological log data from a well in Kansas, USA is analyzed using Machine Learning (M.L.) techniques in Python. The data is overviewed, …☆12Updated 6 years ago
- Oil and Gas Conversion☆16Updated 2 years ago
- The python tool for well trajectories☆82Updated 10 months ago
- Pressure and Rate Transient Analysis for Oil & Gas - Solution of Diffusivity Equation for Single Phase Problems Using Laplace Transfor☆10Updated 8 years ago
- PVT Simulator☆17Updated 3 years ago
- 3D Graphical Output of well producers and injectors in oil reservoir.☆17Updated 4 years ago
- Open source petroleum forecasting and financial tool.☆23Updated 2 years ago