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Project description
Formation Evaluation Package
Formation evaluation module for geoscientists, petrophysicists for easy and quick quantitative petrophysical analysis.
Features include:
-
Calculating petrophysical parameters for reservoir quantization: Parameters like Total Porosity, Effective Porosity, Water Saturation, Oil Saturation
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Estimating Reservoir Volumes:
- Gross rock Volume
- Net to Gross Volume
- Net Pay of Reservoir section
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Predicting well lithofacies and lithology values using machine learning
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Data preparation and preprocessing for machine learning us use
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Visualizing well logs
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Reading las files
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Resolving missing values in well logs
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Automatic correction of estimated properties
QUICK TUTORIAL
## reading a single lasio file
from petroeval import read_lasio
las = read_lasio('WLC_PETRO_COMPUTED_INPUT_1.LAS')
df = las.df()
## reading multiple lasio files
from petroval import read_lasios
las1='WLC_PETRO_COMPUTED_INPUT_1.LAS'
las2='WLC_PETRO_COMPUTED_INPUT_1.LAS'
las=read_lasios(las1,las2) =>returns a list of the read lasio objects<br>
## import modules and functions
import numpy
from petroeval import evaluate_reservoir
from petroeval.visualizations import summary, log_plot
# Create an instance of the reservoir section passing in required arguments
from evaluate_reservoir import FormationEvaluation
...
Tutorial repo link:
https://github.com/olawaleibrahim/beta-tests/tree/main/petroeval
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