oil-reservoir-synthesizer

Oil Reservoir Synthesizer

A generator for synthetic oil reservoir simulator results based on Perlin noise. The values generated are pseudo-random but retains the nice properties of Perlin noise.

The values generated have names (such as fopr) that are derived from oil simulators such as opm-flow.

Example

The code exposes one class, OilSimulator which is a builder of the oil reservoir model and the generator of the values.

from oil_reservoir_synthesizer import OilSimulator

simulator = OilSimulator()

# Build a model with one well and block
simulator.addWell("wellName", seed=997)
simulator.addBlock("5,5,5", seed=31)

# Run simulation
num_steps = 10
fopr_values = []  # oil production rate for each time step
for time_steps in range(num_steps):
    simulator.step(scale=1.0 / num_steps)
    fopr_values.append(simulator.fopr())

Building

pip install .

Testing

pip install -e .[dev]
tox test

History

This project was split out of ERT and libres.