pyrestoolbox 2.2

pyResToolbox - A collection of Reservoir Engineering Utilities

pyrestoolbox

----------------------------- A collection of Reservoir Engineering Utilities -----------------------------

This set of functions focuses on those that the author uses often while crafting programming solutions. These are the scripts that are often copy/pasted from previous work - sometimes slightly modified - resulting in a trail of slightly different versions over the years. Some attempt has been made here to make this implementation flexible enough such that it can be relied on as-is going forward.

Note: Version 2.x now refactors functions into different modules, requiring seperate imports

Includes functions to perform simple calculations including;

• Inflow for oil and gas
• PVT Calculations for oil
• PVT calculation for gas
• Return critical parameters for typical components
• Creation of Black Oil Table information
• Creation of layered permeability distribution consistent with a Lorenz heterogeneity factor
• Extract problem cells information from Intesect (IX) print files
• Generation of AQUTAB include file influence functions for use in ECLIPSE
• Creation of Corey and LET relative permeability tables in Eclipse format
• Calculation of Methane and CO2 saturated brine properties

Apologies in advance that it is only in oilfield units with no current plans to add universal multi-unit support.

Changelist in 2.1.4:

• Fix oil Rs calculation which was inocrrectly always using VALMC method, no matter what the rsmethod was specified in oil_rs_bub
• Updated Gas Z-factor and viscosity with BUR method.

Changelist in 2.1.3:

• Updated viscosity parameters for BUR method.

Changelist in 2.1.2:

• Fixed bug in implementation of Velarde, Blasingame & McCain Oil Rs calculation.

Changelist in 2.1.0:

• Fixed variable Typing issue that caused problems with Python 3.9 and older.
• Added reference to the Burgoyne ('BUR') methods for gas Z-Factor and critical property correlation

Changelist in 2.0.0:

• Modified the new Z-Factor method, 'BUR', now a tuned five component Peng Robinson method that is fast and stable and able to handle up to 100% of CO2, H2S, N2 or H2 as well as natural gas. Viscosities are calculated with a tuned LBC model.
• Refactored all code to split into modules for ease of future maintenance

Changelist in 1.4.4:

• Added in new Z-Factor method, 'BUR', which is a tuned single component Peng Robinson method that is fast and stable

Changelist in 1.4.2:

• Corrected CO2 solubility calculations when two roots in CO2 liquid phase

Changelist in 1.4.1:

• Added calculation of Ezrokhi coefficients for brine density and viscosity with dissolved CO2

Changelist in 1.4.0:

• Introduced CO2 saturated brine calculations using Spycher & Pruess modified SRK EOS method
• Rectified an error introduced in Gas Z-Factor calculations due to errant indentation

Changelist in 1.3.9:

• Tweaks to speed DAK and Hall & Yarborough Z-Factor calculations

Changelist in 1.3.8:

• Fix bug in Hall & Yarborough Z-Factor calculation

Changelist in 1.3.5:

• Fix bug in ECL deck zip/check recursion

Changelist in 1.3.4:

• Extend ECL deck zip/check function to handle IX formatted decks, and support zipping multiple decks at once.

Changelist in 1.3.2:

• Added robust Rachford Rice solver in Simulation Helpers
• Moved relative permeability functions and simulation helpers to seperate .simtools module

Changelist in 1.2.0

• Added Component Critical Property Library

Changelist in v1.1.4:

• Attempting to fix reported issue with required dependencies not installing correctly

Changelist in v1.1:

• Fix API to SG calculation (141.4 vs 141.5)
• Added lower limit to first rho_po estimate for Oil Density with McCain method to avoid negative values with high Rs
• Added oil_sg and oil_api functions
• Modified HY Z-Factor solve algorithm to improve robustness
• Modified DAK Z-Factor solve algorithm to improve robustness
• Added Gas Z-Factor correlation from Wang, Ye & Wu (2021)
• Removed 'LIN' Z-Factor method due to significant errors above 12,000 psi. Use WYW method instead if speed needed.

Head to the project site for more information & documentation; https://github.com/mwburgoyne/pyResToolbox

Start by importing the package; from pyrestoolbox import pyrestoolbox as rtb

Function List includes

• Gas Flow Rate Radial
• Gas Flow Rate Linear
• Oil Flow Rate Radial
• Oil Flow Rate Linear

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• Gas Tc & Pc Calculation
• Gas Z-Factor
  Calculation
• Gas Viscosity
• Gas Viscosity * Z
• Gas Compressibility
• Gas Formation Volume Factor
• Gas Density
• Gas Water of Condensation
• Convert P/Z to P
• Convert Gas Gradient to SG
• Delta Pseudopressure
• Gas Condensate FWS SG

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• Component Critical Properties Library

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• Oil Density from MW
• Oil Critical Properties with Twu
• Incrememtal GOR post Separation
• Oil Bubble Point Pressure
• Oil GOR at Pb
• Oil GOR at P
• Oil Compressibility
• Oil Density
• Oil Formation Volume Factor
• Oil Viscosity
• Generate Black Oil Table data
• Estimate soln gas SG from oil
• Estimate SG of gas post separator
• Calculate weighted average surface gas SG
• Oil API to SG
• Oil SG to API

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• Calculate suite of methane saturated brine properties
• Calculate suite of CO2 saturated brine properties

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• Lorenz coefficient from Beta value
• Lorenz coefficient from flow fraction
• Lorenz coefficient to flow fraction
• Lorenz coefficient to permeability array

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• Summarize IX convergence errors from PRT file
• Create Aquifer Influence Functions
• Solve Rachford Rice for user specified feed Zis and Ki's
• Create sets of rel perm tables