Blowout Simulation Settings & Options

When preparing a blowout simulation, you will need to decide on the appropriate models for your simulation as well as setting the simulation options. (PVT model, multiphase flow model, oil viscosity model, gas viscosity model). This is done under Simulation Settings. Below is a description of the different models, and for which situations they are appropriate to be used.

Blowout Simulation Settings

PVT Models

Model

Used for

Description

Vasquez-Beggs

Light oils, Medium oils

The Vasquez-Beggs correlation was developed using laboratory results from more than 600 crude oil systems, and measured over wide ranges of pressure, temperature, oil gravity and gas gravity. The reported error for solution GOR and oil formation volume factor were -0.7% and 4.7%, respectively.

Standing

Light oils, medium oils

50 experimentally determined data points on 22 different oil-gas mixtures from California were used in the development of the correlations.

De Ghetto

Light, medium, heavy and extra heavy oils

The De Ghetto model is a model especially optimized for heavy and extra heavy oils, although it may also be used for lighter oils. The model implements modified correlations of Standing and Vasquez-Beggs for heavy oils, and uses the standard correlations for all other oils.

Multiphase Flow Models

Model

Used for

Description

Hagedorn-Brown

Vertical well

Oil or Oil & Gas

The Hagedorn and Brown method was developed by obtaining experimental pressure drop and flow rate data from a 1500 ft deep instrumental well. Pressures were measured for flow in tubing sizes ranging from 1 ¼” to 2 ⅞” in O.D. A wide range of liquid rates and gas/liquid ratios were included, and the effects of liquid viscosity were studied by using water and oil as the liquid phase. The oils used had viscosities at stock tank conditions of 10, 35 and 110 cP. The Hagedorn and Brown method has been found to give good results over a wide range of well conditions and is one of the most widely used well flow correlations in the industry. The Hagedorn and Brown Correlation gives best results for wellbore with low to moderate liquid volume fractions (high GOR) and relatively high mixture velocities (annular-mist or froth flow).

Beggs & Brill

Horizontal well

Oil or Oil & Gas

The Beggs & Brill model is developed for tubing strings in inclined wells and pipelines for hilly terrain. This model results from experiments using air and water as test fluids over a wide range of parameters given below:

  • gas flow rate 0-8.5 MScm/d

  • liquid flow rate 0-163.5 Scm/d

  • average system pressure 2-6.5 bar

  • pipe diameter 1-1.5 in

  • liquid holdup 0-0.87

  • pressure gradient 0-0.18 bar/m

  • incl angle -90° to +90° also horizontal flow patterns

  • The correlation is known to overpredict pressure losses in large tubings and for large GOR (especially large for GOR > 890)

Orkiszewski

Vertical wells

Oil or Oil & Gas

For oil gravity less than 30° API. Most applicable for wellbores with GOR up to 5000.

Gray

Vertical well

Gas, Gas & Condensate

The Gray correlation is one of the most commonly used methods for gas-condensate well pressure profile prediction. The correlation notes that caution should be used for the following conditions:

  • flow velocities < 15 m/s

  • tubing sizes < 3.5 in

  • roughness height < 8.44 𝜇m

Gray Modified

Vertical well Gas-condensate

Modified version of the Gray model.

Duns & Ros

Vertical flow of gas and liquid mixtures in wells

Perform well for wells with high gas-liquid ratios (usually in mist flow regime) and condensate wells

  • Oil gravity 13-56° API

  • Most applicable for wellbores with GOP up to 5000

Oil Viscosity Models

Model

Used for

Description

Vasquez-Beggs

Light oils, Medium oils

Vasquez & Beggs correlation from 1978 was based on a large data base, and is therefore applicable to a wide range of oils. An average error of -7.54% was reported.

Standing

Light oils. Medium oils

This model, often referred to as either Beal or Standing, was developed by Beal and fitted by Standing. It is valid for Oil gravity: 15-53°API and Reservoir temperature of 100-229°F.

Egbogah

Light, Medium & Heavy oils

Based on the work of Beggs & Robinson, Egbogah & Ng proposed a new empirical viscosity correlation for heavy oils. The model range is Oil gravity: 5-58°API and Reservoir temperature, T: 15-80°C.

De Ghetto

Light, Medium, Heavy & Extra Heavy oils

The De Getto model is a modified correlation of Egbogah & Ng. The model handles both extra-heavy oil (°API <= 10) and heavy oil (10 < °API <= 22.3). For saturated and undersaturated oil viscosity prediction, the average absolute errors were reported to be 12% and 6%, respectively.

Gas Viscosity Models

Model

Description

Lee

The model is applicable within a range of reservoir temperatures, T: 100-340 °F and pressures 100-8000 psi. Average reported error is 2-4%. For high gas viscosities the model is known to under-predict the viscosity.

Lee modified

The modified Lee model is reported to have an average absolute error of 2.29%. Primary difference is that Lee modified performs better for a greater range of gas viscosities.

Blowout Simulation Options

Number of simulations (Monte Carlo iterations) – this value can be decreased to a low number in order to check if the blowout simulation is valid.

  • If the blowout rates are zero after running a simulation with few iterations, the wrong PVT, Multiphase flow or oil viscosity model have been picked. Try to change model according to the descriptions above.

  • The number of iterations should be left at 10000 when running a full simulation. If you increase the number, the simulation time will increase significantly

  • All other values should (normally) be left as is

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