--> Abstract: Forward Modeling of Log Response in Geopressured Formations Reveals Valuable Insights to the Various Pore Pressure Prediction Techniques, by J. C. Rasmus; #90923 (1999)
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RASMUS, J. C., Schlumberger, Sugarland,TX, USA

Abstract: Forward Modeling of Log Response in Geopressured Formations Reveals Valuable Insights to the Various Pore Pressure Prediction Techniques

Introduction

A self consistent model of a sedimentary formation in various stages of undercompaction has been developed in order to forward model various logging tool responses. The sedimentary formation model includes user modifiable expressions for temperature, clay content, lithology, salinity, sediment water volume, water Previous HitdepthNext Hit, and compacting stress as a Previous HitfunctionNext Hit of sediment burial Previous HitdepthNext Hit below the mudline. The formation model is input to various logging tool response equations in order to predict log response as a Previous HitfunctionNext Hit of any of the model characteristics. Valuable insight is gained by comparing these modeled logs to those expected from conventional pore pressure interpretation techniques.

Method

The geopressure formation forward model consists of user modifiable expressions for the lithology, porosity, temperature and fluid properties as a Previous HitfunctionNext Hit of sediment vertical Previous HitdepthNext Hit relative to the kelly bushing (TVD RKB). The formation is taken to be composed of quartz, wet clay, and effective (filled with moveable fluids) porosity. This is the porosity which contains the interstitial water that escapes from the formation while it is being compacted. The relationship, rock Previous HitdepthNext Hit=C x 10 (-b x f ) is used to model the effective porosity of the formation with Previous HitdepthNext Hit, where rock Previous HitdepthNext Hit is the Previous HitdepthNext Hit below mudline (Ref. 1). C is the Previous HitdepthNext Hit at which f =0 and b is the rate of compaction.Water Previous HitdepthNext Hit and air gap parameters are input so that TVD RKB can be plotted.The solids (1-f ) are placed in the volume that is not taken up by porosity. They are divided into quartz and wet clay and represented by a parameter which is the ratio of quartz to clay, staying constant with Previous HitdepthNext Hit to accurately reflect the fact that the solids do not change volume with Previous HitdepthNext Hit. The temperature is modeled with an offset (surface temp) and a gradient. An expression for the salinity fluid property allows it to vary from seawater at the mudline to salt saturated at a given Previous HitdepthNext Hit. The fluid bulk modulus is modeled as a Previous HitfunctionNext Hit of pressure, temperature, and salinity. A model has also been developed for the compressional and shear dry frame modulus as a Previous HitfunctionNext Hit of porosity and lithology.

The volumes and parameters from this forward model as a Previous HitfunctionNext Hit of TVD RKB are input to the various logging tool response equations containing these modeled parameters and volumes. The response of resistivity, density, gamma ray, and neutron log response versus TVD RKB can then be computed and displayed. The sonic compressional and shear response is modeled Previous HitusingNext Hit Gassmann's equations (ref. 2). The formation density is then integrated to compute the overburden pressure as a Previous HitfunctionNext Hit of airgap, water Previous HitdepthNext Hit and sediment Previous HitdepthNext Hit.

Results

FORWARD MODELED RESISTIVITY

Fig. 1 shows the forward model of resistivity for various pore pressures versus TVD RKB Previous HitusingNext Hit a water Previous HitdepthNext Hit of zero. Notice how the resistivities have a similar appearance to the resistivity "overlays" developed by past authors when shallow waters were being drilled. The resistivity rises quickly at shallow depths as the decreasing porosity effect outweighs the increasing salinity effect then rises more gradually as the porosity decrease becomes more Previous HitlinearNext Hit. The difficulty in drawing a straight line "normal" trend as required for some techniques can be seen at shallow depths. However, at depths greater than several thousand feet below the mudline and for intervals of less than 10,000 ft, the normal trend is fairly Previous HitlinearNext Hit on this typical logarithmic resistivity scale. Fig. 2 shows the effect of changing the quartz/wet clay ratio from 1.0 (0.5/0.5) in fig. 1 to 0.25 (0.2/0.8) and the water Previous HitdepthNext Hit to 2000 ft. Notice how the slope of the resistivities has decreased as well as the values at any particular TVD RKB. It is these changes in lithology that cause shifts in the normal trend lines and can make these plots look "noisy" when real data is plotted at this scale.That is why past authors have stressed that "consistent lithology" shale points be plotted on these charts. Plots like fig. 1 and 2 of the forward modeled resistivity allow a prediction of pore pressure as a Previous HitfunctionNext Hit of lithology, water Previous HitdepthNext Hit, and resistivity before drilling a well and help in defining the "normal" trend for other techniques.

FORWARD MODELED Previous HitVELOCITYNext Hit

Fig. 3 shows a plot of compressional Previous HitvelocityNext Hit versus effective stress for the conditions given in fig. 2. Normally, the Previous HitvelocityNext Hit is assumed to be a Previous HitfunctionNext Hit of effective stress independent of the value of pore pressure. In this case there would be only one line on this plot with all of the pore pressures lying on top of each other. Note that for the higher pore pressures, this is not the case. This is because the fluid bulk modulus, being a Previous HitfunctionNext Hit of temperature, salinity and pressure, can be different for the same effective stress. Consider two formations with equal effective stress, one shallow and one deep. The deeper one has a greater overburden and pore pressure, but the difference (effective stress) is the same as the shallow one. The fluid modulus is larger at the deeper Previous HitdepthNext Hit because it has increased as temperature, pore pressure, and salinity have increased. A larger fluid modulus (less compressibility) will give rise to a greater Previous HitvelocityNext Hit for the deeper formation even though the effective stress is the same. This phenomenon has the same signature as "unloading" reported by others (ref. 3).

Insights into other techniques

The dependence of Previous HitvelocityNext Hit on both effective stress and Previous HitdepthNext Hit affects other pore pressure techniques as follows. In an undercompacted shale, the effective stress of the rock is the difference between the overburden and pore pressures. The "equivalent Previous HitdepthNext Hit" technique assumes that two formations with equal effective stresses will have the same porosity and therefore the same log response. The first assumption is logical and valid, but the second is questionable as shown in fig. 3. The result is that these techniques will underestimate pore pressures. However, below about 15 PPG, these techniques should give good results. Other techniques (ref. 4) use the ratio of an "observed" to "normal" log response to compute pore pressures. It is shown below that this is not an entirely independent technique from the equivalent Previous HitdepthNext Hit technique.

The effective stress of a geopressured rock at Previous HitdepthNext Hit D2 is the effective stress of the rock at a shallower, normally pressured Previous HitdepthNext Hit D2. This is the definition of the equivalent Previous HitdepthNext Hit method, sometimes referred to as a "vertical" method. One can compute the pore pressure of the rock at Previous HitdepthNext Hit D2 knowing the overburden pressures and normal water pressure. An expression for the equivalent Previous HitdepthNext Hit method is:

Peff 2 =Peff 1             Eq. 1

or              Povb 2 -Pwpore2 =Povb1 -Pwnor1              Eq. 2

where Peff is effective pressure, subscripts 1 and 2 refer to depths D1 at normal pore pressure and a deeper Previous HitdepthNext Hit D2, at a higher pore pressure. Pwpore is the pore pressure at D2, Pwnor is the normal water pressure, and Povb is the overburden pressure. Dividing by D2, this can be rewritten as:

Pwpore2 /D2=Povb2 /D2 - (Povb1 -Pwnor1 )/D2           Eq 3

which can be compared to Eaton's equation (ref. 4):           Eq. 4

Pwpore2 /D2=Povb2 /D2 - ((Povb2 -Pwnor2 )/D2)*(Xobs/Xnor) (Y)          Eq. 5

where Xobs and Xnor are the observed and expected "normal" log responses at a given Previous HitdepthNext Hit. The two expressions are equivalent if one sets

(Xobs/Xnor) (Y) = (Povb1 -Pwnor1 )/(Povb2 -Pwnor2 ).          Eq. 6

The right hand side of this equation is the ratio of the normal effective stresses which is also equivalent to D1/D2. Therefore

(Xobs/Xnor) (Y) = D1/D2          Eq. 7

Thus Eaton's method is an attempt to map the normal and observed log response (sometimes called a horizontal technique) at one particular Previous HitdepthNext Hit to the ratio of depths at equal effective stresses (sometimes called a vertical technique). This means that Eaton's method relies on the validity of the "equivalent Previous HitdepthNext Hit" method. Earlier it was shown that the equivalent Previous HitdepthNext Hit method is valid only over limited Previous HitdepthNext Hit ranges due to the fact that fluid properties change with Previous HitdepthNext Hit, causing the log response to change with Previous HitdepthNext Hit even when the porosity (or effective stress) stays constant. Therefore Eaton's method is under the same limitations. The widespread success of Eaton's method lends credence to the "equivalent Previous HitdepthNext Hit" technique. However, as pointed out in fig. 3, the "equivalent Previous HitdepthNext Hit" method's assumption of constant log response for constant effective stress is not always valid, and may explain why Eaton's exponent (Y) and/or "normal" trend lines may sometimes have to be altered in order to compute the correct pore pressure.

Conclusions

1. Forward modeling is used to produce "overlays" for a particular formation model and water Previous HitdepthNext Hit. For shallow water depths, these overlays mimic the trends seen in earlier empirical overlays.

2. Forward modeling has shown that logging tool response is not always constant with constant porosity and effective stress as heretofore assumed due to the temperature, pressure, and salinity changes that occur as a geopressured shale is buried deeper. Techniques Previous HitusingNext Hit the equivalent Previous HitdepthNext Hit method will be affected by this phenomena.

3."Horizontal" techniques or those that use ratios of observed to normal log response are in reality an approximation to the equivalent Previous HitdepthNext Hit method and are under the same limitations.

AAPG Search and Discovery Article #90923@1999 International Conference and Exhibition, Birmingham, England