The present disclosure relates generally to downhole imaging tools for use in a wellbore, and more particularly to calibration of downhole imaging tools.
Downhole imaging tools use resistivity images of the formation immediately surrounding a wellbore to provide images in oil-based, synthetic-based and water-based muds in order to visualize and quantify reservoir characteristics and reduce subsurface uncertainty. Such tools transmit high resolution images of the reservoir structure to identify bed dips, open and closed fractures, fault zones, and potential flow barriers with increased accuracy.
Downhole imaging tools typically have a central mandrel on which is mounted a plurality of extendable arms. Each arm carries a pad that can engage a well bore wall when the arm is extended. Each pad may include a plurality of buttons to inject a current into the formation at desired frequencies and depths. These injected currents return to return electrodes which may also be located on the pads. Although not limited to a particular number, such downhole imaging tools may have, for example, six or eight pads each. During pre job planning, operators can set the button operating frequencies to enhance the downhole imaging tool range according to local geology, and also define parameters during processing to select the best frequency for given formation responses.
To maximize responses, each pad must be calibrated prior to use. Improper calibration of the downhole imaging tool can result in artifacts in the images. These artifacts are particularly noticeable in low-resistivity or low-contrast formations and can lead to a degraded answer product. Software processing methods can be used to reduce the imaging problems but do not eliminate them. It is desirable to address the root cause of the issue, namely tool calibration, rather than depending on software processing solutions since software processing solutions may not perform as well in a new environment.
For a detailed description of the preferred examples of the invention, reference will now be made to the accompanying drawings in which:
The present disclosure relates generally to a system and method for calibrating resistivity downhole imaging tools used in wellbores to image formations. The proposed system and method may increase the quality of the formation images obtained with oil based mud imagers through uniform calibration of the electrodes of the downhole imaging tool. In one aspect of the disclosure, each electrode carried on a pad of a downhole imaging tool may be placed into contact with a homogenous medium and calibrated based on the electrical properties (i.e. electrical conductivity and permittivity) of the homogenous medium. In another aspect of the disclosure, each electrode carried on a pad of a downhole imaging tool may be placed into contact with at least two homogenous mediums and the electromagnetic response can be utilized to determine a calibration constant or function for the downhole imaging tool. As used herein, “homogenous” means that a material or solution generally has the same electrical properties throughout.
Conveyance 110 may comprise, in some instances, a plurality of electrical conductors extending from vehicle 104. The electrical conductors may be used for communicating power and telemetry between vehicle 104 and downhole imaging tool 102.
In any event, downhole imaging tool 102 is shown deployed in a wellbore 124 extending through formation 132. Wellbore 124 may extend generally vertically into the formation 132, however wellbore 124 may extend at an angle through formation 132, such as horizontal and slanted wellbores. While
Downhole imaging tool 102 may generally comprise a main body or central mandrel 134 on which is mounted a plurality of extendable arms 136.
It should be noted that the plurality of injector electrodes 144 of array 148 may be any suitable electrode and it should be further noted that return electrode 146 may be any suitable electrode. While multiple return electrodes 146 are illustrated, only one return electrode may be utilized. Button array 148 and/or return electrode 146 may be disposed on pad 138 in any suitable order. Likewise, there may be a plurality of button arrays 148. There may be any suitable number of injector electrodes 144 within button array 148 that may produce a desired, predetermined current. Without limitation, the range for a suitable number of injector electrodes 144 within button array 148 may be from about one injector electrode 144 to about one hundred injector electrodes 144. For example, the range fora suitable number of injector electrodes 144 within button array 148 may be from about one injector electrode 144 to about twenty-five injector electrodes 144, from about twenty-five injector electrodes 144 to about fifty injector electrodes 144, from about fifty injector electrodes 144 to about seventy-five injector electrodes 144, or from about seventy-five injector electrodes 144 to about one hundred injector electrodes 144.
In any event, it will be appreciated that when arms 136 are extended from main body 134 (see
During operations of downhole imaging tool 102, an operator may energize button array 148. A voltage may be applied between each injector electrode 144 and return electrode 146 to induce a current flow therebetween. The voltage may be controlled from vehicle 104 or some other surface location. This may cause an electrical current to be transmitted through button array 148. These currents may travel into formation 132 and may return back to return electrode 146. The amount of current emitted by each injector electrode 144 is inversely proportional to the impedance of the voltage at the injector electrode 144. This impedance may be affected by properties of formation 132 and the mud directly in front of each injector electrode 144. Therefore, current emitted by each injector electrode 144 may be measured and recorded in order to obtain a formation image of the resistivity of formation 132.
Guard electrode(s) 150 may help to focus most of the current produced by button array 148 into formation 132 radially. Guard electrode(s) 150 may be disposed around button array 148. Guard electrodes(s) 150 may have the same potential as button array 148 to help focus most of the current into the formation radially.
Pad 138 may serve to protect button array 148 and return electrodes 146 from the surrounding mud and formation 132. Pad 138 may be made with any suitable material. Without limitation, suitable material may include metals, nonmetals, plastics, ceramics, composites and/or combinations thereof. In examples, pad 138 may be a metal plate. Pad surface 147 may be an insulating material used to fill the remaining portions of pad 134 between electrodes 142. In examples, ceramics may be used as the insulating material to fill the remaining portions of pad 138.
An impedance value may be calculated through the current transmitting between an injector electrode 144 and formation 132 for each injector electrode 144. The voltage between button army 148 and return electrodes 146 may be measured and divided by the transmitted current to produce a value for the impedance measured by each injector electrode 144. Most of the transmitted current may be returned to return electrodes 146 although some portions of it may return through pad 138 and/or down hole imaging tool 102 (referring to
Turning to
Impedance calculated in Equation 1 should ideally be equal to the ZBF+ZRF shown in the circuit model. Note that both the ZBF and ZRF have contributions from both mud and the formation. Thus, equivalently it can be written:
Z≈Z
BF
=Z
mud
+Z
F Equation 2
As a result, measured impedance will have contributions from both the mud and the formation. Assuming imaginary parts of ZF and ZM are mainly capacitive (which is the case in practical situations), and assuming this capacitance is in parallel with the resistive portion, ZBF can also be written as:
where R and C denote the resistance and capacitance, respectively and ω is the angular frequency (i.e. ω=2πf where f is the frequency in Hz.) Subscript M denotes the mud while F denotes the formation. Note that both the mud resistance and mud capacitance increases with standoff and decreases with the effective area of the buttons.
As mentioned above. Equation 3 provides just a basic approximation to the impedance measured by the tool. However, it is useful in illustrating the effect of mud and formation parameters on the measured impedance. For example, it is apparent from this equation that high frequencies are needed to reduce the mud contribution to the measured impedance.
Equation 3 can also be used to obtain basic resistivity curves for an imager tool, which curves are fairly accurate in homogeneous formations.
In any event, it will be appreciated that the downhole imaging tool electromagnetic response does not vary linearly with formation resistivity; rather, it is a complex function of formation and mud properties (resistivity and permittivity), as well as the standoff. The dominant effect at low formation resistivities and low frequencies is the standoff effect. Small variations in standoff may cause a large difference in the impedance reading if these raw measurements are used. For the high formation resistivities and high frequencies, formation permittivity starts to have the greatest contribution to the measured impedance. This causes the apparent resistivity curve to decrease after a certain formation resistivity (the resistivity value where this effect starts to show up is formation and tool dependent); thus, it is called the dielectric roll-off.
A basic circuit model was utilized above to demonstrate the operating principles of the resistivity imager tools. Although there exist higher order effects that would not be captured in such a simple model, in most practical cases the circuit model may be used successfully to gain valuable intuition.
In the case where there is no mud (i.e. no standoff), Equation 3 can be modified as follows:
As a result, when formation resistivity is low, the real part of the measured impedance would be approximately equal to RF. This resistance is in turn a function of resistivity. In most cases, this function may be approximated as a simple constant multiplying the formation resistivity, which may be denoted as the tool constant k:
R
F
≈kρ
F Equation 5
Tool constant is a function of the tool geometry. It is evident from
Furthermore, in practice, different buttons are connected to different electronic components. In the most basic sense, they may have different trace lengths. They may also be connected to different circuit components such as power amplifiers and multiplexers. If not properly calibrated, this may result in a “striping” effect due to the variations between the individual button electrodes. Thus, a variety of different factors can impact image quality resulting from a downhole imaging tool 102, including mud parameters, formation parameters, standoff, current frequency, tool geometry, such as electrode placement, internal connections between various electric components, and variations between individual electrodes. Image processing techniques may be used to improve the images in such situations. However, these techniques may not always work well. Furthermore, it is more desirable to address the root cause of the issue. Therefore, proper calibration of the downhole imaging tool 102 is essential in obtaining the equivalent formation resistivity from the measured impedance accurately for each button.
Turning to
In this equation, CF(bi, fj) is the calibration function for the ith button at the jth frequency. Similarly, IMOD(bi, fj) is the modeled electromagnetic response and the ImEAS(bi, fj) is the measured or actual electromagnetic response, again for the ith button at the jth frequency. This calibration function may be stored and the measured responses from the tool may be multiplied by the calibration function during an actual logging operation as previously mentioned.
With reference to
With reference to
With reference to
In one or more embodiments, the first calibrator component 170 is a cylinder and the second calibrator component 172 is a cylinder concentric with and disposed about the first calibrator component 170. The downhole imaging tool 102 may be lowered into the inner cylinder of the first calibrator component 170 similar to the operation of the downhole imaging tool 102 into a wellbore 124. In other cases, the first and second calibrator components 170, 172 may have other shapes.
In
Turning to
Although several alternate calibrator mechanisms 160 have already been discussed, the proposed calibration process for each of the calibrator mechanisms 160 is generally the same as represented in
In any event, with the calibrator mechanism 160 conforming to the surface 147 of a pad 138, in step 204, the downhole imaging tool 102 is activated to apply a voltage across the electrodes 142. Specifically, a current is made to flow from at least one injector electrode 144 to at least one return electrode 146. In some embodiments, current is made to flow from a plurality of injector electrodes 144 to the return electrode(s) 146.
In step 206, the electromagnetic response of the downhole imaging tool 102 is measured and may be recorded. In some embodiments, this may include measuring an electromagnetic response of each individual electrode. In some embodiments, this may include measuring an electromagnetic response of the pad. Moreover, as seen from Equation 3, measured response may be a complex quantity. Thus, in some embodiments, an acquisition system of downhole imaging tool 102 should be capable of recording complex valued measurements. For example, an acquisition system may measure the amplitude and the phase of the tool electromagnetic response.
At step 208, at least one calibration adjustment that matches the measured response to a known electromagnetic response of the calibrator mechanism 160 may be calculated. In one or more embodiments of step 208, this calculation may be based on (i) the measured downhole imaging tool response and a (ii) known response of the calibrator mechanism. This calibration adjustment may be calculated separately for each electrode 142.
In one embodiment of step 208, each electrode 142 is individually adjusted to calibrate downhole imaging tool 102.
In some embodiments, the calibration adjustment may involve multiplication and/or addition operations. Note that determined calibration adjustment may match the modeled electromagnetic response to the measured electromagnetic response, or vice versa. As long as the model and the measurements are consistent, the direction of the matching does not matter. Once the calibration adjustment is obtained, it may be stored and applied to wellbore measurements during or after logging operations to obtain calibrated measurements, Note that the calibration of a single pad has been described in this workflow. In most cases, once a single pad is calibrated, this calibration may be applied to the other pads on a single pad tool or a different tool that has the same design with the calibrated tool with negligible loss in accuracy. However, this is not meant to limit the scope of the disclosure and it is possible to calibrate all the pads of a tool separately and/or to apply calibration to each tool on an individual basis.
In any event, the calibration adjustment may be calibration constant that will make all buttons read the same reference value from the calibrator mechanism 160 or the calibration adjustment may be a calibration function.
With respect to a calibration constant, in one embodiment, a single point calibration may be used by employing a fixed setup with a known electromagnetic response. In this case, calibration function will reduce to a calibration constant for a given button electrode and frequency as given in Equation 6.
It has been found that in some instances, downhole imaging tools may exhibit some nonlinearity in their operational range. As such, calculation of a calibration constant as discussed above is not possible. Thus, in one or more embodiments, to account for such nonlinearities, a multipoint calibration may be used to fit the measured electromagnetic response to the model electromagnetic response such that the calibration adjustment becomes a calibration function. As an example of an extension of the single point calibration to a multipoint calibration, calibrator mechanism 160d of
Downhole imaging tool 102 electromagnetic response is a function of formation and mud properties. As an example, an electromagnetic model of the tool response may include the following environmental parameters: Formation resistivity ρF, formation permittivity εF, mud resistivity μM, mud permittivity εM and standoff so. A set of measurements may be made with the calibrator mechanism 160 for a variety of combination of values for these parameters. When an adequate number of measurements are performed (which is dependent on the operating characteristics of the specific tool in question and the linearity of its response) a mapping function may be obtained between the measurements and the corresponding modeled electromagnetic responses where the parameters of the mapping function are optimized such that the error between the measurements and the model is minimized (for example, in a least-squares sense.) As mentioned previously, the mapping function may map the measurements to the modeled electromagnetic response or may map the modeled electromagnetic response to the measurements. As long as the model and the measurements are consistent as a result of calibration, this order is not important.
In one example of such a matching process, components of the complex measurement signal may be calibrated separately. These components may be represented either using the absolute value and the phase of the signal or real and imaginary parts of the signal. Calibration of the absolute value of the signal will be described below for illustrative purposes. Once enough measurements corresponding to different environmental parameters are made, a cross-plot of the measurements (x-axis) versus modeled (y-axis) results may be made as shown in
arg
For the example shown in
As before, these mapping parameters may be a function of variables such as the operating frequency of the tool and the button number. In certain implementations, Equation 7 may involve additional regularization terms.
In another embodiment, it may be possible to fit different models to a training dataset (for example, polynomials of different orders) and then select the best model out of these models using a separate test dataset not used in fitting the models to prevent bias in the model selection.
In another embodiment, a complex mapping function for the complex signals may be determined (rather than individual components of the complex signal.)
In another embodiment, input parameters of the forward model may be mapped to some other effective parameter set that best matches the measurements based on the input. That is, in this case, effective parameter set that is inputted to the forward model ({tilde over (P)}) is obtained using a mapping function (F) applied to the original parameter vector P, where parameter vector may consist of parameters such as ρF, εF, μM, εM and so. This mapping function may be a polynomial of unknown coefficients in examples and the coefficients of the polynomial may be obtained using a least-squares minimization as before.
{tilde over (P)}=F(
In a more general version of the above embodiment, more parameters of the forward model may be optimized based on data. These parameters may include parameters based on tool geometry. For example, a factor may modify the button size to account for spreading effects and the value for this factor may be determined based on a best fit to the data as before.
Finally, in step 210, the calibration adjustment is applied to subsequent measurements made with the down hole imaging tool.
Thus, a system for calibrating downhole imaging tools has been described. On one or more embodiments, the system may include a downhole imaging tool having a plurality of injector electrodes and at least one return electrode; and a calibrator mechanism with a known electromagnetic response, the calibrator mechanism disposed to engage all of the plurality of injector electrodes and the at least one return electrode simultaneously. In other embodiments, the system may include a downhole imaging tool having a main body, at least one arm expendably mounted on the main body, with a pad mounted on the extendable arm, and a plurality of injector electrodes and at least one return electrode mounted on a face of the pad; and a calibrator mechanism with an electromagnetic property, the calibrator mechanism disposed to engage all of the plurality of injector electrodes and the at least one return electrode simultaneously, wherein the calibrator mechanism conforms to the face of the pad and is in electrical contact with both the plurality of injector electrodes and the at least one and return electrode.
For any of the foregoing embodiments of a system for calibrating downhole imaging tools, the system may include, any one or more of the following elements, alone or in combination with one another:
The downhole imaging tool comprises a main body, at least one arm expendably mounted on the main body and a pad mounted on the extendable arm, wherein the plurality of injector electrodes and the at least one return electrode are mounted on a face of the pad, wherein the calibrator mechanism conforms to the face of the pad and is in electrical contact with both plurality of injector electrodes and the at least one and return electrode.
The calibrator mechanism is made of at least one rigid, conductive material with an inner face shaped to conform to the face of the pad.
The calibrator mechanism comprises a homogenous material.
The calibrator mechanism comprises a homogenous liquid.
The calibrator mechanism comprises a container in which a homogenous, conductive liquid is disposed, and the pad is at least partially submersed in the liquid so that the liquid provides continuous current path between the plurality of injector electrodes and at least one return electrode.
The calibrator mechanism comprises a porous material shaped to conform to the face of the pad; and an electrically conductive fluid saturating the porous material.
The calibrator mechanism consists of an electrical circuit composed of circuit elements and a plurality of pins, where each pin is electrically connected to a separate one of the plurality of injector electrodes and at least one return electrode.
The calibrator mechanism comprises a first electrically conductive calibrator component and a second electrically conductive calibrator component.
The first electrically conductive calibrator component has a first radial thickness and the second electrically conductive calibrator component has a second radial thickness.
The first and second radial thicknesses may be varied.
The first electrically conductive calibrator component has a first electromagnetic property and the second electrically conductive calibrator component has a second electromagnetic property different than the first electromagnetic property.
The calibrator mechanism comprises a reservoir in which a homogenous, conductive liquid is disposed.
The calibrator mechanism comprises a porous material shaped to conform to the face of the pad; and an electrically conductive fluid saturating the porous material.
The calibrator mechanism comprises of an electrical circuit composed of circuit elements and a plurality of pins, where each pin is electrically connected to a separate one of the plurality of injector electrodes and at least one return electrode.
The calibrator mechanism comprises a cover form eel of at least one rigid, conductive, homogenous material with an inner cover face shaped to conform to the face of the pad.
Likewise, a method for calibrating downhole imaging tools has been described. One or more embodiments of the calibration method may include engaging a calibrator mechanism having modeled electromagnetic properties with at least one injector electrode and at least one return electrode of a downhole imaging tool; energizing the downhole imaging tool to propagate a current from the injector electrode to return electrode via the calibrator mechanism; measuring the downhole imaging tool response in the presence of the calibrator mechanism; computing at least one calibration adjustment based on (i) the measured downhole imaging tool response and a (ii) known response of the calibrator mechanism; and applying the calibration adjustment to subsequent measurements made with the downhole imaging tool.
For any of the foregoing embodiments of a method for calibrating downhole imaging tools, the methods may include, any one or more of the following, alone or in combination with one another: Engaging comprises at least partially submerging a pad of the downhole imaging tool in a homogenous liquid.
Measuring comprises recording complex-valued and imaginary or amplitude and phase) impedances of the injector electrodes.
Different calibration adjustments are computed for different injector electrodes and frequencies. The steps of engaging, energizing, and measuring are repeated for multiple calibrator mechanisms with different electromagnetic properties, and thereafter, at least one non-linear relationship is established between recorded and modeled downhole electromagnetic tool responses.
A predicted response is complex-valued impedances computed by modeling the downhole imaging tool response to the calibrator model using the known electromagnetic properties of the calibrator mechanism.
The known response is a 3-D/2-D/1-D computer model, or a circuit model.
The calibration adjustment are functions of complex-valued coefficients computed by taking the ratio of the predicted responses to the recorded responses.
The calibrator mechanism includes at least one solid material with known electrical conductivity and permittivity in the frequency range of tool operation, and the material is molded or carved to conform to the face of the pad.
The calibrator mechanism comprises a container to hold at least one fluid (e.g. brine, oil, ethanol, etc.) with known electrical conductivity and permittivity in the frequency range of tool operation, and the pad is at least partially submersed in the fluid so that the fluid provides continuous current path between the electrodes.
The calibrator mechanism comprises a porous material (e.g. sponge, rock etc.) carved to conform to the face of the pad, the porous material is saturated with known volume of at least one fluid with known electrical conductivity and permittivity in the frequency range of tool operation.
The calibrator mechanism consists of an electrical circuit composed of lumped circuit elements and the surfaces of the electrodes on the pad is connected with conducting pins to this electrical circuit.
The calibrator mechanism comprises at least two materials with different electromagnetic properties, the first material in contact with the tool has properties representatives of downhole mud in the tool operating environment, and the second material has properties representatives of formation.
The thickness of the first material models tool standoff.
Utilizing a first electrically conductive calibrator component having a first electromagnetic properties to perform the steps of engaging, activating and measuring; and thereafter, utilizing a second electrically conductive calibrator component having a second electromagnetic properties different than the first electromagnetic properties and repeating the steps of engaging, activating and measuring.
Utilizing a first electrically conductive calibrator component having a first thickness to perform the steps of engaging, activating and measuring; and thereafter, utilizing a second electrically conductive calibrator component having a second thickness different than the first thickness and repeating the steps of engaging, activating and measuring.
Multiple calibrator mechanisms consist of multiple circuits composed of different lumped circuit element components.
The electromagnetic properties of the calibrator mechanism is measured prior to calibration using an independent (reference) instrument such as a vector network analyzer.
Although the present disclosure and its advantages have been described in detail, it should be understood that various changes, substitutions and alterations can be made herein without departing from the spirit and scope of the disclosure as defined by the following claims.