Patent Application
20170284185
The present invention generally relates to drilling and, in particular, to performing, in a downhole location, modal analysis of a borehole.
Boreholes are drilled deep into the earth for many applications such as carbon dioxide sequestration, geothermal production, and hydrocarbon exploration and production. In all of the applications, the boreholes are drilled such that they pass through or allow access to a material (e.g., a gas or fluid) contained in a formation located below the earth's surface different types of tools and instruments may be disposed in the boreholes to perform various tasks and measurements.
In more detail, wellbores or boreholes for producing hydrocarbons (such as oil and gas) are drilled using a drill string that includes a tubing made up of jointed tubulars or a continuous coiled tubing that has a drilling assembly, also referred to as the bottom hole assembly (BHA), attached to its bottom end. The BHA typically includes a number of sensors, formation evaluation tools, and directional drilling tools. A drill bit attached to the BHA is rotated with a drilling motor in the BHA and/or by rotating the drill string to drill the wellbore. While drilling, the sensors can determine several attributes about the motion and orientation of the BHA that can used, for example, to determine how the drill string will progress. Further, such information can be used to detect or prevent operation of the drill string in condition that is less than favorable. One example that is considered is vibrations that may be created in the drill string.
Severe vibrations in drill strings and associated bottomhole assemblies can be caused by cutting forces at the bit or mass imbalances in downhole tools such as mud motors. Vibrations can be differentiated into axial, torsional and lateral direction. Negative effects due to the severe vibrations are among others reduced rate of penetration, reduced quality of measurements and downhole failures. Hence, improvements in drill string operations that prevent severe vibrations would be appreciated in the drilling industry.
Disclosed herein is a method for selecting drilling parameters for drilling a borehole penetrating the earth with a drill string. The method includes: measuring vibration-related amplitudes of the drill string during operation using one or more vibrations sensor to provide amplitude measurements; determining with a downhole processor one or more modal properties comprising one or more eigenfrequencies of the drill string using the amplitude measurements, the determination being made by including any excitation force in a white noise term of a model of the drillstring; and selecting drilling parameters that apply an excitation force at a frequency that avoids a selected range of frequencies that bound the one or more eigenfrequencies using the processor.
Also disclosed is a method for selecting drilling parameters for drilling a borehole penetrating the earth with a drill string that includes: constructing a mathematical model of the drill string comprising dimensions and mass distribution of the drill string; forming a mathematical model of the drill string that includes any excitation stimulus being included as noise; measuring amplitudes of vibrations of the drill string due to the applied excitation forces using the plurality of vibration sensors to provide amplitude measurements; determining with a downhole processor one or more modal properties comprising one or more eigenfrequencies of the drill string using the amplitude measurements and the mathematical model; selecting drilling parameters that apply an excitation force at a frequency that avoids a selected range of frequencies that bound the one or more eigenfrequencies using the processor; and transmitting the selected drilling parameters to a drill string controller configured to control the drill string in accordance with the selected drilling parameters.
Additionally disclosed is a method for selecting drilling parameters for drilling a borehole penetrating the earth with a drill string. This method includes: measuring vibration-related amplitudes of the drill string during operation using one or more vibrations sensor to provide amplitude measurements; determining with a downhole processor one or more modal properties comprising one or more eigenfrequencies of the drill string using the amplitude measurements, the determination being made by without regard to any excitation force in a model of the drillstring; and selecting drilling parameters that apply an excitation force at a frequency that avoids a selected range of frequencies that bound the one or more eigenfrequencies using the processor.
The subject matter, which is regarded as the invention, is particularly pointed out and distinctly claimed in the claims at the conclusion of the specification. The foregoing and other features and advantages of the invention are apparent from the following detailed description taken in conjunction with the accompanying drawings, wherein like elements are numbered alike, in which:
Disclosed are methods and apparatus for selecting a drilling parameter for drilling a borehole with a drill string. The selected drilling parameter or parameters (e.g., string RPM, bit RPM, WOB, and the like) reduce or mitigate vibrations and thus improve the rate of penetration and reduce the risk of equipment damage. Consequently, boreholes may be drilled more efficiently and cost effectively. The method and apparatus vary an excitation frequency of a stimulus applied to the drill string. The excitation frequency may include multiple frequencies applied simultaneously, sequentially or some combination thereof. Similarly, the stimulus may include multiple stimuli or multiple stimulation sources. The resulting amplitudes of vibrations due to one stimulus or multiple stimuli are measured by one or more sensors. However, the stimulus, in embodiments herein is not known. In such a case, the stimulus or “excitation force” is not known. In those situations, the excitation force may be removed as a separate term from a state space model of the drill sting and simply expressed as or included in the noise (e.g., white noise) measured in the system. In short, embodiments herein may solve for vibrational effects (including eigenfrequencies, mode shapes, modal damping) without knowing and/or without considering the excitation force in the determination of the effects. Stated differently, the excitation force may or may not be known but is included in a noise term or the model.
The vibrations may be lateral, axial and/or torsional. From the amplitudes and/or phase information, vibrational characteristics of the drilling system such as modal properties (e.g., one or more eigenfrequencies, modal damping factors, mode shapes or stability factors) are identified. Operational drilling parameters are then selected to avoid severe vibrations induced by an excitation source that may damage the drilling system. The severe vibrations may result from a resonance in the drilling system where the excitation frequency equals an eigenfrequency. The selected operational parameters in one or more embodiments may be transmitted automatically to a controller for controlling the drilling parameters while a borehole is being drilled, thus, avoiding severe vibrations of the drill string.
During drilling operations a suitable drilling fluid 31 (also referred to as the “mud”) from a source or mud pit 32 is circulated under pressure through the drill string 20 by a mud pump 34. The drilling fluid 31 passes into the drill string 20 via a desurger 36, fluid line 38 and the kelly joint 21. The drilling fluid 31 is discharged at the borehole bottom 51 through an opening in the drill bit 50. The drilling fluid 31 circulates uphole through the annular space 27 between the drill string 20 and the borehole 26 and returns to the mud pit 32 via a return line 35. A sensor S1 in the line 38 provides information about the fluid flow rate. A surface torque sensor S2 and a sensor S3 associated with the drill string 20 respectively provide information about the torque and the rotational speed of the drill string. Additionally, one or more sensors (not shown) associated with line 29 are used to provide the hook load of the drill string 20 and about other desired parameters relating to the drilling of the wellbore 26.
In some applications the drill bit 50 is rotated by only rotating the drill pipe 22. However, in other applications, a drilling motor 55 (mud motor) disposed in the drilling assembly 90 is used to rotate the drill bit 50 and/or to superimpose or supplement the rotation of the drill string 20. In either case, the rate of penetration (ROP) of the drill bit 50 into the borehole 26 for a given formation and a drilling assembly largely depends upon the weight on bit and the drill bit rotational speed. In one aspect of the embodiment of
A surface control unit 40 receives signals from the downhole sensors and devices via a sensor 43 placed in the fluid line 38 as well as from sensors S1, S2, S3, hook load sensors and any other sensors used in the system and processes such signals according to programmed instructions provided to the surface control unit 40. The surface control unit 40 displays desired drilling parameters and other information on a display/monitor 42 for use by an operator at the rig site to control the drilling operations. The surface control unit 40 contains a computer, memory for storing data, computer programs, models and algorithms accessible to a processor in the computer, a recorder, such as tape unit for recording data and other peripherals. The surface control unit 40 also may include simulation models for use by the computer to processes data according to programmed instructions. The control unit responds to user commands entered through a suitable device, such as a keyboard. The control unit 40 is adapted to activate alarms 44 when certain unsafe or undesirable operating conditions occur.
The drilling assembly 90 also contains other sensors and devices or tools for providing a variety of measurements relating to the formation surrounding the borehole and for drilling the wellbore 26 along a desired path. Such devices may include a device for measuring the formation resistivity near and/or in front of the drill bit, a gamma ray device for measuring the formation gamma ray intensity and devices for determining the inclination, azimuth and position of the drill string. A formation resistivity tool 64, made according an embodiment described herein may be coupled at any suitable location, including above a lower kick-off subassembly 62, for estimating or determining the resistivity of the formation near or in front of the drill bit 50 or at other suitable locations. An inclinometer 74 and a gamma ray device 76 may be suitably placed for respectively determining the inclination of the BHA and the formation gamma ray intensity. Any suitable inclinometer and gamma ray device may be utilized. In addition, an azimuth device (not shown), such as a magnetometer or a gyroscopic device, may be utilized to determine the drill string azimuth. Such devices are known in the art and therefore are not described in detail herein. In the above-described exemplary configuration, the mud motor 55 transfers power to the drill bit 50 via a hollow shaft that also enables the drilling fluid to pass from the mud motor 55 to the drill bit 50. In an alternative embodiment of the drill string 20, the mud motor 55 may be coupled below the resistivity measuring device 64 or at any other suitable place.
Still referring to
The above-noted devices transmit data to a downhole telemetry system 72, which in turn transmits the received data uphole to the surface control unit 40. The downhole telemetry system 72 also receives signals and data from the surface control unit 40 and transmits such received signals and data to the appropriate downhole devices. In one aspect, a mud pulse telemetry system may be used to communicate data between the downhole sensors and devices and the surface equipment during drilling operations. A transducer 43 placed in the mud supply line 38 detects the mud pulses responsive to the data transmitted by the downhole telemetry 72. Transducer 43 generates electrical signals in response to the mud pressure variations and transmits such signals via a conductor 45 to the surface control unit 40. In other aspects, any other suitable telemetry system may be used for two-way data communication between the surface and the BHA 90, including but not limited to, an acoustic telemetry system, an electro-magnetic telemetry system, a wireless telemetry system that may utilize repeaters in the drill string or the wellbore and a wired pipe. The wired pipe may be made up by joining drill pipe sections, wherein each pipe section includes a data communication link that runs along the pipe. The data connection between the pipe sections may be made by any suitable method, including but not limited to, hard electrical or optical connections, induction, capacitive or resonant coupling methods. In case a coiled-tubing is used as the drill pipe 22, the data communication link may be run along a side of the coiled-tubing.
The drilling system described thus far relates to those drilling systems that utilize a drill pipe to conveying the drilling assembly 90 into the borehole 26, wherein the weight on bit is controlled from the surface, typically by controlling the operation of the drawworks. However, a large number of the current drilling systems, especially for drilling highly deviated and horizontal wellbores, utilize coiled-tubing for conveying the drilling assembly downhole. In such application a thruster is sometimes deployed in the drill string to provide the desired force on the drill bit. Also, when coiled-tubing is utilized, the tubing is not rotated by a rotary table but instead it is injected into the wellbore by a suitable injector while the downhole motor, such as mud motor 55, rotates the drill bit 50. For offshore drilling, an offshore rig or a vessel is used to support the drilling equipment, including the drill string.
Still referring to
Severe vibrations in drillstrings and bottomhole assemblies can be caused by cutting forces at the bit or mass imbalances in downhole tools such as mud motors. Negative effects are among others reduced rate of penetration, reduced quality of measurements and downhole failures. It is important to find drilling parameters (string RPM, bit RPM, WOB, . . . ) that reduce or mitigate vibrations.
In the embodiment of
One way to model a system is to utilize so called “Lumped mass models” or models based on the discretization of the structure such as the finite element method exist to capture the dynamics of the bottomhole assembly (BHA). These models can be very sensitive against changes of parameters like the borehole geometry or the model of fluid damping. This is especially true for lateral vibrations. In many cases the excitation forces (e.g., input torque) cannot be modeled quantitatively. Further time domain applications that are potentially more accurate are connected with very high computational effort.
A downhole identification of eigenfrequencies/resonances and the modal damping of the structure (e.g., drill string) are disclosed that may allow for determination of improved or optimal drilling parameters. These parameters may be provided to an operator who causes the operation of the drilling system to change based on them in one embodiment. In another embodiment, the improved or optimal drilling parameters may be determined by a computing device and automatically implemented. Further, in some cases, rather than parameters to operate under (e.g, optimal parameters), sub-optimal or worse case operating parameters and the provided to the operator such that the operator (either human or automatic) does not select such parameters. For example, in one embodiment, the systems and methods disclosed herein may allow for the avoidance of lateral resonances with low damping by changing operational parameters (rotary speed, flow rate, weight on bit).
In some instances, a string may be modeled and its modal results determined. In such cases, the excitation force, e.g., input torque, is known or set. In the teachings herein, as the modal analysis is being performed downhole, the excitation force is or may be unknown. In one embodiment, the excitation forces are assumed to be white noise that leads to simplification in the derivation of the modal parameters (eigenfrequencies, mode shapes, modal damping) from measurement data. The knowledge of eigenfrequencies and modal damping may be beneficial to find optimal drilling parameters. This is especially useful to avoid resonances with the rotary speed/mud motor excitation to avoid severe lateral vibrations. Based on this knowledge, certain information may be determined or analysis performed. For instance, stability analysis in cases of torsional vibrations (stick/slip or high-frequency torsional oscillations), identification of unknown modal properties for load estimation with Kalman filter techniques (at non-measurement positions along the BHA), avoidance of lateral resonances with low damping by changing operational parameters (rotary speed, flow rate, weight on bit), health monitoring of components by examining changing eigenfrequencies (eigenfrequencies change as a crack grows—if new eigenfrequencies are identified this could indicate failures)
In general, as and described, above, the modal analysis at device 104 determines modal results 106 that include one or more of eigenfrequencies, modal damping and modal shapes. This analysis includes operating with a discrete state space formulation of the structure is assumed where sensors and excitation are assumed to be disturbed by white noise. This leads to a so-called stochastic state space model. The assumption of white noise excitation leads to simplifications. It can be shown that the mathematical model can be interpreted as an impulse response of the underlying matrices. The derivation of modal parameters from an impulse response is well known in this context. In a second step it can be shown that the state matrix can then be calculated from a singular value decomposition of time-based measurement data. A modal analysis of the state matrix directly leads to eigenfrequencies, modal damping and eigenvectors (limited to the measurement positions) of the system.
In more detail, Multi-degree-of-freedom (MDOF) systems are usually described by the differential equation:
M{umlaut over (q)}+C
q
{dot over (q)}+Kq=F(t)=B2u(t).
The matrices M, Cq,K are the mass, damping and stiffness matrix of the dimension n2×m. Respectively n2 is the number of degree of freedom (DOF) of the discretized dynamic system. B2 is a matrix of size n2×m that applies the m different forces of u(t) onto the DOFs of the system. The above MDOF equation can be transformed into a state space equation by defining the following terms:
with the continuous state-space model:
x(t)=Acx(t)+Bcu(t)
where:
A
c and Bcεn×n,n=2n2
are defined as the so called state or system matrix and input matrix of the state-space model. The outputs of interest can be determined by:
y(t)=Cx(t)+Du(t)
where
C=[C
d
−C
a
M
−1
K C
v
−C
a
M
−1
C
q
],D=C
a
M
−1
B
2
are the output and direct transmission matrix. The output matrix C consists of the output matrices
C
d
,C
v
,C
aεm
for displacement, velocity and acceleration. m2 represents the number of outputs.
Since all measured data is sampled at discrete point of time. The continuous model needs to by transferred to the discrete state-space model:
x
k+1
=Ax
k
+Bu
k; and
y
k
=Cx
k
+Du
k
where xk=x(kΔt) states the time discretization. Process noise wk due to disturbance and modeling inaccuracies and measurement noise vk caused by sensor inaccuracy are added to the state and output vector leading to the discrete stochastic-deterministic state space model:
x
k+1
=Ax
k
+Bu
k
+w
k,
y
k
=Cx
k
+Du
k
+v
k.
Herein, the uk terms of the stochastic-deterministic state spacemodel are eliminated and the system is considered to be described by the stochastic statespace model. Thus the excitation is may, in embodiment, be modeled by white noise resulting in
x
k+1
=Ax
k
+w
k,
y
k
=Cx
k
+v
k.
Block 306 calls for selecting drilling parameters that apply an excitation force at a frequency that avoids a selected range of frequencies that bound the one or more eigenfrequencies. The selection may be done by a human or automatically using a control processor. By avoiding the selected range of frequencies, severe vibrations due to resonance of the drill string can be avoided. In general, the range of frequencies that bound the one or more eigenfrequencies is selected so that damage to the drill string is prevented. For example, operation of the drill string outside of the selected range provides for operation of drill string components within their operational specifications or design parameters. Stated in other words, the range to be avoided may be selected such that the drill string components would exceed their operational specifications or design parameters if operated within that range. Margins that encompass sensor error may be added to the selected range may be used to help insure that the drilling parameters do not cause resonant vibrations of the drill string.
The method in
The method may also include constructing a mathematical model of the drill string comprising dimensions and mass distribution of the drill string; determining a location of one or more nodes of the modal shape. The mathematical model may include a shape and dimensions of the borehole and the drill string being disposed in the borehole so that impacts with the borehole wall may be modeled.
According to one embodiment, a method for selecting drilling parameters for drilling a borehole penetrating the earth with a drill string includes measuring vibration-related amplitudes of the drill string during operation using one or more vibrations sensor to provide amplitude measurements; determining with a downhole processor one or more modal properties comprising one or more eigenfrequencies of the drill string using the amplitude measurements, the determination being made by including any excitation force in a white noise term of a model of the drillstring; and selecting drilling parameters that apply an excitation force at a frequency that avoids a selected range of frequencies that bound the one or more eigenfrequencies using the processor.
The method of embodiment 1 wherein the one or more modal properties further comprise modal shape and/or modal damping.
The method of any prior embodiment further comprising drilling the borehole with a drilling rig using the selected drilling parameters.
The method of any prior embodiment wherein the excitation device comprises a mud-motor and varying a frequency comprises varying a flow rate of drilling fluid through the drill string.
The method of any prior embodiment wherein varying a flow rate comprises varying at least one of a drilling fluid pump speed and a drilling fluid flow valve.
The method of any prior embodiment, wherein the sensor is disposed in a bottomhole assembly of the drill string.
The method of any prior embodiment further comprising: constructing a mathematical model of the drill string comprising dimensions and mass distribution of the drill string; and analyzing a response of the mathematical model to during operation to provide the modal shape of the drill string.
A method for selecting drilling parameters for drilling a borehole penetrating the earth with a drill string, the method comprising: measuring vibration-related amplitudes of the drill string during operation using one or more vibrations sensor to provide amplitude measurements; determining with a downhole processor one or more modal properties comprising one or more eigenfrequencies of the drill string using the amplitude measurements, the determination being made by without regard to any excitation force in a model of the drillstring; and selecting drilling parameters that apply an excitation force at a frequency that avoids a selected range of frequencies that bound the one or more eigenfrequencies using the processor.
The method any prior embodiment, wherein the one or more modal properties further comprise modal shape and/or modal damping.
The method of any prior embodiment further comprising drilling the borehole with a drilling rig using the selected drilling parameters.
The method of any prior embodiment, wherein the excitation device comprises a mud-motor and varying a frequency comprises varying a flow rate of drilling fluid through the drill string.
The method of any prior embodiment wherein the sensor is disposed in a bottomhole assembly of the drill string.
The method of any prior embodiment, further comprising: constructing a mathematical model of the drill string comprising dimensions and mass distribution of the drill string; and analyzing a response of the mathematical model to during operation to provide the modal shape of the drill string.
A method for selecting drilling parameters for drilling a borehole penetrating the earth with a drill string includes: constructing a mathematical model of the drill string comprising dimensions and mass distribution of the drill string; forming a mathematical model of the drill string that includes any excitation stimulus being included as noise; measuring amplitudes of vibrations of the drill string due to the applied excitation forces using the plurality of vibration sensors to provide amplitude measurements; determining with a downhole processor one or more modal properties comprising one or more eigenfrequencies of the drill string using the amplitude measurements and the mathematical model; selecting drilling parameters that apply an excitation force at a frequency that avoids a selected range of frequencies that bound the one or more eigenfrequencies using the processor; and transmitting the selected drilling parameters to a drill string controller configured to control the drill string in accordance with the selected drilling parameters.
The method of any prior embodiment wherein the operator is a computing device.
The method of any prior embodiment wherein the operator is a human.
In support of the teachings herein, various analysis components may be used, including digital and/or analog systems. The digital and/or analog systems may be included, for example, in the downhole electronics unit 42 or the processing unit 28. The systems may include components such as a processor, analog to digital converter, digital to analog converter, storage media, memory, input, output, communications link (wired, wireless, pulsed mud, optical or other), user interfaces, software programs, signal processors (digital or analog) and other such components (such as resistors, capacitors, inductors and others) to provide for operation and analyses of the apparatus and methods disclosed herein in any of several manners well-appreciated in the art. It is considered that these teachings may be, but need not be, implemented in conjunction with a set of computer executable instructions stored on a computer readable medium, including memory (ROMs, RAMs, USB flash drives, removable storage devices), optical (CD-ROMs), or magnetic (disks, hard drives), or any other type that when executed causes a computer to implement the method of the present invention. These instructions may provide for equipment operation, control, data collection and analysis and other functions deemed relevant by a system designer, owner, user or other such personnel, in addition to the functions described in this disclosure.
The use of the terms “a” and “an” and “the” and similar referents in the context of describing the invention (especially in the context of the following claims) are to be construed to cover both the singular and the plural, unless otherwise indicated herein or clearly contradicted by context. Further, it should further be noted that the terms “first,” “second,” and the like herein do not denote any order, quantity, or importance, but rather are used to distinguish one element from another. The modifier “about” used in connection with a quantity is inclusive of the stated value and has the meaning dictated by the context (e.g., it includes the degree of error associated with measurement of the particular quantity).
The teachings of the present disclosure may be used in a variety of well operations. These operations may involve using one or more treatment agents to treat a formation, the fluids resident in a formation, a wellbore, and/or equipment in the wellbore, such as production tubing. The treatment agents may be in the form of liquids, gases, solids, semi-solids, and mixtures thereof. Illustrative treatment agents include, but are not limited to, fracturing fluids, acids, steam, water, brine, anti-corrosion agents, cement, permeability modifiers, drilling muds, emulsifiers, demulsifiers, tracers, flow improvers etc. Illustrative well operations include, but are not limited to, hydraulic fracturing, stimulation, tracer injection, cleaning, acidizing, steam injection, water flooding, cementing, etc.
While the invention has been described with reference to an exemplary embodiment or embodiments, it will be understood by those skilled in the art that various changes may be made and equivalents may be substituted for elements thereof without departing from the scope of the invention. In addition, many modifications may be made to adapt a particular situation or material to the teachings of the invention without departing from the essential scope thereof. Therefore, it is intended that the invention not be limited to the particular embodiment disclosed as the best mode contemplated for carrying out this invention, but that the invention will include all embodiments falling within the scope of the claims. Also, in the drawings and the description, there have been disclosed exemplary embodiments of the invention and, although specific terms may have been employed, they are unless otherwise stated used in a generic and descriptive sense only and not for purposes of limitation, the scope of the invention therefore not being so limited.
