WO2012154167A1 - Pressure and flow control in drilling operations - Google Patents
Pressure and flow control in drilling operations Download PDFInfo
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- WO2012154167A1 WO2012154167A1 PCT/US2011/035751 US2011035751W WO2012154167A1 WO 2012154167 A1 WO2012154167 A1 WO 2012154167A1 US 2011035751 W US2011035751 W US 2011035751W WO 2012154167 A1 WO2012154167 A1 WO 2012154167A1
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- Prior art keywords
- flow
- control device
- flow control
- pressure
- annulus
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Classifications
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- E—FIXED CONSTRUCTIONS
- E21—EARTH OR ROCK DRILLING; MINING
- E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B21/00—Methods or apparatus for flushing boreholes, e.g. by use of exhaust air from motor
- E21B21/08—Controlling or monitoring pressure or flow of drilling fluid, e.g. automatic filling of boreholes, automatic control of bottom pressure
-
- E—FIXED CONSTRUCTIONS
- E21—EARTH OR ROCK DRILLING; MINING
- E21B—EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS
- E21B2200/00—Special features related to earth drilling for obtaining oil, gas or water
- E21B2200/22—Fuzzy logic, artificial intelligence, neural networks or the like
Definitions
- the present disclosure relates generally to equipment utilized and operations performed in conjunction with well drilling operations and, in an embodiment described herein, more particularly provides for pressure and flow control in drilling operations.
- Managed pressure drilling is well known as the art of precisely controlling bottom hole pressure during drilling by utilizing a closed annulus and a means for regulating pressure in the annulus.
- the annulus is typically closed during drilling through use of a rotating control device (RCD, also known as a rotating control head or rotating blowout preventer) which seals about the drill pipe as it rotates .
- RCD rotating control device
- FIG. 1 is a schematic view of a well drilling system and method embodying principles of the present disclosure.
- FIG. 2 is a schematic view of another configuration of the well drilling system.
- FIG. 3 is a schematic block diagram of a pressure and flow control system which may be used in the well drilling system and method.
- FIG. 4 is a flowchart of a method for making a drill string connection which may be used in the well drilling system and method.
- FIG. 5 is a schematic block diagram of another
- FIGS 6-8 are schematic block diagrams of various configurations of a predictive device which may be used in the pressure and flow control system of FIG. 5.
- FIG. 9 is a schematic view of another configuration of the well drilling system.
- FIG. 10 is a schematic view of another configuration of the well drilling system.
- FIG. 1 Representatively and schematically illustrated in FIG. 1 is a well drilling system 10 and associated method which can embody principles of the present disclosure.
- a wellbore 12 is drilled by rotating a drill bit 14 on an end of a drill string 16.
- Drilling fluid 18, commonly known as mud is circulated downward through the drill string 16, out the drill bit 14 and upward through an annulus 20 formed between the drill string and the wellbore 12, in order to cool the drill bit, lubricate the drill string, remove cuttings and provide a measure of bottom hole pressure control.
- a non-return valve 21 typically a flapper-type check valve
- Control of bottom hole pressure is very important in managed pressure drilling, and in other types of drilling operations.
- the bottom hole pressure is very important.
- Nitrogen or another gas, or another lighter weight fluid may be added to the drilling fluid 18 for pressure control. This technique is useful, for example, in
- RCD rotating control device 22
- the drill string 16 would extend upwardly through the RCD 22 for connection to, for example, a rotary table (not shown), a standpipe line 26, kelley (not shown), a top drive and/or other conventional drilling equipment.
- the drilling fluid 18 exits the wellhead 24 via a wing valve 28 in communication with the annulus 20 below the RCD 22.
- the fluid 18 then flows through mud return lines 30, 73 to a choke manifold 32, which includes redundant chokes 34 (only one of which might be used at a time).
- Backpressure is applied to the annulus 20 by variably restricting flow of the fluid 18 through the operative choke(s) 34.
- downhole pressure e.g., pressure at the bottom of the wellbore 12, pressure at a downhole casing shoe, pressure at a particular formation or zone, etc.
- a hydraulics model can be used, as described more fully below, to determine a pressure applied to the annulus 20 at or near the surface which will result in a desired downhole pressure, so that an operator (or an automated control system) can readily determine how to regulate the pressure applied to the annulus at or near the surface (which can be conveniently measured) in order to obtain the desired downhole pressure.
- Pressure applied to the annulus 20 can be measured at or near the surface via a variety of pressure sensors 36, 38 , 40 , each of which is in communication with the annulus.
- Pressure sensor 36 senses pressure below the RCD 22 , but above a blowout preventer (BOP) stack 42 .
- Pressure sensor 38 senses pressure in the wellhead below the BOP stack 42 .
- Pressure sensor 40 senses pressure in the mud return lines 30 , 73 upstream of the choke manifold 32 .
- Another pressure sensor 44 senses pressure in the standpipe line 26 .
- Yet another pressure sensor 46 senses pressure downstream of the choke manifold 32 , but upstream of a separator 48 , shaker 50 and mud pit 52 .
- Additional sensors include temperature sensors 54 , 56 , Coriolis
- flowmeter 58 and flowmeters 62 , 64 , 66 .
- the system 10 could include only two of the three flowmeters 62 , 64 , 66 .
- input from all available sensors is useful to the hydraulics model in determining what the pressure applied to the annulus 20 should be during the drilling operation.
- flowmeter 58 may be a Coriolis flowmeter, since a turbine flowmeter, acoustic flowmeter, or another type of flowmeter could be used instead.
- the drill string 16 may include its own sensors 60 , for example, to directly measure downhole pressure.
- sensors 60 may be of the type known to those skilled in the art as pressure while drilling (PWD), measurement while drilling (MWD) and/or logging while drilling (LWD) .
- PWD pressure while drilling
- MWD measurement while drilling
- LWD logging while drilling
- These drill string sensor systems generally provide at least pressure measurement, and may also provide temperature measurement, detection of drill string
- Various forms of wired or wireless telemetry may be used to transmit the downhole sensor measurements to the surface.
- Additional sensors could be included in the system 10, if desired.
- another flowmeter 67 could be used to measure the rate of flow of the fluid 18 exiting the wellhead 24, another Coriolis flowmeter (not shown) could be interconnected directly upstream or downstream of a rig mud pump 68, etc.
- the output of the rig mud pump 68 could be determined by counting pump strokes, instead of by using the flowmeter 62 or any other flowmeters.
- separator 48 could be a 3 or 4 phase separator, or a mud gas separator (sometimes referred to as a "poor boy degasser"). However, the separator 48 is not necessarily used in the system 10.
- the drilling fluid 18 is pumped through the standpipe line 26 and into the interior of the drill string 16 by the rig mud pump 68.
- the pump 68 receives the fluid 18 from the mud pit 52 and flows it via a standpipe manifold 70 to the standpipe 26.
- the fluid then circulates downward through the drill string 16, upward through the annulus 20, through the mud return lines 30, 73, through the choke manifold 32, and then via the separator 48 and shaker 50 to the mud pit 52 for conditioning and recirculation.
- the choke 34 cannot be used to control backpressure applied to the annulus 20 for control of the downhole pressure, unless the fluid 18 is flowing through the choke.
- a lack of fluid 18 flow will occur, for example, whenever a connection is made in the drill string 16 (e.g., to add another length of drill pipe to the drill string as the wellbore 12 is drilled deeper), and the lack of circulation will require that downhole pressure be regulated solely by the density of the fluid 18.
- the fluid is flowed from the pump 68 to the choke manifold 32 via a bypass line 72, 75.
- the fluid 18 can bypass the standpipe line 26, drill string 16 and annulus 20, and can flow directly from the pump 68 to the mud return line 30, which remains in communication with the annulus 20. Restriction of this flow by the choke 34 will thereby cause pressure to be applied to the annulus 20 (for example, in typical managed pressure drilling) .
- both of the bypass line 75 and the mud return line 30 are in communication with the annulus 20 via a single line 73.
- the bypass line 75 and the mud return line 30 could instead be separately connected to the wellhead 24, for example, using an additional wing valve (e.g., below the RCD 22), in which case each of the lines 30, 75 would be directly in communication with the annulus 20.
- an additional wing valve e.g., below the RCD 22
- each of the lines 30, 75 would be directly in communication with the annulus 20.
- this might require some additional plumbing at the rig site, the effect on the annulus pressure would be essentially the same as connecting the bypass line 75 and the mud return line 30 to the common line 73.
- Flow of the fluid 18 through the bypass line 72, 75 is regulated by a choke or other type of flow control device 74.
- Line 72 is upstream of the bypass flow control device 74, and line 75 is downstream of the bypass flow control device .
- Flow of the fluid 18 through the standpipe line 26 is substantially controlled by a valve or other type of flow control device 76.
- the flow control devices 74, 76 are independently controllable, which provides
- the flowmeters 64, 66 are depicted in FIG. 1 as being interconnected in these lines. However, the rate of flow through the standpipe line 26 could be determined even if only the flowmeters 62, 64 were used, and the rate of flow through the bypass line 72 could be determined even if only the flowmeters 62, 66 were used. Thus, it should be
- a bypass flow control device 78 and flow restrictor 80 may be used for filling the standpipe line 26 and drill string 16 after a connection is made in the drill string, and for equalizing pressure between the standpipe line and mud return lines 30, 73 prior to opening the flow control device 76.
- the standpipe bypass flow control device 78 By opening the standpipe bypass flow control device 78 after a connection is made, the fluid 18 is permitted to fill the standpipe line 26 and drill string 16 while a substantial majority of the fluid continues to flow through the bypass line 72, thereby enabling continued controlled application of pressure to the annulus 20.
- the flow control device 76 can be opened, and then the flow control device 74 can be closed to slowly divert a greater proportion of the fluid 18 from the bypass line 72 to the standpipe line 26.
- a similar process can be performed, except in reverse, to gradually divert flow of the fluid 18 from the standpipe line 26 to the bypass line 72 in preparation for adding more drill pipe to the drill string 16. That is, the flow control device 74 can be gradually opened to slowly divert a greater proportion of the fluid 18 from the standpipe line 26 to the bypass line 72, and then the flow control device 76 can be closed.
- restrictor 80 could be integrated into a single element (e.g., a flow control device having a flow restriction therein), and the flow control devices 76, 78 could be integrated into a single flow control device 81 (e.g., a single choke which can gradually open to slowly fill and pressurize the standpipe line 26 and drill string 16 after a drill pipe connection is made, and then open fully to allow maximum flow while drilling) .
- a single element e.g., a flow control device having a flow restriction therein
- the flow control devices 76, 78 could be integrated into a single flow control device 81 (e.g., a single choke which can gradually open to slowly fill and pressurize the standpipe line 26 and drill string 16 after a drill pipe connection is made, and then open fully to allow maximum flow while drilling) .
- the individually operable flow control devices 76, 78 are presently preferred.
- the flow control devices 76, 78 are at times referred to collectively below as though they are the single flow control device 81, but it should be understood that the flow control device 81 can include the individual flow control devices 76, 78.
- FIG. 2 Another alternative is representatively illustrated in FIG. 2.
- the flow control device 78 is in the form of a choke, and the flow restrictor 80 is not used.
- the flow control device 78 depicted in FIG. 2 enables more precise control over the flow of the fluid 18 into the standpipe line 26 and drill string 16 after a drill pipe connection is made.
- each of the flow control devices 74, 76, 78 and chokes 34 are preferably remotely and automatically controllable to maintain a desired downhole pressure by maintaining a desired annulus pressure at or near the surface.
- any one or more of these flow control devices 74 , 76 , 78 and chokes 34 could be manually
- a pressure and flow control system 90 which may be used in conjunction with the system 10 and associated methods of FIGS. 1 & 2 is representatively illustrated in FIG. 3 .
- the control system 90 is preferably fully automated, although some human intervention may be used, for example, to
- the control system 90 includes a hydraulics model 92 , a data acquisition and control interface 94 and a controller 96 (such as a programmable logic controller or PLC, a suitably programmed computer, etc.). Although these are described hereinafter, a programmable logic controller or PLC, a suitably programmed computer, etc.).
- elements 92 , 94 , 96 are depicted separately in FIG. 3 , any or all of them could be combined into a single element, or the functions of the elements could be separated into additional elements, other additional elements and/or functions could be provided, etc.
- the hydraulics model 92 is used in the control system 90 to determine the desired annulus pressure at or near the surface to achieve the desired downhole pressure.
- Data such as well geometry, fluid properties and offset well
- hydraulics model 92 In making this determination, as well as real-time sensor data acquired by the data acquisition and control interface 94 .
- the data acquisition and control interface 94 operates to maintain a substantially continuous flow of real-time data from the sensors 44 , 54 , 66 , 62 , 64 , 60 , 58 , 46 , 36 , 38 , 40 , 56 , 67 to the hydraulics model 92 , so that the hydraulics model has the information it needs to adapt to changing circumstances and to update the desired annulus pressure, and the hydraulics model operates to supply the data acquisition and control interface substantially
- a suitable hydraulics model for use as the hydraulics model 92 in the control system 90 is REAL TIME HYDRAULICS (TM) provided by Halliburton Energy Services, Inc. of
- a suitable data acquisition and control interface for use as the data acquisition and control interface 94 in the control system 90 are SENTRY (TM) and INSITE (TM) provided by Halliburton Energy Services, Inc. Any suitable data acquisition and control interface may be used in the control system 90 in keeping with the principles of this disclosure.
- the controller 96 operates to maintain a desired setpoint annulus pressure by controlling operation of the mud return choke 34 .
- the controller uses the desired annulus pressure as a setpoint and controls operation of the choke 34 in a manner (e.g., increasing or decreasing flow resistance through the choke as needed) to maintain the setpoint pressure in the annulus 20 .
- the choke 34 can be closed more to increase flow resistance, or opened more to decrease flow resistance.
- Maintenance of the setpoint pressure is accomplished by comparing the setpoint pressure to a measured annulus pressure (such as the pressure sensed by any of the sensors 36, 38, 40), and decreasing flow resistance through the choke 34 if the measured pressure is greater than the setpoint pressure, and increasing flow resistance through the choke if the measured pressure is less than the setpoint pressure.
- a measured annulus pressure such as the pressure sensed by any of the sensors 36, 38, 40
- This process is preferably automated, so that no human intervention is required, although human intervention may be used, if desired.
- the controller 96 may also be used to control operation of the standpipe flow control devices 76, 78 and the bypass flow control device 74.
- the controller 96 can, thus, be used to automate the processes of diverting flow of the fluid 18 from the standpipe line 26 to the bypass line 72 prior to making a connection in the drill string 16, then diverting flow from the bypass line to the standpipe line after the connection is made, and then resuming normal circulation of the fluid 18 for drilling. Again, no human intervention may be required in these automated processes, although human intervention may be used if desired, for example, to initiate each process in turn, to manually operate a component of the system, etc.
- a schematic flowchart is provided for a method 100 for making a drill pipe connection in the well drilling system 10 using the control system 90.
- the method 100 may be used in other well drilling systems, and with other control systems, in keeping with the principles of this disclosure.
- the drill pipe connection process begins at step 102, in which the process is initiated.
- a drill pipe connection is typically made when the wellbore 12 has been drilled far enough that the drill string 16 must be elongated in order to drill further.
- step 104 the flow rate output of the pump 68 may be decreased.
- the flow rate output of the pump 68 may be decreased.
- step 106 the setpoint pressure changes due to the reduced flow of the fluid 18 (e.g., to compensate for decreased fluid friction in the annulus 20 between the bit 14 and the wing valve 28 resulting in reduced equivalent circulating density) .
- the data acquisition and control interface 94 receives indications (e.g., from the sensors 58, 60, 62, 66, 67) that the flow rate of the fluid 18 has decreased, and the hydraulics model 92 in response
- the controller 96 uses the changed desired annulus pressure as a setpoint to control operation of the choke 34.
- the setpoint pressure would likely increase, due to the reduced equivalent circulating density, in which case flow resistance through the choke 34 would be increased in response.
- the setpoint pressure could decrease (e.g., due to production of liquid downhole).
- step 108 the restriction to flow of the fluid 18 through the choke 34 is changed, due to the changed desired annulus pressure in step 106.
- the controller 96 controls operation of the choke 34, in this case changing the restriction to flow through the choke to obtain the changed setpoint pressure. Also as discussed above, the setpoint pressure could increase or decrease.
- Steps 104, 106 and 108 are depicted in the FIG. 4 flowchart as being performed concurrently, since the
- setpoint pressure and mud return choke restriction can continuously vary, whether in response to each other, in response to the change in the mud pump output and in response to other conditions, as discussed above.
- step 109 the bypass flow control device 74
- step 110 the setpoint pressure changes due to the reduced flow of the fluid 18 through the drill string 16 (e.g., to compensate for decreased fluid friction in the annulus 20 between the bit 14 and the wing valve 28
- Flow through the drill string 16 is substantially reduced when the bypass flow control device 74 is opened, since the bypass line 72 becomes the path of least resistance to flow and, therefore, fluid 18 flows through bypass line 72.
- the data acquisition and control interface 94 receives
- the hydraulics model 92 in response determines that a changed annulus pressure is desired to maintain the desired downhole pressure, and the controller 96 uses the changed desired annulus pressure as a setpoint to control operation of the choke 34.
- the setpoint pressure could decrease (e.g., due to production of liquid downhole).
- step 111 the restriction to flow of the fluid 18 through the choke 34 is changed, due to the changed desired annulus pressure in step 110.
- the controller 96 controls operation of the choke 34, in this case changing the restriction to flow through the choke to obtain the changed setpoint pressure. Also as discussed above, the setpoint pressure could increase or decrease.
- Steps 109, 110 and 111 are depicted in the FIG. 4 flowchart as being performed concurrently, since the
- setpoint pressure and mud return choke restriction can continuously vary, whether in response to each other, in response to the bypass flow control device 74 opening and in response to other conditions, as discussed above. However, these steps could be performed non-concurrently in other examples.
- step 112 the pressures in the standpipe line 26 and the annulus 20 at or near the surface (indicated by sensors 36, 38, 40, 44) equalize.
- the bypass flow control device 74 should be fully open, and substantially all of the fluid 18 is flowing through the bypass line 72, 75 and not through the standpipe line 26 (since the bypass line represents the path of least resistance).
- Static pressure in the standpipe line 26 should substantially equalize with pressure in the lines 30, 73, 75 upstream of the choke manifold 32.
- step 114 the standpipe flow control device 81 is closed.
- the separate standpipe bypass flow control device 78 should already be closed, in which case only the valve 76 would be closed in step 114.
- step 116 a standpipe bleed valve 82 (see FIG. 10) would be opened to bleed pressure and fluid from the
- standpipe line 26 in preparation for breaking the connection between the kelley or top drive and the drill string 16. At this point, the standpipe line 26 is vented to atmosphere.
- step 118 the kelley or top drive is disconnected from the drill string 16, another stand of drill pipe is connected to the drill string, and the kelley or top drive is connected to the top of the drill string.
- This step is performed in accordance with conventional drilling practice, with at least one exception, in that it is conventional drilling practice to turn the rig pumps off while making a connection.
- the rig pumps 68 preferably remain on, but the standpipe valve 76 is closed and all flow is diverted to the choke manifold 32 for annulus pressure control.
- Non-return valve 21 prevents flow upward through the drill string 16 while making a connection with the rig pumps 68 on.
- step 120 the standpipe bleed valve 82 is closed.
- the standpipe line 26 is, thus, isolated again from atmosphere, but the standpipe line and the newly added stand of drill pipe are substantially empty (i.e., not filled with the fluid 18) and the pressure therein is at or near ambient pressure before the connection is made.
- step 122 the standpipe bypass flow control device
- step 124 opens (in the case of the valve and flow restrictor configuration of FIG. 1) or gradually opens (in the case of the choke configuration of FIG. 2). In this manner, the fluid 18 is allowed to fill the standpipe line 26 and the newly added stand of drill pipe, as indicated in step 124.
- the pressure in the standpipe line 26 will equalize with the pressure in the annulus 20 at or near the surface, as indicated in step 126. However, substantially all of the fluid 18 will still flow through the bypass line 72 at this point. Static pressure in the standpipe line 26 should substantially equalize with pressure in the lines 30, 73, 75 upstream of the choke manifold 32.
- step 1208 the standpipe flow control device 76 is opened in preparation for diverting flow of the fluid 18 to the standpipe line 26 and thence through the drill string 16.
- the standpipe bypass flow control device 78 is then closed. Note that, by previously filling the standpipe line 26 and drill string 16, and equalizing pressures between the standpipe line and the annulus 20, the step of opening the standpipe flow control device 76 does not cause any
- the flow control device 81 is gradually opened to slowly fill the standpipe line 26 and drill string 16, and then fully opened when pressures in the standpipe line and annulus 20 are substantially equalized.
- step 130 the bypass flow control device 74 is gradually closed, thereby diverting an increasingly greater proportion of the fluid 18 to flow through the standpipe line 26 and drill string 16, instead of through the bypass line 72. During this step, circulation of the fluid 18 begins through the drill string 16 and wellbore 12.
- step 132 the setpoint pressure changes due to the flow of the fluid 18 through the drill string 16 and annulus 20 (e.g., to compensate for increased fluid friction
- the data acquisition and control interface 94 receives
- the controller 96 determines that a changed annulus pressure is desired to maintain the desired downhole pressure, and the controller 96 uses the changed desired annulus pressure as a setpoint to control operation of the choke 34.
- the desired annulus pressure may either increase or decrease, as discussed above for steps 106 and 108.
- step 134 the restriction to flow of the fluid 18 through the choke 34 is changed, due to the changed desired annulus pressure in step 132.
- the controller 96 controls operation of the choke 34, in this case changing the restriction to flow through the choke to obtain the changed setpoint pressure.
- Steps 130, 132 and 134 are depicted in the FIG. 4 flowchart as being performed concurrently, since the setpoint pressure and mud return choke restriction can continuously vary, whether in response to each other, in response to the bypass flow control device 74 closing and in response to other conditions, as discussed above.
- step 135 the flow rate output from the pump 68 may be increased in preparation for resuming drilling of the wellbore 12. This increased flow rate maintains the choke 34 in its optimum operating range, but this step (as with step 104 discussed above) may not be used if the choke is otherwise maintained in its optimum operating range.
- step 136 the setpoint pressure changes due to the increased flow of the fluid 18 (e.g., to compensate for increased fluid friction in the annulus 20 between the bit 14 and the wing valve 28 resulting in increased equivalent circulating density) .
- the data acquisition and control interface 94 receives indications (e.g., from the sensors 58, 60, 62, 66, 67) that the flow rate of the fluid 18 has increased, and the hydraulics model 92 in response
- the controller 96 uses the changed desired annulus pressure as a setpoint to control operation of the choke 34.
- step 137 the restriction to flow of the fluid 18 through the choke 34 is changed, due to the changed desired annulus pressure in step 136.
- the controller 96 controls operation of the choke 34, in this case changing the restriction to flow through the choke to obtain the changed setpoint pressure. Also as discussed above, the setpoint pressure could increase or decrease.
- Steps 135, 136 and 137 are depicted in the FIG. 4 flowchart as being performed concurrently, since the
- setpoint pressure and mud return choke restriction can continuously vary, whether in response to each other, in response to the change in the mud pump output and in
- step 138 drilling of the wellbore 12 resumes.
- the steps 102-138 can be repeated.
- Steps 140 and 142 are included in the FIG. 4 flowchart for the connection method 100 to emphasize that the control system 90 continues to operate throughout the method. That is, the data acquisition and control interface 94 continues to receive data from the sensors 36, 38, 40, 44, 46, 54, 56, 58, 62, 64, 66, 67 and supplies appropriate data to the hydraulics model 92. The hydraulics model 92 continues to determine the desired annulus pressure corresponding to the desired downhole pressure. The controller 96 continues to use the desired annulus pressure as a setpoint pressure for controlling operation of the choke 34.
- controller 96 may be used to control operation of any or all of the flow control devices 34, 74, 76, 78, 81 automatically in response to input from the data acquisition and control interface 94.
- Human intervention would preferably be used to indicate to the control system 90 when it is desired to begin the connection process (step 102), and then to indicate when a drill pipe connection has been made (step 118), but substantially all of the other steps could be automated (i.e., by suitably programming the software elements of the control system 90). However, it is envisioned that all of the steps 102-142 can be automated, for example, if a suitable top drive drilling rig (or any other drilling rig which enables drill pipe connections to be made without human intervention) is used.
- control system 90 configuration of the control system 90 is representatively illustrated.
- the control system 90 of FIG. 5 is very similar to the control system of FIG. 3, but differs at least in that a predictive device 148 and a data validator 150 are included in the control system of FIG. 5.
- the predictive device 148 preferably comprises one or more neural network models for predicting various well parameters. These parameters could include outputs of any of the sensors 36, 38, 40, 44, 46, 54, 56, 58, 60, 62, 64, 66, 67, the annulus pressure setpoint output from the hydraulic model 92, positions of flow control devices 34, 74, 76, 78, drilling fluid 18 density, etc. Any well parameter, and any combination of well parameters, may be predicted by the predictive device 148.
- the predictive device 148 is preferably "trained” by inputting present and past actual values for the parameters to the predictive device. Terms or “weights" in the predictive device 148 may be adjusted based on derivatives of output of the predictive device with respect to the terms .
- the predictive device 148 may be trained by inputting to the predictive device data obtained during drilling, while making connections in the drill string 16, and/or during other stages of an overall drilling operation.
- the predictive device 148 may be trained by inputting to the predictive device data obtained while drilling at least one prior wellbore.
- the training may include inputting to the predictive device 148 data indicative of past errors in predictions produced by the predictive device.
- the predictive device 148 may be trained by inputting data generated by a computer simulation of the well drilling system 10 (including the drilling rig, the well, equipment utilized, etc.).
- the predictive device 148 can accurately predict or estimate what value one or more parameters should have in the present and/or future.
- the predicted parameter values can be supplied to the data validator 150 for use in its data validation processes.
- the predictive device 148 does not necessarily comprise one or more neural network models. Other types of
- predictive devices which may be used include an artificial intelligence device, an adaptive model, a nonlinear function which generalizes for real systems, a genetic algorithm, a linear system model, and/or a nonlinear system model, combinations of these, etc.
- the predictive device 148 may perform a regression analysis, perform regression on a nonlinear function and may utilize granular computing.
- An output of a first principle model may be input to the predictive device 148 and/or a first principle model may be included in the predictive device .
- the predictive device 148 receives the actual parameter values from the data validator 150, which can include one or more digital programmable processors, memory, etc.
- the data validator 150 uses various pre-programmed algorithms to determine whether sensor measurements, flow control device positions, etc., received from the data acquisition & control interface 94 are valid.
- a received actual parameter value is outside of an acceptable range, unavailable (e.g., due to a non-functioning sensor) or differs by more than a
- the data validator 150 may flag that actual parameter value as being "invalid.” Invalid parameter values may not be used for training the predictive device 148, or for determining the desired annulus pressure setpoint by the hydraulics model 92. Valid parameter values would be used for training the predictive device 148, for updating the hydraulics model 92, for recording to the data acquisition & control
- the desired annulus pressure setpoint may be
- the desired annulus pressure setpoint is communicated from the hydraulics model 92 to the data acquisition & control interface for recording in its database, and for relaying to the data validator 150 with the other actual parameter values.
- the desired annulus pressure setpoint is communicated from the hydraulics model 92 to the predictive device 148 for use in predicting future annulus pressure setpoints.
- the predictive device 148 could receive the desired annulus pressure setpoint (along with the other actual parameter values) from the data validator 150 in other examples .
- the desired annulus pressure setpoint is communicated from the hydraulics model 92 to the controller 96 for use in case the data acquisition & control interface 94 or data validator 150 malfunctions, or output from these other devices is otherwise unavailable. In that circumstance, the controller 96 could continue to control operation of the various flow control devices 34, 74, 76, 78 to
- the predictive device 148 is trained in real time, and is capable of predicting current values of one or more sensor measurements based on the outputs of at least some of the other sensors. Thus, if a sensor output becomes
- the predictive device 148 can supply the missing sensor measurement values to the data validator 150, at least temporarily, until the sensor output again becomes available .
- the data validator 150 can substitute the predicted flowmeter output for the actual (or nonexistent) flowmeter output. It is contemplated that, in actual practice, only one or two of the flowmeters 62, 64, 66 may be used. Thus, if the data validator 150 ceases to receive valid output from one of those flowmeters, determination of the proportions of fluid 18 flowing through the standpipe line 26 and bypass line 72 could not be readily
- Validated parameter values are communicated from the data validator 150 to the hydraulics model 92 and to the controller 96.
- the hydraulics model 92 utilizes the
- the data validator 150 is programmed to examine the individual parameter values received from the data
- the acquisition & control interface 94 determines if each falls into a predetermined range of expected values. If the data validator 150 detects that one or more parameter values it received from the data acquisition & control interface 94 is invalid, it may send a signal to the predictive device 148 to stop training the neural network model for the faulty sensor, and to stop training the other models which rely upon parameter values from the faulty sensor to train.
- the predictive device 148 may stop training one or more neural network models when a sensor fails, it can continue to generate predictions for output of the faulty sensor or sensors based on other, still functioning sensor inputs to the predictive device.
- the data validator 150 can substitute the predicted sensor parameter values from the predictive device 148 to the controller 96 and the hydraulics model 92. Additionally, when the data validator 150 determines that a sensor is malfunctioning or its output is unavailable, the data validator can generate an alarm and/or post a warning, identifying the malfunctioning sensor, so that an operator can take corrective action.
- the predictive device 148 is preferably also able to train a neural network model representing the output of the hydraulics model 92.
- a predicted value for the desired annulus pressure setpoint is communicated to the data validator 150. If the hydraulics model 92 has difficulties in generating proper values or is unavailable, the data validator 150 can substitute the predicted desired annulus pressure setpoint to the controller 96.
- the predictive device 148 includes a neural network model 152 which outputs predicted current (y n ) and/or future (y n+ i , y n+2 r ⁇ ) values for a parameter y.
- parameters a, b, c, ... are input to the neural network model 152 for training the neural network model, for predicting the parameter y values, etc.
- the parameters a, b, c, y, ... may be any of the sensor measurements, flow control device positions, physical parameters (e.g., mud weight, wellbore depth, etc.), etc. described above.
- weights are assigned to the various input parameters and those weights are automatically
- neural network model 152 It can be useful for a single neural network model 152 to output predicted parameter values for only a single parameter. Multiple neural network models 152 can be used to predict values for respective multiple parameters. In this manner, if one of the neural network models 152 fails, the others are not affected.
- two neural network models 152, 154 are used.
- the neural network models 152, 154 share some of the same input
- model 152 has some parameter input values which the model 154 does not share, and the model 154 has parameter input values which are not input to the model 152.
- a neural network model 152 outputs predicted values for only a single parameter associated with a particular sensor (or other source for an actual parameter value), then if that sensor (or other actual parameter value source) fails, the neural network model which predicts its output can be used to supply the parameter values while operations continue uninterrupted. Since the neural network model 152 in this situation is used only for predicting values for a single parameter, training of the neural network model can be conveniently stopped as soon as the failure of the sensor (or other actual parameter value source) occurs, without affecting any of the other neural network models being used to predict other parameter values.
- FIG. 9 is similar in most respects to the configuration of FIG. 2.
- the flow control device 78 and flow restrictor 80 are included with the flow control device 74 and flowmeter 64 in a separate flow diversion unit 156.
- the flow diversion unit 156 can be supplied as a "skid" for convenient transport and
- the choke manifold 32, pressure sensor 46 and flowmeter 58 may also be provided as a separate unit.
- the flow through the standpipe line 26 can be inferred from the outputs of the flowmeters 62, 64, and the flow through the mud return line 73 can be inferred from the outputs of the flowmeters 58, 64.
- the flow control device 76 is connected upstream of the rig's standpipe manifold 70.
- the rig's standpipe bleed valve 82 can be used to vent the standpipe 26 as in normal drilling operations (no need to change procedure by the rig's crew, no need for a separate venting line from the flow diversion unit 156), etc.
- the flow control device 76 can be interconnected between the rig pump 68 and the standpipe manifold 70 using, for example, quick connectors 84 (such as, hammer unions, etc.). This will allow the flow control device 76 to be conveniently adapted for interconnection in various rigs' pump lines.
- a specially adapted fully automated flow control device 76 (e.g., controlled automatically by the controller 96) can be used for controlling flow through the standpipe line 26, instead of using the conventional standpipe valve in a rig's standpipe manifold 70.
- the entire flow control device 81 can be customized for use as described herein (e.g., for controlling flow through the standpipe line 26 in
- the above disclosure provides a well drilling system 10 for use with a pump 68 which pumps drilling fluid 18 through a drill string 16 while drilling a wellbore 12.
- a flow control device 81 regulates flow from the pump 68 to an interior of the drill string 16, with the flow control device 81 being interconnected between the pump 68 and a rig standpipe manifold 70.
- Another flow control device 74 regulates flow from the pump 68 to a line 75 in
- the flow control device 81 may be operable
- the pump 68 may be a rig mud pump in communication via the flow control device 81 with a standpipe line 26 for supplying the drilling fluid 18 to the interior of the drill string 16.
- the system 10 is preferably free of any other pump which applies pressure to the annulus 20.
- the system 10 can also include another flow control device 34 which variably restricts flow from the annulus 20.
- An automated control system 90 may control operation of the flow control devices 34, 74 to maintain a desired annulus pressure while a connection is made in the drill string 16.
- the control system 90 may also control operation of the flow control device 81 to maintain the desired annulus pressure while the connection is made in the drill string 16.
- the method includes the steps of: dividing flow of drilling fluid 18 between a line 26 in communication with an interior of a drill string 16 and a line 75 in communication with an annulus 20 formed between the drill string 16 and a wellbore 12; the flow dividing step including permitting flow through a standpipe flow control device 81 interconnected between a pump 68 and a rig standpipe manifold 70, the standpipe manifold 70 being interconnected between the standpipe flow control device 81 and the drill string 16.
- the flow dividing step may also include permitting flow through a bypass flow control device 74 interconnected between the pump 68 and the annulus 20, while flow is permitted through the standpipe flow control device 81.
- the method may also include the step of closing the standpipe flow control device 81 after pressures in the line 26 in communication with the interior of the drill string 16 and the line 75 in communication with the annulus 20
- the method may include the steps of: making a
- bypass flow control device 74 permitting flow through the bypass flow control device 74; and then closing the bypass flow control device 74 after pressures again equalize in the line 26 in communication with the interior of the drill string 16 and in the line 75 in communication with the annulus 20.
- the method may also include the step of permitting flow through another flow control device (e.g., choke 34) continuously during the flow dividing, standpipe flow control device closing, connection making and bypass flow control device closing steps, thereby maintaining a desired annulus pressure corresponding to the desired bottom hole pressure .
- another flow control device e.g., choke 34
- the method may also include the step of determining the desired annulus pressure in response to input of sensor measurements to a hydraulics model 92 during the drilling operation.
- the step of maintaining the desired annulus pressure may include automatically varying flow through the flow control device (e.g., choke 34) in response to
- the above disclosure also describes a method 100 of making a connection in a drill string 16 while maintaining a desired bottom hole pressure.
- the method 100 includes the steps of:
- the steps of increasing flow through the bypass flow control device 74 and decreasing flow through the standpipe flow control device 81 may also include simultaneously permitting flow through the bypass and standpipe flow control devices 74, 81.
- the steps of decreasing flow through the bypass flow control device 74 and increasing flow through the standpipe flow control device 81 further comprise simultaneously permitting flow through the bypass and standpipe flow control devices 74, 81.
- the method 100 may also include the step of equalizing pressure between the line 26 in communication with the interior of the drill string 16 and the line 75 in
- This pressure equalizing step is preferably performed after the step of increasing flow through the bypass flow control device 74, and prior to the step of decreasing flow through the standpipe flow control device 81.
- the method 100 may also include the step of equalizing pressure between the line 26 in communication with the interior of the drill string 16 and the line 75 in
- This pressure equalizing step is preferably performed after the step of decreasing flow through the bypass flow control device 74, and prior to the step of increasing flow through the standpipe flow control device 81.
- the step of determining the desired annulus pressure may include determining the desired annulus pressure in response to input of sensor measurements to a hydraulics model 92.
- the step of maintaining the desired annulus pressure may include automatically varying flow through the mud return choke 34 in response to comparing a measured annulus pressure with the desired annulus pressure.
- the steps of decreasing flow through the standpipe flow control device 81, preventing flow through the standpipe flow control device 81 and increasing flow through the standpipe flow control device 81 may be automatically controlled by a controller 96.
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- Mining & Mineral Resources (AREA)
- Mechanical Engineering (AREA)
- Physics & Mathematics (AREA)
- Environmental & Geological Engineering (AREA)
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Abstract
Description
Claims
Priority Applications (7)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CA2832720A CA2832720C (en) | 2011-05-09 | 2011-05-09 | Pressure and flow control in drilling operations |
| AU2011367855A AU2011367855B2 (en) | 2011-05-09 | Pressure and flow control in drilling operations | |
| MX2013013045A MX340331B (en) | 2011-05-09 | 2011-05-09 | Pressure and flow control in drilling operations. |
| PCT/US2011/035751 WO2012154167A1 (en) | 2011-05-09 | 2011-05-09 | Pressure and flow control in drilling operations |
| EP11865031.6A EP2707570A4 (en) | 2011-05-09 | 2011-05-09 | PRESSURE AND FLOW CONTROL IN DRILLING OPERATIONS |
| MX2016008649A MX350433B (en) | 2011-05-09 | 2011-05-09 | Pressure and flow control in drilling operations. |
| US13/443,700 US9080407B2 (en) | 2011-05-09 | 2012-04-10 | Pressure and flow control in drilling operations |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/US2011/035751 WO2012154167A1 (en) | 2011-05-09 | 2011-05-09 | Pressure and flow control in drilling operations |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| WO2012154167A1 true WO2012154167A1 (en) | 2012-11-15 |
Family
ID=47139443
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/US2011/035751 Ceased WO2012154167A1 (en) | 2011-05-09 | 2011-05-09 | Pressure and flow control in drilling operations |
Country Status (4)
| Country | Link |
|---|---|
| EP (1) | EP2707570A4 (en) |
| CA (1) | CA2832720C (en) |
| MX (2) | MX350433B (en) |
| WO (1) | WO2012154167A1 (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2016174574A1 (en) * | 2015-04-28 | 2016-11-03 | Drillmec Spa | Control equipment for monitoring flows of drilling muds for uninterrupted drilling mud circulation circuits and method thereof |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020092655A1 (en) * | 1998-07-15 | 2002-07-18 | Deep Vision Llc | Subsea wellbore drilling system for reducing bottom hole pressure |
| US20020108783A1 (en) * | 2000-09-22 | 2002-08-15 | Elkins Hubert L. | Well drilling method and system |
| WO2011043764A1 (en) | 2009-10-05 | 2011-04-14 | Halliburton Energy Services, Inc. | Integrated geomechanics determinations and wellbore pressure control |
-
2011
- 2011-05-09 WO PCT/US2011/035751 patent/WO2012154167A1/en not_active Ceased
- 2011-05-09 MX MX2016008649A patent/MX350433B/en unknown
- 2011-05-09 EP EP11865031.6A patent/EP2707570A4/en not_active Withdrawn
- 2011-05-09 MX MX2013013045A patent/MX340331B/en active IP Right Grant
- 2011-05-09 CA CA2832720A patent/CA2832720C/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020092655A1 (en) * | 1998-07-15 | 2002-07-18 | Deep Vision Llc | Subsea wellbore drilling system for reducing bottom hole pressure |
| US20040124008A1 (en) * | 1998-07-15 | 2004-07-01 | Baker Hughes Incorporated | Subsea wellbore drilling system for reducing bottom hole pressure |
| US20020108783A1 (en) * | 2000-09-22 | 2002-08-15 | Elkins Hubert L. | Well drilling method and system |
| WO2011043764A1 (en) | 2009-10-05 | 2011-04-14 | Halliburton Energy Services, Inc. | Integrated geomechanics determinations and wellbore pressure control |
Non-Patent Citations (1)
| Title |
|---|
| See also references of EP2707570A4 |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2016174574A1 (en) * | 2015-04-28 | 2016-11-03 | Drillmec Spa | Control equipment for monitoring flows of drilling muds for uninterrupted drilling mud circulation circuits and method thereof |
| US10487601B2 (en) | 2015-04-28 | 2019-11-26 | Drillmec S.P.A. | Control equipment for monitoring flows of drilling muds for uninterrupted drilling mud circulation circuits and method thereof |
Also Published As
| Publication number | Publication date |
|---|---|
| AU2011367855A1 (en) | 2013-10-24 |
| MX2013013045A (en) | 2014-02-17 |
| MX350433B (en) | 2017-09-06 |
| MX340331B (en) | 2016-07-05 |
| CA2832720C (en) | 2017-03-28 |
| CA2832720A1 (en) | 2012-11-15 |
| EP2707570A4 (en) | 2015-12-30 |
| EP2707570A1 (en) | 2014-03-19 |
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