This disclosure relates to formation swelling control using heat treatment.
Wellbore instability and time delayed failures due to interaction between a drilling fluid and geologic formation (for example, shale) while drilling may cause problems, both technical and financial, in drilling procedures. For example, borehole instability in geologic formations, such as shales, may increase problems, time, and cost during drilling. Problems may be time dependent, as they build up over time, such as swelling in shales during drilling. Consequences may include losing the hole in the wellbore (for example, collapse), having to manage a well control situation, or having to sidetrack. Technologies such as horizontal drilling, slim-hole drilling, and coiled-tubing drilling may not resolve borehole instability problems and, indeed, they may lead to at least as many problems as conventional drilling. Borehole instability in various geological formations may be a complex phenomenon, because certain rock formations, when in contact with water-based drilling fluids, can absorb water and ions can cause wellbore instability leading to the aforementioned issues.
This disclosure describes implementations of a wellbore system that includes a downhole heating assembly. In some aspects, the downhole heating assembly may be controlled to apply or focus heat to a portion of a rock formation that defines a wellbore. In some aspects, the focused heat may be applied (for example, along with a drilling operation or subsequent to a drilling operation) at a specified temperature sufficient to reduce a capability of the rock formation to absorb a liquid, such as a drilling fluid, water, or other liquid. In some aspects, the focused heat may be applied (for example, prior to a hydraulic fracturing operation) at a specified temperature sufficient to weaken the rock formation, micro-fracture the rock formation, or both.
In an example implementation, a downhole tool system includes a downhole tool string configured to couple to a downhole conveyance that extends in a wellbore from a terranean surface through at least a portion of a subterranean zone, the subterranean zone including a geologic formation; and a heating device coupled with the downhole tool string, the heating device configured to transfer heat to the geologic formation in the wellbore at a specified temperature sufficient to adjust a quality of the geologic formation associated with a fluid absorption capacity of the geologic formation.
In a first aspect combinable with the example implementation, the quality of the geologic formation associated with the fluid absorption capacity of the geologic formation includes a cationic exchange capacity of the geologic formation.
In a second aspect combinable with any one of the previous aspects, the specified temperature is sufficient to reduce the cationic exchange capacity of the geologic formation.
In a third aspect combinable with any one of the previous aspects, the geologic formation includes a shale formation.
In a fourth aspect combinable with any one of the previous aspects, the specified temperature is between 400° C. and 500° C.
In a fifth aspect combinable with any one of the previous aspects, the heating device includes at least one of a microwave heating device, a laser heating device, or an in situ combustor.
In a sixth aspect combinable with any one of the previous aspects, the downhole tool string includes a bottom hole assembly that includes a drill bit configured to form the wellbore.
In a seventh aspect combinable with any one of the previous aspects, the heating device is configured to transfer heat to the geologic formation in a first portion of the wellbore during operation of the drill bit in a second portion of the wellbore downhole of the first portion of the wellbore.
In an eighth aspect combinable with any one of the previous aspects, the downhole conveyance includes a tubing string or a wireline.
A ninth aspect combinable with any one of the previous aspects further includes a temperature sensor positioned adjacent the heating device; and a control system configured to receive a temperature value from the temperature sensor and adjust the heating device based, at least in part, on the received temperature value.
In another example implementation, a method for treating a geologic formation includes positioning, in a wellbore, a downhole heating device that is coupled to a downhole conveyance that extends from a terranean surface to a subterranean zone that includes a geologic formation; generating, with the downhole heating device, an amount of heat power at a specified temperature to transfer to a portion of the geologic formation in the wellbore; and adjusting a quality of the geologic formation associated with a fluid absorption capacity of the geologic formation based on the generated amount of heat power at the specified temperature.
In a first aspect combinable with the example implementation, the quality of the geologic formation associated with the fluid absorption capacity of the geologic formation includes a cationic exchange capacity of the geologic formation.
In a second aspect combinable with any one of the previous aspects, the specified temperature is sufficient to reduce the cationic exchange capacity of the geologic formation.
In a third aspect combinable with any one of the previous aspects, generating, with the downhole heating device, an amount of heat power at a specified temperature to transfer to a portion of the geologic formation includes at least one of: activating a downhole laser to generate the amount of heat power at the specified temperature to transfer to the portion of the geologic formation; activating a downhole microwave to generate the amount of heat power at the specified temperature to transfer to the portion of the geologic formation; or activating a downhole combustor to generate the amount of heat power at the specified temperature to transfer to the portion of the geologic formation.
A fourth aspect combinable with any one of the previous aspects further includes focusing the generated heat power on a portion of the geologic formation in the wellbore.
A fifth aspect combinable with any one of the previous aspects further includes forming the wellbore from the terranean surface to the subterranean zone.
In a sixth aspect combinable with any one of the previous aspects, forming the wellbore from the terranean surface to the subterranean zone includes drilling through the geologic formation of the subterranean zone.
In a seventh aspect combinable with any one of the previous aspects, generating, with the downhole heating device, the amount of heat power at the specified temperature occurs simultaneously with drilling through the geologic formation of the subterranean zone.
In an eighth aspect combinable with any one of the previous aspects, generating, with the downhole heating device, the amount of heat power at the specified temperature occurs subsequently to drilling through the geologic formation of the subterranean zone.
A ninth aspect combinable with any one of the previous aspects further includes tripping a drilling assembly out of the wellbore after drilling through the geologic formation and before positioning the downhole heating device in the wellbore adjacent the portion of the geologic formation.
A tenth aspect combinable with any one of the previous aspects further includes measuring a temperature in the wellbore adjacent the portion of the geologic formation during generation of the heat power; comparing the measured temperature and the specified temperature; and based on a difference in the measured temperature and the specified temperature, adjusting the downhole heating device.
An eleventh aspect combinable with any one of the previous aspects further includes determining the specified temperature based, at least in part, on one or more of a property of a drilling fluid used to form the wellbore; a mineral property of the geologic formation; or a physical property of the geologic formation.
In a twelfth aspect combinable with any one of the previous aspects, the geologic formation includes a shale formation.
In another example implementation, a downhole tool includes a top sub-assembly configured to couple to a downhole conveyance; a housing connected to the top sub-assembly; and a heater enclosed within at least a portion of the housing and configured to transfer heat to a rock formation in the wellbore at a specified temperature sufficient to reduce a capacity of the rock formation to absorb a downhole liquid.
In a first aspect combinable with the example implementation, the heater is configured to transfer heat to the rock formation in the wellbore at the specified temperature sufficient to reduce a cationic exchange capacity of the rock formation.
In a second aspect combinable with any one of the previous aspects, the specified temperature is between 400° C. and 500° C.
In a third aspect combinable with any one of the previous aspects, the heating device includes at least one of a microwave heating device, a laser heating device, or an in situ combustor.
A fourth aspect combinable with any one of the previous aspects further includes a bottom sub-assembly configured to couple to a bottom hole assembly that includes a drill bit.
In a fifth aspect combinable with any one of the previous aspects, the heating device is configured to transfer heat to the rock formation in a first portion of the wellbore during operation of the drill bit in a second portion of the wellbore.
Implementations of a wellbore system according to the present disclosure may include one or more of the following features. For example, the wellbore system may treat (for example, with heat) a geological formation through which a wellbore is formed in order to stabilize the rock in the formation. As another example, the wellbore system may reduce or prevent swelling or other movement of the rock in the geological formation at a wall of the wellbore, such as during drilling operations with a absorbable drilling fluid (for example, water, foam, or other drilling fluid). The wellbore system may also prevent or help prevent collapse of the wellbore due to, for instance, swelling or other breakdown of the rock in the geological formation at the wall of the wellbore. The wellbore system may also increase stability of the wellbore during or subsequent to drilling operations.
The details of one or more implementations of the subject matter described in this disclosure are set forth in the accompanying drawings and the description below. Other features, aspects, and advantages of the subject matter will become apparent from the description, the drawings, and the claims.
As shown, the wellbore system 10 accesses a subterranean formation 40, and provides access to hydrocarbons located in such subterranean formation 40. In an example implementation of system 10, the system 10 may be used for a drilling operation in which a downhole tool 50 may include or be coupled with a drilling bit. In another example implementation of system 10, the system 10 may be used for a completion, for example, hydraulic fracturing, operation in which the downhole tool 50 may include or be coupled with a hydraulic fracturing tool. Thus, the wellbore system 10 may allow for a drilling or fracturing or stimulation operations.
As illustrated in
In some embodiments, the drilling assembly 15 may be deployed on a body of water rather than the terranean surface 12. For instance, in some embodiments, the terranean surface 12 may be an ocean, gulf, sea, or any other body of water under which hydrocarbon-bearing formations may be found. In short, reference to the terranean surface 12 includes both land and water surfaces and contemplates forming and developing one or more wellbore systems 10 from either or both locations.
Generally, as a drilling system, the drilling assembly 15 may be any appropriate assembly or drilling rig used to form wellbores or boreholes in the Earth. The drilling assembly 15 may use traditional techniques to form such wellbores, such as the wellbore 20, or may use nontraditional or novel techniques. In some embodiments, the drilling assembly 15 may use rotary drilling equipment to form such wellbores. Rotary drilling equipment is known and may consist of a drill string 17 and the downhole tool 50 (for example, a bottom hole assembly and bit). In some embodiments, the drilling assembly 15 may consist of a rotary drilling rig. Rotating equipment on such a rotary drilling rig may consist of components that serve to rotate a drill bit, which in turn forms a wellbore, such as the wellbore 20, deeper and deeper into the ground. Rotating equipment consists of a number of components (not all shown here), which contribute to transferring power from a prime mover to the drill bit itself. The prime mover supplies power to a rotary table, or top direct drive system, which in turn supplies rotational power to the drill string 17. The drill string 17 is typically attached to the drill bit within the downhole tool 50 (for example, bottom hole assembly). A swivel, which is attached to hoisting equipment, carries much, if not all of, the weight of the drill string 17, but may allow it to rotate freely.
The drill string 17 typically consists of sections of heavy steel pipe, which are threaded so that they can interlock together. Below the drill pipe are one or more drill collars, which are heavier, thicker, and stronger than the drill pipe. The threaded drill collars help to add weight to the drill string 17 above the drill bit to ensure that there is enough downward pressure on the drill bit to allow the bit to drill through the one or more geological formations. The number and nature of the drill collars on any particular rotary rig may be altered depending on the downhole conditions experienced while drilling.
The circulating system of a rotary drilling operation, such as the drilling assembly 15, may be an additional component of the drilling assembly 15. Generally, the circulating system may cool and lubricate the drill bit, removing the cuttings from the drill bit and the wellbore 20 (for example, through an annulus 60), and coat the walls of the wellbore 20 with a mud type cake. The circulating system consists of drilling fluid, which is circulated down through the wellbore throughout the drilling process. Typically, the components of the circulating system include drilling fluid pumps, compressors, related plumbing fixtures, and specialty injectors for the addition of additives to the drilling fluid. In some embodiments, such as, for example, during a horizontal or directional drilling process, downhole motors may be used in conjunction with or in the downhole tool 50. Such a downhole motor may be a mud motor with a turbine arrangement, or a progressive cavity arrangement, such as a Moineau motor. These motors receive the drilling fluid through the drill string 17 and rotate to drive the drill bit or change directions in the drilling operation.
In many rotary drilling operations, the drilling fluid is pumped down the drill string 17 and out through ports or jets in the drill bit. The fluid then flows up toward the surface 12 within annulus 60 between the wellbore 20 and the drill string 17, carrying cuttings in suspension to the surface. The drilling fluid, much like the drill bit, may be chosen depending on the type of geological conditions found under subterranean surface 12. The drilling fluid, in some instances, or other fluids introduced into the wellbore 20, may be absorbed by the rock formation 42, causing the formation 42 to swell and possibly become unstable (for example, fall into the wellbore 20). For example, as a shale formation (or other material susceptible to liquid absorption that causes instability, swelling, or both), the rock formation 42 may contain around 60% clay material with 15% of it as active swellable clay. Other shale formations may have different consistencies of clay material or active swellable clay as well. Further, non-shale formations may also include clay material or an active swellable material. In any event, a particular criteria for determining swellability may include percent of active swellable material as well as Cationic Exchange Capacity (CEC). In some implementations, a reduction in active swellable material, which may not be possible, is one example technique for reducing swellability of the rock formation 42. In further implementations, reduction in CEC may also reduce swellability of the rock formation 42.
In some embodiments of the wellbore system 10, the wellbore 20 may be cased with one or more casings. As illustrated, the wellbore 20 includes a conductor casing 25, which extends from the terranean surface 12 shortly into the Earth. A portion of the wellbore 20 enclosed by the conductor casing 25 may be a large diameter borehole. Additionally, in some embodiments, the wellbore 20 may be offset from vertical (for example, a slant wellbore). Even further, in some embodiments, the wellbore 20 may be a stepped wellbore, such that a portion is drilled vertically downward and then curved to a substantially horizontal wellbore portion. Additional substantially vertical and horizontal wellbore portions may be added according to, for example, the type of terranean surface 12, the depth of one or more target subterranean formations, the depth of one or more productive subterranean formations, or other criteria.
Downhole of the conductor casing 25 may be the surface casing 30. The surface casing 30 may enclose a slightly smaller borehole and protect the wellbore 20 from intrusion of, for example, freshwater aquifers located near the terranean surface 12. The wellbore 20 may than extend vertically downward. This portion of the wellbore 20 may be enclosed by the intermediate casing 35.
As shown, the downhole heater 55 is positioned adjacent the downhole tool 50, for example, coupled to, coupled within a common tool string, or otherwise. Thus, the implementation of the well system 10 shown in
The downhole heater 55 may be or include at least one heating source, such as a laser heating source, a microwave heating source, or in situ combustion heating source. In some implementations, such as with an in situ combustion heating source, a combustion fuel and oxygen may be circulated (not shown) down the wellbore 20 to the downhole heater 55. In some implementations, the downhole heater 55 may generate the heat 65 without a heating source from the terranean surface 12. As illustrated, the downhole heater 55 may focus the heat 65 on to or at a particular portion 45 of the rock formation 42 that forms the wellbore 20 (for example, an uncased portion). In some aspects, the downhole heater 55 may simultaneously focus the heat 65 on all portions of the surrounding wellbore 20 (for example, in a 360° radial direction). In some aspects, the downhole heater 55 may rotate or move to focus the heat 65 on several different portions of the wellbore 20.
In any event, the downhole heater 55 may generate heat 65 at an appropriate temperature. For instance, the downhole heater 55 may generate the heat 65 to apply to the rock formation 42 to reduce a swellability or fluid absorption capacity of the rock formation 42 (for example, reduce the CEC of the rock formation 42) between about 200° C. and about 650° C.
In some aspects, the heat 65 may be generated at a sufficient temperature (for example, 400° C. to 500° C. or higher) for a sufficient duration (for example, seconds or minutes, thirty minutes, an hour, longer than an hour) to affect the rock formation 42 to reduce the CEC. In some aspects, for instance, a longer duration of heat 65 applied to the rock formation 42 may reduce the CEC of the rock formation 42 more than a shorter duration of the heat 65.
In some aspects, the rig 15 (or other portion of the well system 10) may include a control system 19, for example, microprocessor-based, electro-mechanical, or otherwise, that may control the downhole heater 55 based at least in part on a sensed temperature of the heat 65 (for example, sensed by one or more temperature sensors 21 in the wellbore). For example, the control system 19 (also shown in
As shown, the wellbore system 100 accesses a subterranean formation 140, and provides access to hydrocarbons located in such subterranean formation 140. In an example implementation of system 100, the system 100 may be used for an independent heating operation, for example, after a drilling operation to reduce a swellability of the rock formation 142 or prior to a fracturing operation to weaken the rock formation 142. Thus, in the illustrated implementation, the downhole heater 155 may be run into the wellbore 120 without another downhole tool. Of course, other downhole tools may be coupled in the tubular string 117 according to the present disclosure.
One or more subterranean formations, such as subterranean zone 140, are located under the terranean surface 112. Further, one or more wellbore casings, such as a surface casing 130 and intermediate casing 135, may be installed in at least a portion of the wellbore 120. In some embodiments, the rig 115 may be deployed on a body of water rather than the terranean surface 112. For instance, in some embodiments, the terranean surface 112 may be an ocean, gulf, sea, or any other body of water under which hydrocarbon-bearing formations may be found. In short, reference to the terranean surface 112 includes both land and water surfaces and contemplates forming and developing one or more wellbore systems 100 from either or both locations.
As described previously, the drilling fluid, in some instances, or other fluids introduced into the wellbore 120, may be absorbed by the rock formation 142, causing the formation 142 to swell and possibly become unstable (for example, fall into the wellbore 120). For example, as a shale formation (or other material susceptible to liquid absorption that causes instability, swelling, or both), the rock formation 142 may contain around 60% clay material with 15% of it as active swellable clay. Other shale formations may have different consistencies of clay material or active swellable clay as well. Further, non-shale formations may also include clay material or an active swellable material. In any event, a particular criteria for determining swellability may include percent of active swellable material as well as Cationic Exchange Capacity (CEC). In some implementations, a reduction in active swellable material, which may not be possible, is one example technique for reducing swellability of the rock formation 142. In further implementations, reduction in CEC may also reduce swellability of the rock formation 142. Thus, the downhole heater 155 may be run into the wellbore 120 and operated to generate heat 165 to, for example, reduce the swellability of the rock formation 142 by reducing the CEC of the formation 142.
The downhole heater 155 may be or include at least one heating source, such as a laser heating source, a microwave heating source, or in situ combustion heating source. In some implementations, such as with an in situ combustion heating source, a combustion fuel and oxygen may be circulated (not shown) down the wellbore 120 to the downhole heater 155. In some implementations, the downhole heater 155 may generate the heat 165 without a heating source from the terranean surface 112. As illustrated, the downhole heater 155 may focus the heat 165 on to or at a particular portion 145 of the rock formation 142 that forms the wellbore 120 (for example, an uncased portion). In some aspects, the downhole heater 155 may simultaneously focus the heat 165 on all portions of the surrounding wellbore 120 (for example, in a 360° radial direction). In some aspects, the downhole heater 155 may rotate or move to focus the heat 165 on several different portions of the wellbore 120.
The downhole heater 155 may generate heat 165 at an appropriate temperature. For instance, the downhole heater 155 may generate the heat 165 to apply to the rock formation 142 to reduce a swellability or fluid absorption capacity of the rock formation 142 (for example, reduce the CEC of the rock formation 142) between about 400° C. and about 500° C. In some aspects, the heat 165 may be generated at a sufficient temperature (for example, 400° C. to 500° C. or higher) for a sufficient duration (for example, seconds or minutes, 30 minutes, an hour, longer than an hour) to affect the rock formation 142 to reduce the CEC. In some aspects, for instance, a longer duration of heat 165 applied to the rock formation 142 may reduce the CEC of the rock formation 142 more than a shorter duration of the heat 165.
In the example test results shown in
In this example sample, clay (for example, illite and kaolinite) made up more than 60% of the total rock sample. The mineralogical composition of clay fraction of the shale sample. The mixed layer clays (illite-smectite) content in the total clay is 15% with 70% smectite, which is a swelling clay, as shown in Table 2.
As illustrated, swell meter measurements for cylindrical pallets prepared from grinded shale samples with the compositions of Table 2 are shown: plot 215 illustrates test results for an unheated sample, while plot 220 illustrates test results for a heated sample. The heated sample was subject to heat, prior to testing, between about 200° C. and 650° C. As plot 220 illustrates, the heated sample shows 25% less linear swelling when compared to the unheated sample of plot 215 (for example, max swelling of about 32.5% for the unheated sample and max swelling of about 25% for heated sample). The heated sample also stabilized normalized swelling at 24.6% after about four hours of exposure to fresh water while the unheated sample continued to swell for a longer period of time and to a higher percentage. As shown, the unheated sample showed stability at 32.7% after 10 hours of exposure to fresh water. As also shown, the heated sample shows a faster swelling rate, which may result from dehydration of the heated sample during the heating process. This may result in rapid hydration (for example, relative to the unheated sample) when the heated sample is contacted with fresh water. After rapid hydration of the heated sample, the cationic exchange phase may dominate the sample and the swelling slows.
As part of the testing with results shown in
Method 300 may begin at step 302. Step 302 includes positioning a downhole heating device in a wellbore adjacent a subterranean zone that includes a geologic (for example, rock) formation. In some aspects, the geologic formation may be shale, or other rock formation that may swell or become unstable by absorbing water or other liquid (for example, drilling fluid or other wellbore fluid). The downhole heating device may be positioned in the wellbore on a tubing string or other conveyance (for example, wireline or otherwise). In some aspects, the downhole heating device is part of or coupled to a bottom hole assembly and drill bit in a drill string, and may operate substantially simultaneously with the drill bit (for example, at another depth of the wellbore relative to the drill bit operation). In some aspects, the downhole heating device is positioned in the wellbore independently of other tools, for example, subsequent to a drilling operation.
Step 304 includes generating, with the downhole heating device, an amount of heat power at a specified temperature. In some aspects, the heat may be generated by a laser or microwave heat source of the downhole heating device. In alternative aspects, the heat may be generated by an in situ combustor (for example, steam combustor or otherwise). The generated heat may be focused on a particular portion of the wellbore (for example, a recently drilled portion) or may be applied to a substantial portion of the wellbore (for example, adjacent the swellable rock formation). In some aspects, the specified temperature may be between about 400° C.-500° C. and may be a applied for a substantial duration of time, for example, thirty minutes or more. Further, in some aspects, the specified temperature may be determined based, at least in part, on a composition or property associated with the rock formation (for example, a percentage clay of a shale formation).
Step 306 includes transferring the generated heat to the geologic formation. In some aspects, heat power or temperature may be sensed or monitored in the wellbore. The sensed or monitored temperature or heat may be used, for example, at a surface or in the wellbore, to control the downhole heating device. For instance, if the sensed temperature is less than the specified temperature, the downhole heating device may be controlled to increase the heat output.
Step 308 includes adjusting a quality of the geologic formation associated with a fluid absorption capacity of the geologic formation based on the generated amount of heat power at the specified temperature. For example, in some aspects, step 308 may include adjusting a CEC of the rock formation based on applying the heat at the specified temperature to the rock formation. By adjusting (for example, reducing) a CEC of the rock formation, the rock formation at the wellbore may absorb less liquid (for example, water, drilling fluid, or otherwise), thereby experiencing a reduction in swelling and increase in stability.
A number of implementations have been described. Nevertheless, it will be understood that various modifications may be made without departing from the spirit and scope of the disclosure. For example, example operations, methods, or processes described herein may include more steps or fewer steps than those described. Further, the steps in such example operations, methods, or processes may be performed in different successions than that described or illustrated in the figures. As another example, although certain implementations described herein may be applicable to tubular systems (for example, drillpipe or coiled tubing), implementations may also utilize other systems, such as wireline, slickline, e-line, wired drillpipe, wired coiled tubing, and otherwise, as appropriate. As another example, some criteria, such as temperatures, pressures, and other numerical criteria are described as within a particular range or about a particular value. In some aspects, a criteria that is about a particular value is within 5-10% of that particular value. Accordingly, other implementations are within the scope of the following claims.
Number | Name | Date | Kind |
---|---|---|---|
3072188 | Morse | Jan 1963 | A |
3163745 | Boston | Dec 1964 | A |
3237689 | Justheim | Mar 1966 | A |
3437140 | Foster et al. | Apr 1969 | A |
4083604 | Bohn | Apr 1978 | A |
4140180 | Bridges | Feb 1979 | A |
4148359 | Laumbach | Apr 1979 | A |
4265310 | Britton | May 1981 | A |
4401163 | Elkins | Aug 1983 | A |
4485869 | Sresty | Dec 1984 | A |
4487260 | Pittman | Dec 1984 | A |
4495292 | Siebert | Jan 1985 | A |
4705108 | Little | Nov 1987 | A |
4793716 | Wei | Dec 1988 | A |
4895206 | Price | Jan 1990 | A |
5361845 | Jamaluddin et al. | Nov 1994 | A |
5980103 | Ikuno | Nov 1999 | A |
7331385 | Symington | Feb 2008 | B2 |
7441603 | Kaminsky | Oct 2008 | B2 |
7559251 | Lee et al. | Jul 2009 | B2 |
7740069 | Young | Jun 2010 | B2 |
7857056 | Kaminsky | Dec 2010 | B2 |
8104537 | Kaminsky | Jan 2012 | B2 |
8308352 | Waldrop | Nov 2012 | B1 |
20080296017 | Sonne | Dec 2008 | A1 |
20100089574 | Wideman | Apr 2010 | A1 |
20140151045 | Galey et al. | Jun 2014 | A1 |
Entry |
---|
PCT International Search Report and Written Opinion of the International Searching Authority, PCT/US2015/058220, Feb. 19, 2016, 11 pages. |
Number | Date | Country | |
---|---|---|---|
20160341005 A1 | Nov 2016 | US |