Patent Application
20240263064
This disclosure relates to flooding in enhanced oil recovery (EOR).
Oil production may be separated into at least the three phases of primary, secondary, and tertiary. Primary recovery (for example, via pressure depletion) and secondary oil recovery (for example, via water injection) in combination generally recover about 20% to 50% of original oil in place (OOIP). Therefore, a large amount of oil (for example, at least 50% of the crude oil in the reservoir) typically remains in the reservoir or geological formation after these conventional oil-recovery processes of primary recovery and secondary recovery. Primary and secondary recovery of production can leave up to 75% of the crude oil in the well. Primary oil recovery is generally limited to hydrocarbons that naturally rise to the surface or recovered via artificial lift devices such as pumps. Secondary recovery employs water and gas injection to displace oil to the surface.
A way to further increase oil production is through tertiary recovery also known as enhanced oil recovery (EOR). EOR or tertiary oil recovery increases the amount of crude oil or natural gas that can be extracted from a reservoir or geological formation. Although typically more expensive to employ on a field than conventional recovery, EOR can increase production from a well up to 75% recovery or more. For example, EOR may extract 30% to 60% or more of reservoir oil compared to 20% to 40% recovery of reservoir oil employing primary and secondary recovery. EOR or tertiary recovery can extract crude oil from an oil field that cannot be extracted otherwise. There are different EOR or tertiary techniques.
Polymer flooding (also called polymer waterflooding) is an EOR technique. In a polymer waterflood, a viscosity-enhancing polymer is added to the water of the waterflood to decrease the mobility of the flood water and thus improve the sweep efficiency of the waterflood. A purpose of adding polymer to a waterflood may be to increase the viscosity of the flood water. Polymer waterflooding may be beneficial where the reservoir is heterogeneous. Polymer in waterflooding generally promotes improved sweep efficiency by decreasing the mobility ratio. Improved sweep efficiency imparted during polymer waterflooding may be experienced due to the polymer increasing the viscosity of the waterflood drive fluid.
The mobility ratio may describe the waterflooding displacement efficiency. The mobility ratio may be defined as the ratio of the mobility of the displacing fluid to the mobility of the displaced fluid. If the mobility ratio is greater than one, the flood may be unstable. In contrast, a flood may be deemed stable and displacement efficient for a mobility ratio of less than one. When polymer in solution flows through reservoir matrix rock, the polymer may impose a mobility reduction that is typically the primary conformance-improvement benefit of polymer waterflooding.
Polymer retention during flow through reservoir matrix rock is a variable in polymer waterflooding. During a polymer flood, polymer retention can have an impact on the rate of polymer propagation through a reservoir and thus impact the crude oil recovery. The manner in which polymer solution flows through porous rock and the associated polymer interaction with the pore walls of matrix reservoir rock may affect the technical and economic results of a polymer flood. In some applications, the amount of crude oil recovered per pound of polymer injected may be inversely related to polymer retention.
An aspect relates to a method of enhanced oil recovery (EOR). The method includes injecting a mixture through a wellbore into a geological formation. The mixture includes water and a compound. The compound has a fluoroalkyl group. The method include flooding the geological formation with the mixture.
Another aspect is method including pumping a mixture through a wellbore into a geological formation. The mixture includes polymer and water. The polymer has a fluoroalkyl group. The method includes flowing the mixture through the geological formation. The pumping and the flowing give EOR flooding which may be polymer flooding.
Yet another aspect relates to a method including injecting a mixture through a wellbore into a geological formation. The mixture includes nanoparticles and water. The nanoparticles each having a fluoroalkyl group. The method includes sweeping the mixture through the geological formation. The injecting and the sweeping give nanoflooding of the geological formation with the mixture to increase oil recovery from a hydrocarbon reservoir in the geological formation.
Yet another aspect relates to a polymer for polymer flooding of a geological formation. The polymer is a partially-hydrolyzed copolymer of fluoroalkyl acrylate and acrylamide.
Yet another aspect relates to a polymer nanoparticle for nanoflooding of a geological formation. The polymer nanoparticle includes a fluoroalkyl group on a particle surface of the polymer nanoparticle.
Yet another aspect relates to a surface-treated nanoparticle for nanoflooding. The surface-treated nanoparticle is a silica nanoparticle having a fluoroalkyl group on a particle surface of the silica nanoparticle.
The details of one or more implementations are set forth in the accompanying drawings and the description to be presented. Other features and advantages will be apparent from the description and drawings, and from the claims.
Like reference numbers and designations in the various drawings indicate like elements.
EOR may involve chemical injection in a waterflood. The EOR may be polymer waterflooding. The chemical injected may be surfactants and polymer. The injection of polymer in water may be labeled as polymer flooding or polymer waterflooding. In some implementations, the specified polymer mass concentration in the injected water is in the range of 200 parts per million (ppm) to 1500 ppm or in the range of 200 ppm to 5000 ppm. EOR may also involve the injection of nanoparticles or polymer nanoparticles in water to provide for nanoflooding (nanofluid flooding) or polymer nanoflooding. Some implementations of the nanoparticles may also be employed as tracers through the geological formation in tracer applications.
Polymer flooding (polymer waterflooding) may be an EOR technique utilizing water viscosified with soluble polymers. In some implementations, viscosity of the water (with polymer) is increased until the mobility of the injected water (with polymer) is less than that of the oil phase in place so that the mobility ratio is less than unity. This condition may increase oil-recovery sweep efficiency. Polymer water flooding can be applied, for example, to heterogeneous reservoirs. The mixture of water and polymer injected can enhance sweep of zones with less permeability (for example, less than one millidarcy). The mixture of polymer and water can have a viscosity greater than 100 centipoise (cP).
Xanthan, such as xanthan gum polymer, is an example of polymer in polymer waterflooding. The polymeric structures (a), (b), and (c) may also be employed in polymer flooding. The polymeric structure (a) is polyacrylamide (PAM). The polymeric structure (b) is hydrolyzed PAM (HPAM). The polymeric structure (c) is partially hydrolyzed HPAM. Present embodiments provide for additional polymeric structures that may be utilized in flooding, such as polymeric structures having a fluoroalkyl group to reduce retention of the polymeric structure.
The present disclosure relates to low-retention polymers and nanoparticles for polymer flooding or nanoflooding. As for “low-retention,” the retention of the present polymers may be, for example, less than 100 microgram (μg) (or less than 200 μg) of polymer per gram (g) of reservoir rock or less than 20 μg of polymer per cubic centimeter (cm3) of reservoir-rock bulk volume for the intended reservoir. These numerical values or criteria for retention may be affected by or depend on permeability of the reservoir rock, polymer concentration, and flow rate. The polymer retention may be reported as mass of polymer adsorbed per unit mass of reservoir rock. The polymer retention may be reported as mass of polymer adsorbed per unit volume of reservoir rock.
Some aspects of the present disclosure are directed to polymers synthesized for polymer waterflooding and nanoflooding. Core flood testing and quartz-crystal microbalance (QCM) testing of these synthesized polymers may be considered. Core flood or core flooding may be a test to determine permeability of a core sample as placed in a core holder, injected with fluid, and subjected to triaxial stress. A QCM generally measures a mass variation per unit area of the sample by measuring the change in frequency of a quartz crystal resonator.
In the illustrated implementation, the wellbore 102 includes casing 108. Cement 110 is disposed in the annulus between the casing 108 and the surface 112 of the geological formation 206. Perforations 114 are formed through the casing 108 wall and cement 110 into the geological formation 106. In the illustrated embodiment, a vessel 116 is disposed at the Earth surface 104 adjacent the wellbore 102. The vessel 116 may be, for example, a stand-alone vessel or a container on a vehicle.
The vessel 116 holds a mixture 118 of at least a compound and water for flooding of the geological formation 106. The compound has a fluoroalkyl group to reduce retention of the compound in the geological formation 106. The mixture 118 may also include, for example, salt or surfactant. In some implementations, the water in the mixture 118 is seawater or brine. The compound may be at a specified concentration in the mixture 118. For the compound as a polymer soluble in water, the polymer may in the mixture 118 at a concentration, for example, in the range of 200 ppm to 1500 ppm.
In operation for the flooding, the mixture 118 is provided via a motive device, such as a pump 120, to the internal cavity of the casing 108 of the wellbore 102. Controls, such as flow controls, may be associated with the provision of the mixture 118. For example, a control system may adjust the speed of the pump to maintain or modulate flow rate of the mixture 118. In another example, a control valve (for example, on a discharge conduit of the pump 120) may maintain or modulate the flow rate of the mixture 118. In some implementation, the set point for flow rate may input by a user via the control system or the set point may be input or altered by control logic.
The mixture 118 is pumped or flows through the perforations 114 into the geological formation 106 for the flooding. This injection of the mixture 118 may provide for sweep of the mixture 118 through the geological formation 106 to displace crude oil (and natural gas) to a producing well. This displacement may increase production of the producing well or increase recovery of crude oil from the geological formation 106. The oil may be in a hydrocarbon reservoir in the geological formation 106. In certain implementations, after injection of the mixture 118, water or fluid may be pumped or injected through the perforations 114 into the geological formation 106 as a drive fluid.
Lastly, the well site 100 may have surface equipment 110 that may support the EOR or flooding operation. The surface equipment 110 may also include a rig to drill boreholes and equipment to place and cement the casing 108. Power supply, control system, computers, and a mobile laboratory may be at the Earth surface 104.
As indicated, the compound in the mixture 118 may be selected in part to decrease retention or adhesion of the compound and mixture 118 in rock pores of the geological formation 118. In embodiments, the compound is selected as having a fluoroalkyl group to decrease retention and reduce adhesion.
In certain embodiments, the compound is a polymer having the fluoroalkyl group. Thus, the flooding may be a polymer flooding. In a particular embodiments, the polymer is an ionic-fluoro copolymer or a partially-hydrolyzed copolymer of fluoroalkyl acrylate and acrylamide. As discussed later, the polymer may instead be polymer nanoparticles (for example, random copolymer nanoparticles) having the fluoroalkyl group. Thus, in those implementations, the flooding may be a nanoflooding. In one implementation, the polymer nanoparticles are core-shell nanoparticles with the core as a polystyrene center and the shell including both a zwitterionic group and a fluoro functional group having the fluoroalkyl group.
In some embodiments, the compound is a nanoparticle (for example, silica nanoparticle) having the fluoroalkyl group (for example, on the surface of the nanoparticles). The nanoparticle may include an ionic-fluoro surface functionalization having the fluoroalkyl group. In one embodiment, the nanoparticle includes a surface treatment or coating from a treatment mixture of a fluorinated alkyl compound and a zwitterionic polymer. The fluorinated alkyl compound gives the fluoroalkyl group.
Described herein are polymer structures or surface treatments containing fluoro-functional groups for reducing retention in rock formations. Features addressed may be low-retention ionic-fluoro copolymers, low-retention ‘ionic-fluoro’ surface functionalization, and low-retention polymer nanoparticles for interwell range. Additional aspects herein may be a QCM technique for characterizing the retention of these polymers. These polymers (for example, having a fluoro group) may be (a) low-retention zwitterion polymers with or without an amine group on a phenyl ring and (b) low-retention zwitterion polymers without phenyl rings. The QCM characterization may facilitate identifying the influence of a fluoro group. In general, a “zwitterion” is a molecule with two or more functional groups in which at least one has a positive electrical charge, at least one has a negative electrical charge, and the net charge of the entire molecule is zero.
Embodiments of the present techniques can reduce polymer or nanoparticle retention in EOR or tracer applications. Core flooding testing may be performed for polymeric structures to be employed in polymer flooding. The determined retention may be, for example, in milligrams (mg) of polymer per gram of core rock sample.
Embodiments give at least three groups of polymers for polymer flooding: (1) low-retention ionic-fluoro copolymers; (2) low-retention polymers having ‘ionic-fluoro’ surface functionalization; and (3) low-retention polymer nanoparticles for interwell range. The interwell range may be for the volumetric sweep in polymer flooding to an adjacent well.
However, acrylamide unfortunately may be hydrolyzed in water at high temperatures (for example, greater than 100° C.) over time (for example, greater than one month) to form acrylic acid groups that can interact with divalent cation in brines and thus reduce the viscosity of the polymer solution. To overcome this problem, the terpolymers represented in
The reactant A 504 can be an acrylamide or a derivative of acrylamide. For example, the reactant A 504 can be N-vinylformamide, N-alkyl acrylamides and N-alkyl quarternary acrylamides. The alkyl group can be in the range of two carbons (C2) to twenty-eight carbons (C28). The reactant A 504 can be N-methyl(meth)acrylamide, N,N′-dimethyl(meth)acrylamide, and N-methylolacrylamide. The reactant A 504 can also be N-vinyl derivatives, such as N-vinylformamide, N-vinylacetamide, N-vinylpyrrolidone or N-vinylcaprolactam. The reactant A 504 can be vinyl esters, such as vinyl formate or vinyl acetate.
The reactant B 506 in the polymerization can be, for example, allyl alcohol, acrylonitrile, vinyl sulfide, vinyl sulfone, vinyl ketone, a vinyl ether (for instance, N-vinylpyrrolidone or N-vinylecaprolactam), hydroxyethyl(meth)acrylate, hydroxypropyl(meth)acrylate, allyl alcohol, hydroxyvinyl ethyl ether, hydroxyl vinyl propyl ether, hydroxyvinyl butyl ether, (meth)allyl alcohol, hydroxyethyl vinyl ether, and ethylene glycol monoallyl ether.
The reactant C 508 can be, for example, fluoroalkyl (or perfluoroalkyl) vinyl monomers, fluoroalkyl (or perfluoroalkyl) acrylates, fluoroalkyl (or perfluoroalkyl) methacrylates, and fluoro (or perfluoro) styrenic monomers. Particular implementations include 1H, 1H,2H-perfluoro-1-hexene, 1H, 1H,2H-perfluoro-1-decene, 1H, 1H,2H-perfluoro-1-octene, 2,3,4,5,6-pentafluorostyrene, 2-fluorostyrene, 3-fluorostyrene, 4-fluorostyrene, 2,6-difluorostyrene, and 4-(trifluoromethyl)styrene. Examples of acrylic fluorinated monomers that may be employed at reactant C 508 include hexafluoroisopropyl methacrylate, IH,IH-perfluoro-n-decyl methacrylate, hexafluoroisopropyl acrylate, 2,2,2-trifluoroethyl methacrylate, IH,IH-per-fluoro-n-decyl acrylate, IH,IH-perfluoro-n-octyl methacrylate, and IH,IH-perfluoro-n-octyl acrylate.
The aforementioned syntheses of polymers and the surface functionalization of nanoparticles discussed later may be implemented on commercial scale. The production per day of polymer or functionalized nanoparticles may range, for example, from ten kilograms (kg) to a thousand metric tons. The industrial equipment for the polymerizations or surface functionalization may include reactor vessels as continuous reactors, semi-batch reactors, or batch reactors. In some implementations, a continuous flow reactor in a semi-batch reactor system may be employed.
Nanoparticles may be utilized in nano waterflooding or nanoflooding. To reduce retention of the nanoparticles, present embodiments perform an ‘ionic-fluoro’ surface functionalization of the nanoparticles. A copolymer may be synthesized and grafted onto the nanoparticle surface as coating. However, instead of synthesizing a copolymer and then grafting the copolymer to the surface of nanoparticles as coatings, molecular coupling agents with mixed functional groups may be utilized to functionalize particle surfaces. For example, applying a mixture of zwitterionic and perfluoro silane to the surface of nanoparticles can result in brine stable and low-retention nanoparticles, as generally depicted in
The surface treatment 1000 may be characterized as a coating in certain implementations. In the illustrated embodiment, the nanoparticle is surface treated 1000 with a mixture of the zwitterionic silanes 902 (formed in
Thus, the surface treatment or coating on the silica nanoparticle may be mixed silanes (for example, zwitterionic silane) and a silane associated with a functional group (for example, fluorinated alkyl group) that includes a fluoro alkyl group. An example of the fluorinated alkyl silane 1002 is tridecafluorooctyl-triethoxysilane or similar fluorinated silane. As indicated, the surface-treated nanoparticle 1004 may be utilized in polymer flooding or nanofluid flooding.
The aforementioned polymers synthesized for polymer waterflooding and nanoflooding may be subjected to core flood testing and QCM testing. Core flood or core flooding may be a test to determine permeability of a core sample as placed in a core holder, injected with fluid, and subjected to triaxial stress. Core flood is an instrument which holds core sample (cylindrically cut rock) under reservoir conditions and allows flow of the liquid through the rock pores. Core flooding is a test with liquid transported through the pores of the rock sample. Measurement allows to quantify if flow of liquid through the rock pores cause damage to the rock (for example, plugs pores, reduces size of the pores, or damages porous structure) and if there is a temporary or permanent retention of the liquid to the surface of the rock. A QCM generally measures a mass variation per unit area of the sample by measuring the change in frequency of a quartz crystal resonator. Retention of the polymers may be calculated from the QCM instrument reading provided by the instrument executed code.
At block 1302, the method includes injecting a mixture through a wellbore into the geological formation. The injecting may involve pumping the mixture through the wellbore into the geological formation. The mixture includes water and a compound, wherein the compound has a fluoroalkyl group including fluorine. The mixture may also include salt, surfactant, and other components. In some instances, the water is seawater or brine.
The compound in the injected mixture may be a polymer having the fluoroalkyl group, such as an ionic-fluoro copolymer. Thus, the flooding may be polymer flooding. The polymer having the fluoroalkyl group may be a partially-hydrolyzed copolymer of fluoroalkyl acrylate and acrylamide. For example, the partially-hydrolyzed copolymer of fluoroalkyl acrylate and acrylamide have the following polymeric structures:
where R1 is —CH2CF3, —CH(CF3)2, or —C(CF3)3, and where R2 is H or CH3.
The compound in the injected mixture may be polymer nanoparticles having the fluoroalkyl group. Thus, the flooding may be polymer nanoflooding. In certain embodiments, the polymer nanoparticles are random copolymer nanoparticles having the fluoroalkyl group. In embodiments, the polymer nanoparticles may be prepared by emulsion polymerization followed by functionalization. In some embodiments, a polymerization mixture of the emulsion polymerization includes vinylimidazole, trifluoromethyl styrene, a surfactant, and water. In some implementations, the polymer nanoparticles are core-shell nanoparticles with a polystyrene center as the core and with the shell having a zwitterionic group and a fluoro functional group. The fluoro functional group includes or is the fluoroalkyl group. In some implementations, the fluoro functional group can be one of the following:
The compound in the injected mixture may be nanoparticles (for example, silica nanoparticles) having the fluoroalkyl group on a particle surface of the nanoparticle. Thus, the flooding may be nanoflooding. The nanoparticles may be surface-treated nanoparticles. In some examples, the fluoroalkyl group is associated with a silane on the surface of the nanoparticle. The nanoparticles may have an ionic-fluoro surface functionalization including the fluoroalkyl group. The nanoparticle may have a surface treatment from a treatment mixture of a fluorinated alkyl compound and a silane, the fluorinated alkyl compound giving the fluoroalkyl group. In some examples, the fluorinated alkyl compound is a fluorinated alkyl silane, and wherein the zwitterionic compound is a zwitterionic silane. The surface treatment of the nanoparticles may be characterized as a coating having the fluoroalkyl group in certain instances.
At block 1304, the method includes flooding the geological formation with the mixture. The mixture as injected may flow or sweep through the geological formation. In embodiments, the sweep of the injected mixture may be through the geological formation toward a producing well. The flooding may displace crude oil (and natural gas) in the geological formation toward or to the producing well.
At block 1306, the method includes increasing oil production of a producing well and/or oil recovery from the geological formation. Such is due to or in response to the injected mixture and associated flooding as EOR or tertiary recovery. The increased recovery may be from a hydrocarbon reservoir in the geological formation. The increased recovery may be from the geological formation as a heterogeneous formation.
An embodiment is a method of EOR, comprising: injecting a mixture through a wellbore into a geological formation, the mixture comprising water and a polymer having a fluoroalkyl group, wherein the polymer comprises an ionic-fluoro copolymer; and flooding the geological formation with the mixture. In implementations, the flooding of the geological formation increases oil production of a well.
An embodiment is a polymer for polymer flooding of a geological formation, the polymer comprising a partially-hydrolyzed copolymer of fluoroalkyl acrylate and acrylamide. In implementations, the partially-hydrolyzed copolymer of fluoroalkyl acrylate and acrylamide comprises the following polymeric structure:
where R1 is —CH2CF3, —CH(CF3)2, or —C(CF3)3, and where R2 is H or CH3. In implementations, the partially-hydrolyzed copolymer of fluoroalkyl acrylate and acrylamide comprises the following polymeric structure:
An embodiment is a polymer nanoparticle for nanoflooding of a geological formation, the polymer nanoparticle having a fluoroalkyl group on a particle surface of the polymer nanoparticle. In implementations, the polymer nanoparticle is a random copolymer nanoparticle having the fluoroalkyl group on the particle surface of the random copolymer nanoparticle. In implementations, the polymer nanoparticle is a core-shell nanoparticle having a core and a shell, wherein the core comprises a polystyrene center, and wherein the shell comprises a zwitterionic group and a fluoro functional group comprising the fluoroalkyl group. The fluoro functional group may comprise at least one of the following structures:
An embodiment is a method of EOR, comprising: injecting a mixture through a wellbore into a geological formation, the mixture comprising water and a nanoparticle having a fluoroalkyl group on a particle surface of the nanoparticle; and flooding the geological formation with the mixture. In implementations, the fluoroalkyl group is in a surface treatment of the nanoparticle, and wherein the nanoparticle comprises SiO2. In implementations, the nanoparticle comprises an ionic-fluoro surface functionalization comprising the fluoroalkyl group. In implementations, the nanoparticle comprises a surface treatment from a treatment mixture comprising a fluorinated alkyl compound and a zwitterionic compound, the fluorinated alkyl compound giving the fluoroalkyl group. The fluorinated alkyl compound may comprise a fluorinated alkyl silane, wherein the zwitterionic compound comprises a zwitterionic silane compound. In implementations, the nanoparticle comprises a coating comprising the fluoroalkyl group.
An embodiment is a method comprising: pumping a mixture through a wellbore into a geological formation, the mixture comprising a surfactant, salt, water, and nanoparticles having a fluoroalkyl group; and flowing the mixture through the geological formation, wherein the pumping and the flowing comprise EOR comprising flooding, wherein the flooding of the geological formation increases oil recovery from a reservoir in the geological formation, and wherein the flooding comprises nanofluid flooding. In implementations, the fluoroalkyl group is associated with a particle surface of the nanoparticles. In implementations, the nanoparticles comprise surface treatment having the fluoroalkyl group. In implementations, the nanoparticles comprise coating having the fluoroalkyl group. In implementations, the nanoparticles are prepared by surface treating silica nanoparticles with a zwitterionic silane and a fluorinated alkyl silane, the fluorinated alkyl silane giving the fluoroalkyl group.
An embodiment is a method comprising: injecting a mixture through a wellbore into a geological formation, the mixture comprising nanoparticles and water, wherein the nanoparticles each have a fluoroalkyl group; and sweeping the mixture through the geological formation, wherein the injecting and the sweeping comprise nanoflooding of the geological formation with the mixture to increase oil recovery from a hydrocarbon reservoir in the geological formation. In implementations, the nanoparticles comprise SiO2, wherein the nanoparticles have the fluoroalkyl group on a surface of the nanoparticles. In implementations, the nanoparticles having the fluoroalkyl group comprise an ionic-fluoro surface functionalization comprising the fluoroalkyl group. In implementations, the nanoparticles each comprise a surface treatment from a treatment mixture comprising a fluorinated alkyl compound and a zwitterionic compound, the fluorinated alkyl compound giving the fluoroalkyl group, wherein the surface treatment comprises a zwitterionic portion and the fluoroalkyl group.
An embodiment is a surface-treated nanoparticle for nanoflooding, the surface-treated nanoparticle comprising a silica nanoparticle having a fluoroalkyl group on a particle surface of the silica nanoparticle. In implementations, an ionic-fluoro surface functionalization of the silica nanoparticle comprises the fluoroalkyl group on the particle surface. In implementations, the surface-treated nanoparticle comprises a fluorinated alkyl portion comprising the fluoroalkyl group on the particle surface, wherein the surface-treated nanoparticle comprises a zwitterionic portion on the particle surface. The fluorinated alkyl portion may comprise a fluorinated alkyl silane, and wherein the zwitterionic portion comprises a zwitterionic silane compound. In implementations, the surface-treated nanoparticle comprises a coating comprising the fluoroalkyl group and a zwitterionic silane.
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.
This application is a divisional of U.S. patent application Ser. No. 16/883,806, filed on May 26, 2020, which claims the benefit of priority to U.S. Provisional Patent Application Ser. No. 62/854,791, filed May 30, 2019. The entire contents of the prior applications which are hereby incorporated by reference herein.
| Number | Date | Country | |
|---|---|---|---|
| 62854791 | May 2019 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 18080440 | Dec 2022 | US |
| Child | 18635453 | US | |
| Parent | 16883806 | May 2020 | US |
| Child | 18080440 | US |
