SPE-196203-MS Suat Bagci and Sergey Stolyarov, Baker Hughes, a GE Company Copyright 2019, Society of Petroleum Engineers This paper was prepared for presentation at the SPE Annual Technical Conference and Exhibition held in Calgary, Alberta, Canada, 30 Sep - 2 October 2019. This paper was selected for presentation by an SPE program committee following review of information contained in an abstract submitted by the author(s). Contents of the paper have not been reviewed by the Society of Petroleum Engineers and are subject to correction by the author(s). The material does not necessarily reflect any position of the Society of Petroleum Engineers, its officers, or members. Electronic reproduction, distribution, or storage of any part of this paper without the written consent of the Society of Petroleum Engineers is prohibited. Permission to reproduce in print is restricted to an abstract of not more than 300 words; illustrations may not be copied. The abstract must contain conspicuous acknowledgment of SPE copyright. Abstract The flowback period of the unconventional wells is very critical as it can cause determential ecomonical effects if not properly optimized. The success of the well is as dependent of the completion program as it is from the flowback program applied during the initial production period of the well. If ineffective operations are performed on the flowback phase {independently on the completion technology}, the well can underperform and become unsuitable for development. In unconventional wells, it is necessary to develop the safe well operating envelope in safe zone to prevent the early proppant flowback based on the reservoir parameters and the completions in place. The well can start producing in this developed safe well operating envelope by controlling the wellhead pressure and surface valves and optimizing the proper choke size to keep the well with free proppant production. Proppant flowback production modeling captured decline of water production as well as the increase of liquid production when a selected choke sizes is applied. By controlling the flowing bottomhole pressure (FBHP) during defined flowback period, the volume of proppant production decreased with decreasing chokes sizes and increasing long flowback periods. This study showed that the optimized choke sizes to improve the longer production periods depended on the sensitivity of pressure drawdown, liquid rates, wellhead pressure, and fracture geometry parameters. Numerical results showed that the critical parameters affecting the stability of the proppant pack are fracture closure pressure, reservoir pressure, proppant type and size, and type of fracturing fluid. Proppant flowback program developed by using optimized choke size, wellhead pressure (WHP) and FBHP, and amount of producible proppant volume predicted for designed flowback production periods. At the beginning of the flowback period, the wellbore is filled with fracturing fluid and the minimum choke size should be used as small as possible (12/64"). The controlled FBHP management over 45 days of flowback period corresponds to an average drawdown rate of 10 psi/day to 200 psi/day. Finally, the developed workflow applied to design flowback periods and selection of choke sizes to prevent excessive proppant production and proppant crushing in hydraulically fractured unconventional wells. This paper presents the methodology and workflow for selecting the required choke sizes and flowback periods to minimize the risk of production of high volume proppant during the flowback period after fracturing. The case study presented here in will present the benefits of optimizing choke sizes and flowback Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Flowback Production Optimization for Choke Size Management Strategies in Unconventional Wells 2 SPE-196203-MS programs for reducing the damage to fracture conductivity and to increase the cumulative production. The optimized choke sizes, flowback strategies and workflow established with this case study have proven to increase the performance of fractured unconventional wells. Introduction Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Unconventional shale oil and gas reservoirs are developed using multi-stage hydraulically fractured horizontal wells to create large surface areas connected to the wellbore and easier access to the low permeability matrix pores and induced natural fractures. After drilling a horizontal well, fracturing fluids and proppants are injected into a pre-selected perforation stage in the well to create a hydraulic fracture and keep it open. After completing all fracture stages, the fracturing fluids and formation fluids are produced from the well as flowback. Because flowback data provides important information, the quality and frequency of flowback data measurements improved by deploying a uniform choke management procedure, which has prompted researchers to develop improved empirical, analytical, and numerical models to analyze the flowback data (Kurtoglu, et. al, 2015). Flowback production at high rates and unmanaged flowing bottomhole pressure can result in near wellbore damage and an overall decrease in productivity due to higher proppant production with higherpressure drawdown in the fractured reservoir. By applying aggressive flowback, programs and using improper choke sizes can also result in proppant washout, crushing, embedment, fines migration and spalling. Large amounts of proppant can flow out of the well due to higher-pressure drawdowns. In order to prevent this situation, the choke sizes should be optimized to mitigate the proppant flowback that could result in substantial damage near the wellbore. In fact, the amount of proppant collected during flowback period caused the operator to question how much proppant was actually left in the fracture. This loss of proppant near the wellbore was potentially restricting the fluid flow into the wellbore. This damage to the proppant pack could result in diminished production. Flowback production optimization can enable the operator to achieve optimum flowback production by using proper choke size and mitigate proppant production after the completing of frac job and reduce formation damage commonly because by applying aggressive flowback practices. After fracturing jobs, the production rates are very high due to higher near-wellbore pressures in the stimulated volume of the reservoir, which resulted rapid pressure drawdowns of flowing bottomhole pressure. High-pressure gradients may develop near wellbore regions, which can lead to increased stress and fracture damage (Jacobs, 2015). Fu et. al (2018) proposed a method to estimate initial fracture volume and investigate the loss in fracture volume during flowback period after frac job. They indicated that the loss in fracture volume mainly happened during early flowback period. The effect of fracture closure is expected to reduce during late flowback when fluid influx from matrix into fractures provides increasing pressure support. They also indicated that fastback strategy (enlarging the choke size) might cause more fracture-volume loss in wells compared with slowback strategy (decreasing choke size). Consequently, the fracture closure is the dominant drive mechanism compared to fluid expansion during early flowback period. Tompkins et. al (2016) studied on prediction of damage that can be created by aggressive flowback practices and how this damage can be mitigated by effectively monitoring and controlling initial rates and pressures. The benefits of optimizing choke schedules were demonstrated to effectively manage drawdown pressure and to reduce damage to fracture conductivity and to increase cumulative production. They evaluated flowback production periods of two wells in the Delaware basin completed in Second Bone Springs sand. One of the well was produced using the operator’s conventional approach and the second well was flowed back using a drawdown strategy and operational decisions for choke management. In conventional approach, the well was flowed back for 26 days with an initial pressure decline of 140 psi/ day with choke size increased from 12/64 to 15/64 in. After hydrocarbon breakthrough and declining of SPE-196203-MS 3 Flowback Production Optimization Figure 1 presents the flowback production optimization workflow for choke size optimization after fracturing job. In this workflow, using fracture fluid type, proppant type, fracture closure pressure and flowing bottomhole pressure for each usable choke sizes and wellhead pressures in developed well model, the flowing bottomhole pressures can be predicted. The predicted flowing bottomhole pressures, the water production rate and oil rate at the flowback period can be used to estimate the producible amount of proppant volumes for each choke size and flowback production period based on changing the fracture permeability due to fracture closure pressure, proppant type, fracture fluid type. At the beginning of the flowback period, the wellbore filled with fracturing fluid and the minimum choke size should be as small as possible. The controlled FBHP management over the flowback period use an average pressure drawdown rate of 10 to 150 psi/day that is similar to conservative flowback production operations in the field after fracturing job. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 water production, the choke size was increased to 23/64 in. and was used until to end of flowback period. The total fluid production from this well was 35,264 bbls before the beginning of oil production. In second well, the production was started with small choke size (11/64 in.) and an average initial pressure decline of 100 psi/day. The choke size was changed with 1/64 in. increments every 24 hours up to 34/64 in. At the end of flowback period, the total fluid production was 34474 bbls. After analysis of the production data, the fracture half-lengths of first well and second well were 279 ft. and 761 ft., respectively. They concluded that a decrease in fracture half-length caused the decrease in well performance due to application of conventional flowback production approach. Wilson et. al (2016) studied the stress impact of various drawdown strategies in unconventional wells after completing the fracture jobs. They estimated damage of proppant pack and near-wellbore region resulted from an aggressive drawdown strategy. The geomechanical modeling approach was used to calculate the effective stress in the near-wellbore region created by different drawdown scenarios. They concluded that a drawdown of 1 to 5 psi/hr. helps significantly reduce the peak stress imposed on the proppant pack. This resulted in the decrease of fracture conductivity over time in the shale zones. Kumar et. al (2018) analyzed the impact of drawdown strategy on the production from a well producing from a reservoir with a complex fracture network. The estimated ultimate recovery from complex fracture networks depends upon the connected fracture conductivity and the applied drawdown. As the drawdown is increased, the unpropped fractures close and can cause a large portion of the fracture network to get disconnected from the wellbore. This reduces the available fracture area for production. Although an aggressive drawdown strategy results in higher initial production rates, it can cause faster fracture closure, in turn resulting in a lower Estimated Ultimate Recovery (EUR). They showed that choke management strategy depends on the sensitivity of the fracture conductivity to stress. They observed that drawdown dependent closure of a fracture segment could lead to a decrease in the conductivity of the fracture system to the wellbore. Rojas and Lerza (2018) presented the results of choke size management in horizontal wells located in Vaca Muerta shale play and evaluated their potential impact on estimated ultimate recovery (EUR) and net present value (NPV). They stated that an aggressive choke management caused a reduction in EUR of up to 20%. By changing choke size, too early in a well’s life or developing higher drawdown have yielded a decrease in productivity. Higher drawdown showed an evidence of lower completion effectiveness and damage on the fracture network could be the reason for this behavior. Because of excessive and spontaneous pressure drop, mechanisms such as fines migration, proppant embedment and crushing, pressure dependent properties, proppant flowback and its resistant to cyclic stress are becoming the most critical behaviors during choke size management. The conservative choke size management probably minimized these effects and increased long-term production rates. They defined the pressure drawdown path and the choke size should be increased by following this optimum path. 4 SPE-196203-MS Prediction of Fracture Geometry Parameters Post-fracture job analysis was used to identify the fracture geometry parameters (fracture half-length, height, width, conductivity, dimensionless conductivity, and fracture permeability) for each stages along the lateral section of the well using digital recorded fracture treatment data. As a first step, pressure history matching analysis was performed by matching the recorded surface treatment pressure recorded during fracturing job. These estimated parameters would provide upper limits of the fracture geometry parameters that would be used to constrain subsequent initial production analysis after frac job with matching the production rates during flowback period. The pressure matching analysis for selected stages located at toe (Stage-1), middle (Stage-11) and heel (Stage-21) sections of the well are given in Table 1. Table 1—Selected stages for post-fracture job analysis to identify fracture geometry dimensions. Stage Perforated Interval (ft) Stage Length (ft) Number of Clusters Perforation Density (SPF) Cluster Interval (ft) # of Perfs 1 14,518 – 14,740 222 4 4 8 32 11 11,548 – 11,772 224 4 4 8 32 21 8,503 – 8,800 297 4 4 8 32 In Stage-1 at toe section of the well, pressure matching was verified for fracture treatment as shown in Figure 2. As shown in this figure, Confined fracture growth and long fracture lengths having very good conductivity contributing the production were observed for Clusters-2, -3 and -4. In cluster-1, no fracture conductivity was observed due to no proppant settling after fracture closing. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 1—Flowback Production Optimization Workflow. SPE-196203-MS 5 In Stage-11 at middle of the well, the pressure matching was verified for fracture treatment as shown in Figure 3. In Clusters -1 and -2, goof fracture growth and fracture conductivity were observed. In Clusters-3 and -4, high fracture conductivity was created, while the fracture show large height and short fracture length. In all clusters, good proppant settling was observed during the job and post-job prior to fracture closing. Figure 3—Pressure matching of Stage-11 using fracture treatment job data. In Stage-21 at heel of the well, the pressure matching was verified for fracture treatment as shown in Figure 4. In all clusters, the upward fracture growth was observed. Higher fracture conductivities were created by good proppant settling. Overall fracture geometry parameters for all stages are given in Table 2 for predicting the initial production rates and matching the recorded production rates during flowback period. Figure 4—Pressure Matching of Stage-21 using fracture treatment job data. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 2—Pressure matching of Stage-1 using fracture treatment job data. 6 SPE-196203-MS Table 2—Fracture Geometry Parameters. Stage Dimensionless Fracture Conductivity 0.0232 53 20 26 0.243 1181 364 152 25 0.185 844 367 4 100 27 0.213 1093 697 5 143 72 0.245 490 331 6 169 60 0.280 1319 390 7 59 51 0.265 1658 1402 8 166 52 0.242 1077 325 9 131 69 0.168 914 415 10 63 125 0.226 1194 969 11 77 104 0.193 592 437 12 104 85 0.245 1281 675 13 90 84 0.273 1587 956 14 140 51 0.274 1336 570 15 162 39 0.311 1605 497 16 133 49 0.338 1745 676 17 101 85 0.197 488 253 18 48 146 0.199 1084 1414 19 48 137 0.239 864 981 20 55 105 0.124 667 603 21 52 137 0.131 709 702 Propped Height (ft) 1 106 90 2 162 3 Width (in) Average fracture half-length (108 ft.), average fracture height (77 ft.), average fracture conductivity (1037 mD-ft) and average dimensionless fracture conductivity (621) values were used in well modeling to predict the potential maximum production rate from the well after fracturing job. All created fractures as shown in Figure 5 and their dimensions were used in well model to match the all production rates and to predict the corresponding flowing bottomhole pressures. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Fracture Conductivity (mD-ft) Fracture HalfLength (ft) SPE-196203-MS 7 Well Modeling In well modeling, reservoir (IPR), well conduit, completion and choke flow models were combined in order to design flowback operation and choke size optimization. The reservoir and wellbore properties for the hydraulically fractured well are given in Table 3. The well modeling consist of the surface equipment, the selected choke size, the well deviation, fracture geometry dimensions (fracture half-length, dimensionless frac conductivity, height and width) and completion type for calculating flowing bottomhole pressure along the perforations and created fractures. Inflow Performance relationship (IPR)-Vertical Lift Performance (VLP) matching were used to predict the flowing bottomhole pressure (FBHP) to sustain the liquid production at a given wellhead pressure and a given choke size as shown in Figure 6. In well modeling, horizontal well with transverse vertical fractures reservoir model was also used in order to construct the IPR curve using length of horizontal lateral having 21 fractures. Dimensionless fracture conductivity is a key design parameter in hydraulic fracturing that compares the capacity of the created fractures to transmit fluids down the fracture and into the wellbore with the ability of the formation to deliver fluid into the fracture. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 5—Actual created fracture geometries for all stages in the well after fracture job used in well modeling for production optimization. 8 SPE-196203-MS Table 3—Reservoir and wellbore properties for hydraulically fractured wells. Formation Properties Initial reservoir pressure (psi) 5340 Thickness (ft) 50 Permeability (mD) 0.02 Porosity (%) 8.0 Temperature (°F) 208 GOR (scf/STB) 100 Fracture Geometry Dimensions Propped fracture half-length (ft) 108 Propped fracture height (ft) 77 Fracture width (in.) 0.220 Fracture conductivity (mD-ft) 1037 Dimensionless fracture conductivity 621 Fracture closure pressure (psi) 5860 Young’s Modulus (psi) 1,580,000 Proppant Concentration (lb/sqft) 2.40 Well Completion Equipment Depth (ft, MD) 14840 Depth (ft, TVD) 7809 Casing OD (in.) 4.5 (3.92 in. ID) Tubing OD (in.) 2-3/8 (1.995 in. ID) Reservoir Fluid Properties Oil density (°API) 38 Specific gravity of gas 0.70 Oil viscosity (cp) 0.405 Flowing bottomhole pressures were predicted for each used choke size, wellhead pressure and liquid rate during flowback production period of the fractured well and are presented in Figure 7. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 6—IPR-VLP matched production test data. SPE-196203-MS 9 Choke Size Optimization Optimized choke size management strategy maximizes well productivity and minimizes the risk of typical wellbore and completion failures. In hydraulically fractured wells, proppant crushing and proppant flowback are the expected behaviors during a ramp-up and flowback production periods due to completely open choke and selection of the undesirable choke sizes. Karantinos and Sharma (2017) developed methodology and combined reservoir, wellbore, completion and choke flow models to properly design a flowback operation or a choke management strategy. In addition to development of the reservoir simulation model, the pore pressure at the completion/reservoir interface as a function of the production rates predicted by using wellbore model for a given choke sizes. After completing the frac job, during clean-up operation or production ramp-up in an unconventional well, they evaluated a choke sequence that maximizes production and mitigates the risk of excessive proppant flowback. They performed grain-scale Discrete Element Modeling (DEM) simulations to assess the combined effect of effective closure stress, pore pressure gradient and particle size on the amount of proppant to be produced from a single planar fracture. They recommended that the minimum choke diameter is 14/64 in. at the beginning of the clean-up operation when the wellbore is filled with frac fluid. By controlling the BHP with an average drawdown rate of 6 psi/hr., in 250 hrs. of production life of the well, the proppant flowback was controlled successfully. Karantinos et. al (2016) developed a methodology for selection of an optimum choke management strategy to maximize the well productivity and minimize the risk of typical well failures during the early life of the well. In unconventional wells after fracturing, back flow of excessive amounts of proppant caused in fracture closure and possible wellbore damage and loss of production. They compared choke management strategies for a wide range of formation and fracture properties including fluid properties, matrix permeability, fracture conductivity and fracture length. Their results indicated that the destabilizing effect of pore pressure was more pronounced in wide fractures and/or low effective stress. Wider fractures produced more proppant under equivalent stress and flow conditions. A wide fractures having unstable bridges were produced more proppant. Choke management strategy was applied by gradually increasing the drawdown or production rate for recovering fracturing fluids or bringing a well on production after long shut-in period. They also compared choke management strategies for various durations ranging from Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 7—Predicted flowing bottomhole pressures based on measured WHP and liquid rates during flowback period. 10 SPE-196203-MS Figure 8—Effect of choke size over the flowback response (modified from Pichon, et.al, 2018). In application of developed workflow, the predicted flowing bottomhole pressures were used to evaluate the flowback production from hydraulically fractured well for each choke sizes. Figure 9 presents the constructed IPR curve for reservoir performance and VLP curves for tubing performance with various chokes sizes starting from smallest choke size of 12/64 in. In well performance analysis, the flowing bottomhole pressures were predicted for each choke size based on applied flowback production periods. In flowback production period, the used choke sizes and the predicted corresponding flowing bottomhole pressures using measured liquid rates, wellhead pressure as function of production time are presented in Figure 10. As seen in these figures, the controlled flowing bottomhole pressure management were applied with an average drawdown rate of 0.35 psi/hr. (8-10 psi/day) up to 815 hrs. After that time, the average drawdown rate was applied as 8.5 psi/hr. (200 psi/day) that resulted higher proppant volume production. For long-term production periods, when sufficient oil production from the matrix into the fractures should minimize the producible volume of proppant due to fracture closure. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 2 to 48 hours based on common clean-up operations used in unconventional wells typically last from a few hours to 2-3 days. Fracture closure interpretation relies on the observation of both pre- and post- closure signature during flowback. The pressure response is controlled by the pressure differential between ISIP and atmospheric pressure and the size of the choke. Choke selection might have to be adjusted in the first tests to check the best setting for any given formation. It is recommended to have a variety of chokes available on the wellsite to increase or decrease choke size according to pressure response as shown in Figure 8 (Pichon et. al, 2018). After completion of the main propped fractures, the effect of choke management on near-wellbore connection and fracture closure on proppant during the initial phase of flowback production give the proper choke selection for proppant free production. SPE-196203-MS 11 Figure 10—Used choke sizes and the predicted flowing bottomhole pressures in flowback production period. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 9—IPR and VLP curves for each used choke size during flowback period (WHP = 350 psi). 12 SPE-196203-MS Table 4—Fracture treatment data. Fracture fluid type Borate Cross-Linked Fracturing Fluid w/Gel Stabilizer Proppant type 20/40 Jordan Sand Cumulative fracture fluid volume (bbls) 76,805 Cumulative proppant volume (lbs) 6,445,700 Slurry injection rate (bpm) 60 Fracture closure pressure (psi) 5860 Fracture permeability change with proppant embedment were calculated at fracture closure pressure, Young’s Modulus, reservoir temperature and fracture conductivity of the created fractures in the well. The producible proppant volumes were estimated based on changing of the fracture permeability, fracture fluid type and volume, proppant type and volume with the changing of the flowing bottomhole pressure, water, oil and gas production rates. The fracture closure pressure effected the amount of producible proppant from a single planar fracture and the total proppant concentration placed after the fracturing job based on proppant type and fracturing fluid type. At the beginning of the flowback period, the fracture closure pressure and the created fracture permeability created a larger pressure drawdown that is required to destabilize the proppant pack and resulted in movement of proppants with the flowing back of the fracturing fluid from the fracture. Figure 11 presents predicted producible proppant volumes for each choke size in flowback period. For the flowback period (45 days, 1091 hrs.), the total produced proppant volume was predicted around 554000 lbs Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 With sudden changes of the choke sizes in short periods (from 24/64 in. to 46/64 in.) after 815 hrs. of stable flowback production period, the flowing bottomhole pressures were decreased and resulted potential increase of the producible proppant volumes due to decreasing of fracture permeability with higher pressure drawdown. When the choke size was increased from 40/64 in. to 64/64 in. at the time of 915 hrs. of production, the flowing bottomhole pressures were also decreased again and resulted increasing of the producible proppant volumes. These type of flowing bottomhole pressure changes and the effect of the fracture closure pressure prevented to keep the stable production levels and did not allow the implementation of the choke size management strategies during the flowback period of the well. Under the fracture closure pressure, the producible proppant volumes are highly dependent on the total pressure drawdown in the fracture due to changing of the fracture dimensions and its permeability. Increasing pressure drawdowns in the fracture and increasing production rates by changing the choke size at the surface, effects the fracture stability and the remaining proppant volume in the fracture after starting of the flowback production. The changing of the fracture permeability with flowing of the proppants together with fracturing fluid depends on the behavior between the type of the proppant (20/40 Jordan Sand) used at fracture treatment and the closure stress. The fracture conductivity is also a dependent of the change of fracture closure stress that obtained from lab tests. Shor and Sharma (2014) defined three fracture occurrences based on changing of the fracture closure stress and flow rates. These are (1) completely collapsed fracture without any proppant placed in the fracture at high flow rates, (2) semi-collapsed fracture having some amount of proppant still having fracture conductivity and (3) fully created fracture that has completely full of proppant and having very good conductivity under lower flow rates and high closure stress. At the end, they also recommended that there should be application of gradual flow rate build-ups by changing the choke sizes and controlling the flowing bottomhole pressure to achieve proper proppant pack formation in the fractures. After the frac job, the producible proppant volumes were estimated using fracture closure pressure, fracture fluid type and volume, proppant type and total amount and predicted flowing bottomhole pressure values obtained for each production rate and selected choke sizes. Table 4 presents the fracture treatment data used in fracturing of the 21 stages of the studied well. SPE-196203-MS 13 which is not more than 10% of the proppant flows back into the wellbore with the used choke sizes. As a common application in fractured wells, the total amount of the producible proppant volume should not be higher than 30% of the cumulative proppant volume used during the fracturing job. In choke size optimization, the flowback production periods for each usable choke sizes were evaluated for flowback production optimization and the results are presented in Figure 12. In this evaluation, the choke sizes are changed from the smaller size of 12/64 in to bigger size of 128/64 in with designed flowback periods in total production time of 10 days (240 hrs). The total amount of proppant proudction were obtained as 83,000 lb with reducing of the flowing bottomhole pressure to around 3200 psi from initial reservoir pressure of 5340 psi in total 10 days of flowback production. As an application in the hydrauilically fractured well, choke sizes can be increased until getting the stable oil production with constant fracturing fluid production with setting longer flowing production periods for each usable choke sizes. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 11—Producible proppant volumes for each flowback production periods at corresponding FBHPs and choke sizes. 14 SPE-196203-MS Quartz sand, ceramics and resin coated proppants account for the majority of the proppants utilized in the hydraulic fracturing treatments. In selection of the proppant, the producible proppant volumes were predicted for studied fractured well having 21 stages using various proppant types (Jordan Sand, Resin-Coated Sand, Low Density Ceramic, and Resin-Coated Ceramic). Figure 13 presents the producible proppant volumes with proppant types. Resin-coated sand prevents proppant flowback and improves conductivity when compared to Jordan Sand. The resin-coated sands are widely recognized for its ability to set and create a bonded network that locks into fractures, preventing proppant flowback and maintaining high conductivity to facilitate strong production. Low-density ceramic proppant has high conductivity for incrased production. It has a similar bulk density and specific gravity like Jordan Sand. Resin-coated ceramic proppants are intermediate density ceramic proppant can be utilized at closure stress up to 14,000 psi. It Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 12—Effect of choke size and designed flowback periods on producible amount of proppants based on potential production rates and FBHPs. SPE-196203-MS 15 also helps prevent proppant flowback and increases near wellbore conductivity over uncoated ceramics. Resin-coated sand and resin-coated ceramic proppants have higher proppant strength and reduce proppant flowback. Resin coated sand has more contact areas that help distribute the stress on proppants more uniformly, and hold together pieces of crushed proippants to prevent the fines from migrating in the proppant pack, entering the borehole and compromising the well productivity. Jordan Sand and lowdensity ceramic have caused higher producible proppant volumes compared to resin-coated sand and resin-caoted ceramic proppants during the flowback period after fracture treatment. Conclusions The following conclusions were obtained: • • • • • The flowback production optimization workflow and methodology was developed for choke size optimization with reducing proppant production after fracturing job during flowback production period. The fracture closure pressure effected the amount of producible proppant from a single planar fracture and the total proppant concentration placed after the fracturing job based on proppant type and fracturing fluid type. At the beginning of the flowback period, the fracture closure pressure and the fracture permeability created a larger pressure drawdown that is required to destabilize the proppant pack and resulted the movement of proppants with the flowing back of the fracturing fluid from the fracture. The total produced proppant volume was predicted less than 10% of the proppant flows back into the wellbore with the used choke sizes. For the studied well, the flowing bottomhole pressure changes and the effect of the fracture closure pressure prevented to keep the stable production levels and did not allow the implementation of the choke size management strategies during the flowback period of the well. In choke size management, the gradual flow rate build-ups should be applied by changing the choke sizes and controlling the flowing bottomhole pressure to achieve proper proppant pack formation in the fractures. Downloaded from http://onepetro.org/SPEATCE/proceedings-pdf/19ATCE/2-19ATCE/D021S023R001/1991858/spe-196203-ms.pdf/1 by Haq Minhas on 31 January 2023 Figure 13—Producible proppant volume with proppant type 16 SPE-196203-MS • Jordan Sand and low-density ceramic have caused higher producible proppant volumes compared to resin-coated sand and resin-caoted ceramic proppants during the flowback period after fracture treatment. Acknowledgements The authors would like to thank Baker Hughes, a GE Company for the opportunity to publish and present this paper. 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