Patents
Literature
Patsnap Eureka AI that helps you search prior art, draft patents, and assess FTO risks, powered by patent and scientific literature data.

36 results about "Polymer flooding" patented technology

Polymer flooding reservoir yield prediction method and system based on dual attention mechanism and storage medium

The invention discloses a polymer-flooding reservoir yield prediction method and system based on a double attention mechanism and a storage medium, relates to the field of oilfield development, and aims to solve the problems that a bidirectional dependency relationship and local features of long-time-series data are difficult to capture at the same time and feature weight distribution and time-series information focusing effects are insufficient in an existing method. According to the technical key points, the method comprises the following steps: S1, collecting field development data of the polymer flooding reservoir and screening optimization characteristics; s2, a CNN-BiLSTM-DAM fusion model is constructed, and the function implementation process of the model comprises the steps that local features of input data are extracted based on a convolutional layer, a dynamic weight is distributed to the local features of each time step through an attention mechanism layer, forward and backward dependency relationships of weighted time sequence feature data are captured through a bidirectional loop structure of a BiLSTM layer, and a dynamic weight is distributed to the local features of each time step; performing weight adjustment on the time sequence features output by the BiLSTM layer through the attention mechanism layer, and capturing global time dependence through the BiLSTM layer; and S3, the optimized features are input into the trained CNN-BiLSTM-DAM fusion model, and the yield of the polymer flooding reservoir is predicted.
Owner:SANYA MARINE OIL & GAS RESEARCH INSTITUTE NORTHEAST PETROLEUM UNIVERSITY +1

Multi-comprehensive intelligent polymer flooding reservoir yield prediction method and system based on polymer injection data and storage medium

The invention discloses a multi-comprehensive intelligent polymer flooding reservoir yield prediction method and system based on polymer injection data and a storage medium, relates to the field of oilfield development, and aims to solve the problems of dependence on static data, neglect of dynamic association, low calculation efficiency, high manual dependency and poor interpretability in the prior art. Comprising the steps of 1, collecting oil well data from an oil reservoir site, and extracting key features for predicting the oil reservoir yield to obtain feature optimization data; 2, an oil reservoir yield prediction model is constructed, the model comprises an XGBoost module, a linear regression module, a support vector machine module and a random forest module, and hyper-parameters of the XGBoost module are optimized; training the modules based on the training set, testing the performance of the modules by adopting the test set, and weighting the modules based on the fitting effect of the modules on the training set; 3, fusing the prediction results of all the modules to obtain an oil reservoir yield prediction result; and 4, receiving new polymer injection data in real time through an online learning framework, and triggering incremental updating of the model.
Owner:NORTHEAST GASOLINEEUM UNIV

Method for comprehensively adjusting weak-base three-component combination flooding after polymer flooding of first-class oil layer

The invention relates to a weak-base three-component combination flooding comprehensive adjustment method after polymer flooding of a first-class oil layer. The problem that a proper comprehensive adjustment method is seriously lacked due to low-efficiency and ineffective circulation of dominant seepage channel development after polymer flooding of a first-class oil layer is solved. The method comprises the steps that S1, in the non-effective period of a producing well, an injection well adopts a double-height injection system, and a dominant seepage channel, injection-production balance and pressure balance are regulated and controlled; s2, in the water content decline period, large-scale separate injection is carried out, injection well measure adjustment is optimized, profile production is improved, and oil production well effectiveness is promoted; s3, in the water content low value period, the injection and production well fracturing mode is optimized; the injection-production capacity is kept; large-scale separate injection is increased, and the interval strength is optimized; and S4, in the water content rising period, high-concentration low-speed injection of the injection well is kept, and water content rising is controlled. According to the method, optimization measures of different injection stages of weak-base three-component combination flooding after polymer flooding of the first-class oil layer are adjusted, dominant seepage channels are blocked, remaining oil of medium and low permeable layers is excavated, and the block development effect is improved.
Owner:DAQING OILFIELD CO LTD +1

Thickened oil polymer flooding oil reservoir horizontal well productivity evaluation method and system

The invention relates to the technical field of productivity evaluation, in particular to a thickened oil polymer flooding reservoir horizontal well productivity evaluation method and system.The method comprises the following steps that injection volume and daily fluid production data are collected to construct a sequence, rate transition and fluid volume inflection point judgment response starting are recognized, the fluid volume rising trend is analyzed to recognize a growth section, and the productivity of a horizontal well is evaluated. Dividing sub-intervals, evaluating fluctuation to determine an oil production stable section, and determining response association by combining concentration and a ratio to obtain a productivity section distribution interval. According to the method, the time sequence is constructed by collecting the daily injection volume, the rate transition is recognized, the production liquid increasing inflection point is extracted, the response starting moment is measured, the state of the horizontal well is recognized more accurately, based on the daily production liquid change comparison before and after starting, the daily oil production fluctuation in the lagging stage is evaluated, the stable oil production stage is screened, and the effective time of evaluation focusing is ensured. And a continuous descending starting point is delimited by comparing periodic oil production change, and the injection state is analyzed by combining the injection concentration and the liquid production ratio, so that productivity response staged identification is realized, and a basis is provided for adjustment.
Owner:BEIJING INTERCONTINENTAL PETROLEUM EXPLORATION & DEV TECH RES INST CO LTD

Exploitation optimization design method for high-water-content small oil reservoir in high-porosity, high-permeability and strong-edge water

The invention relates to an exploitation optimization design method for a high-water-content small reservoir in high-porosity, high-permeability and strong-edge water, and belongs to the technical field of oilfield development. According to the injection-production scheme optimization design method for the strong-edge-water small oil reservoir, numerical simulation is utilized, on the basis of oil reservoir remaining oil distribution characteristic research, through numerical simulation optimization of water injection and polymer injection, the simulation result shows that by means of the injection-production scheme, the recovery efficiency can be effectively improved, the advancing speed of edge water can be restrained, the water-free oil production period of an oil well can be prolonged, and the oil recovery efficiency can be improved. And finally, the oil reservoir recovery efficiency is improved, and a basis and guidance are provided for potential tapping of the remaining oil of the high-porosity, high-permeability and strong-edge-water oil reservoir in the middle-high water content later stage. Wherein the polymer flooding has the effects of controlling the mobility ratio, adjusting the water absorption profile and the like. An injection-production scheme capable of improving the recovery efficiency is provided for the high-water-content small oil reservoir in the high-porosity high-permeability strong-edge water, and technical reference is provided for other oil reservoirs of the same type.
Owner:CHINA PETROLEUM & CHEMICAL CORP +1

Method for determining the extension of the microbial polymer system to the reservoir and its application

The application discloses a method for judging the extension of the oil reservoir swept range of a microbial polymer system, and the steps are as follows: (1) taking the oil well samples in the oil reservoir before and after the microbial polymer flooding to perform the whole hydrocarbon gas chromatographic analysis of crude oil, and determining the small molecular weight light hydrocarbon marker component reflecting the change rule of the crude oil composition; (2) comparing the chromatographic peak area of the small molecular weight light hydrocarbon marker component with the chromatographic peak area of the high molecular weight carbon number, and obtaining the parameter for characterizing the effective action of the microbial polymer; (3) comparing and analyzing the crude oil samples in the oil well before and after the parameter for characterizing the effective action of the microbial polymer, and determining the swept degree of the oil reservoir by the microbial polymer. The application discloses the application of the above method in the microbial oil production for judging the swept volume of the microbial polymer in the oil reservoir.
Owner:CHINA PETROLEUM & CHEMICAL CORP +1

Method for determining the time of plugging removal in the near wellbore zone of a polymer injection well

The application discloses a method for determining the deblocking time of the near-well zone of a polymer injection well. The method comprises the following steps: S1, injecting a polymer solution into the polymer injection well; S2, measuring the injection pressure, and obtaining a relationship curve between the injection amount and the injection pressure according to the injection amount and the injection pressure of the polymer solution; and S3, determining the deblocking time according to the relationship curve: when the injection pressure is stable and then obviously decreases without a relieving trend, the deblocking time of the polymer injection well is determined. Based on the research on the solution percolation of a polymer flooding system in the near-well zone, the dynamic adsorption law of the polymer on the surface of rock minerals is determined, the dynamic adsorption has a process from quantity change to quality change, and the inflection point of the quality change is related to the formation of the near-well zone blockage, so the discrimination of the inflection point constitutes the selection of the deblocking measure time, and the application is formed.
Owner:CHINA NATIONAL OFFSHORE OIL (CHINA) CO LTD +1

Method for inhibiting viscosity loss of polymer solution prepared from oilfield purified water

The invention relates to the technical field of oil field polymer flooding, in particular to a method for inhibiting viscosity loss by preparing a polymer solution from oilfield purified water, which comprises the following steps of: 1, cleaning a polymer preparation container and equipment by using a compound degradation inhibitor, and keeping the cleaned polymer preparation container and equipment for later use; 2, purifying the oilfield produced water to obtain oilfield purified water; step 3, adding a required amount of compound degradation inhibitor into the cleaned polymer container and the oilfield purified water in the equipment, and stirring to obtain a polymer solution for polymer injection; and fourthly, after the polymer solution for polymer injection is injected into a reinjection wellhead, oil displacement is carried out. By adding the compound degradation inhibitor into the oilfield purified water, on one hand, the decomposition effect of bacterium breeding on polymers is inhibited, and various pollutants such as oil sludge prone to bacterium breeding in storage tanks and pipelines can be removed; on the other hand, the influence of system pollution on the viscosity of the polymer is eliminated, and the purpose of low viscosity loss in the polymer flooding process is achieved.
Owner:XINJIANG PETROLEUM ADMINISTRATION BUREAU +2

Downhole sampler for polymer flooding injection well

The invention discloses an underground sampler for a polymer flooding injection well, which belongs to the technical field of underground polymer sampling and comprises a shell and a connecting cap, a connector is mounted at one end of the shell, a lower joint is mounted at the other end of the shell, and a locking mechanism is arranged in an inner cavity at the joint of the lower joint and the shell. An execution mechanism is arranged at the end, close to the connector, of the inner cavity of the shell, power is provided through the circuit board, the circuit board supplies power to a coil in the execution mechanism to generate an electromagnetic field, and the electromagnetic field drives the static magnet and the movable magnet to move downwards. By means of cooperation of a pressure spring, a pull rod and a cam in the locking mechanism, when the lower piston moves downwards, the pull rod and the cam are driven to be connected in a clamped mode through the pressure spring, and then the upper piston, the connecting rod and the lower piston in the moving mechanism are driven to move downwards to close a port in the connecting position of the sampling sleeve and the lower connector. Therefore, the downward moving action of the moving mechanism can be locked, the moving mechanism is prevented from rebounding, and the lower port of the sampling sleeve is closed.
Owner:DAQING OILFIELD CO LTD +1

Polymer flooding whole-process recoverable reserve prediction method

The invention discloses a polymer flooding whole-process recoverable reserve prediction method, which comprises comprehensive water content prediction of a target block, and the comprehensive water content prediction method comprises the following steps: determining an analogy block of the target block, according to the water content-time curve of the analogy block, four stages of blank water drive, water content reduction, water content recovery and subsequent water drive are divided; taking the water content at the end of the blank water drive period of the analogy block as an initial water content starting point, utilizing a support vector machine algorithm, taking geological indexes including a comprehensive water content index and development indexes of the analogy block as training feature data, and obtaining an SVR prediction model through SVR regression; using the SVR prediction model to solve the comprehensive water content of the target block in the water content decline stage and the water content rise stage; the method effectively solves the problems that the mathematical model of the polymer underground non-power law type viscoelastic fluid is difficult to express and the recoverable reserves in the polymer flooding injection stage are difficult to accurately predict.
Owner:DAQING OILFIELD CO LTD +1

Polymeric surfactant for oil displacement and synthesis method thereof

PendingCN122071555ADrilling compositionSolution polymerizationInverse suspension polymerization
The invention discloses a polymer surfactant for oil displacement, and relates to the field of tertiary oil recovery. The problem that the oil displacement efficiency and the swept volume of an existing common polymer in a class III oil layer are not obviously improved in the oil layer is mainly solved. The molecular structural formula is as shown in formula (1), wherein R is H or CH3; r1 = H, CH3 or (CH2CH2O) yCH3, and y is in the range of 1 to 20; r2 = CXaCX3, X is halogen, a is 0-2, n, m and p are polymerization degrees, and the numerical ranges of n, m and p are as follows: n is 1-100000, m is 1-20000 and p is 1-30000; the synthesis method comprises the following step: synthesizing the surfactant for oil displacement from a raw material comprising a polymerizable surface active monomer by adopting a photo-initiation solution polymerization method or a reversed-phase suspension polymerization method. The polymer surfactant can be used as a tertiary oil recovery oil-displacing agent, has high viscosity in sewage, has certain surface activity, and can be used for further improving the recovery efficiency after tertiary oil recovery and polymer flooding of medium and low permeability oil layers.
Owner:PETROCHINA CO LTD

Method for quantitatively evaluating effect of multi-layer heterogeneous oil reservoir communication mode on polymer flooding development

PendingCN121066550ASurveyClimate change adaptationWater floodingPolymer flooding
The invention relates to the technical field of tertiary oil recovery, in particular to a method for quantitatively evaluating the effect of a multi-layer heterogeneous oil reservoir communication mode on polymer flooding development. The method comprises the steps that a target block is determined, chemical flooding static data are obtained, oil layer lateral communication modes and oil reservoir characteristics of the target block are determined, and geological models of different communication modes are established; setting a pre-polymer-flooding water flooding process and polymer flooding process parameters of the target block, and performing water flooding process simulation, polymer flooding process simulation and subsequent water flooding process simulation; respectively calculating a water flooding stage recovery ratio value, a polymer flooding stage recovery ratio improvement value and oil saturation decreasing amplitude in different connected mode water / polymer flooding processes of the target block; and comparing the water / polymer flooding development effects of the oil layers in different communication modes of the target block, determining the distribution rule of the remaining oil of the oil layers in different communication types of the target block, and providing technical guidance for potential tapping of the remaining oil in polymer flooding development of the target block. The method provided by the invention is high in repeatability, rapid in calculation and cost-saving.
Owner:DAQING OILFIELD CO LTD +1

Advanced seepage channel identification method after oil layer polymer flooding

The invention discloses a method for identifying a dominant seepage channel after polymer flooding of a first-class oil layer, which is a technology capable of quantitatively evaluating the dominant seepage channel after polymer flooding of the first-class oil layer, and is characterized in that: a cumulative probability statistical method is adopted to establish dominant seepage channel technical boundaries of various parameters such as well layer probability, flow probability and water content of the dominant channel; performing statistics on sample well layer probability, flow probability and water content, determining lower limit indexes of the well layer probability, the flow probability and the water content, comprehensively analyzing the possibility of dominant channels, screening injection-production units of which the technical indexes are lower than lower limit values, and performing sorting according to comprehensive scores, wherein the higher the sorting is, the higher the probability of existence of dominant water flow channels is. According to the method, the seepage relationship between the producing well and the water injection well is quantitatively evaluated through the cumulative probability statistical method, the dominant seepage channel is determined, a basis is provided for subsequent plugging control scheme design, and powerful guarantee is provided for further tapping the potential of remaining oil after polymer flooding of a first-class oil layer and improving the utilization rate of a chemical agent.
Owner:DAQING OILFIELD CO LTD +1

A low-crosslinking profile adjustment and displacement system for clastic rock reservoirs and its preparation method

A low-crosslinked flooding system for clastic reservoirs and its preparation method. The system comprises the following components: 0.05-0.1 wt% of a biopolysaccharide polymer, 0.1-0.45 wt% of an organic zirconium crosslinker, and a solvent. The biopolysaccharide polymer is diutan gum, and the solvent is high-mineralization simulated oilfield water. This polymer flooding system, primarily used for flooding in high-temperature oil-salt clastic reservoirs, is resistant to temperatures up to 110°C and salts up to 220,000 mg / l. The addition of an organic zirconium crosslinker to a biopolysaccharide system with excellent heat and salt resistance effectively improves the system's heat and salt resistance while reducing the biopolysaccharide concentration and system cost.
Owner:CHINA PETROLEUM & CHEMICAL CORP +1

Swelling particles with suspension property as well as preparation method and application of swellable particles

The invention provides a swellable particle with suspension property as well as a preparation method and application thereof, the swellable particle adopts cetyltrimethylammonium bromide, sodium dodecyl sulfate and sodium alcohol ether sulphate to participate in reaction, so that the volume of the swellable particle is increased, the density is reduced, and the suspension property is improved; the auxiliary agent overcomes the problems that the existing expanded particles are high in water absorption expansion speed and are too hard after being expanded; the thickening agent is added, so that the high pressure resistance after expansion is effectively guaranteed, and the water plugging agent can be used for oil well water plugging, high-water-content oil field deep fluid diversion and water flooding improvement. The problems that existing expansive particles are settled when encountering water, the water absorption expansion speed is high, and no suspension exists after expansion are solved; meanwhile, it is guaranteed that the high pressure resistance capacity is achieved after expansion, and the high-water-content oil field water plugging agent can be used for oil well water plugging and high-water-content oil field deep fluid diversion, the displacement effect of water flooding, polymer flooding and surfactant flooding is improved, and the oil reservoir recovery rate is increased.
Owner:PETROCHINA CO LTD

An experimental method for improving oil recovery by stepwise polymer injection in heterogeneous reservoirs

The present disclosure relates to an experimental method for improving oil recovery by stepwise polymer injection in heterogeneous reservoirs, which includes the steps of: preparing separate injection and production and homogeneous in-layer heterogeneous cores according to the obtained target reservoir characteristics, and forming parallel cores; performing primary water flooding on the parallel cores to determine their oil recovery; performing the first-stage polymer flooding on the homogeneous in-layer heterogeneous cores in a constant-rate and constant-pressure manner to determine their oil recovery; performing the second-stage polymer flooding on the parallel cores in a constant-pressure manner to determine their oil recovery; and performing secondary water flooding on the parallel cores to determine their oil recovery. The embodiments of the present disclosure can simulate the stepwise polymer injection process of the real heterogeneous reservoir of the target well through an experimental method, determine the oil recovery by measuring the produced fluid collected during the stepwise polymer injection experiment, compare and analyze the oil recovery obtained by stepwise polymer injection with the oil recovery obtained by the original polymer flooding method, and determine whether there is an increase in the oil recovery obtained by using this stepwise polymer flooding method in the target well.
Owner:DAQING OILFIELD CO LTD +1

Personalized injection parameter optimization design method based on emulsion polymer flooding

The invention relates to a personalized injection parameter optimization design method based on emulsion polymer flooding. The method comprises the following steps: respectively carrying out core displacement experiments under different polymer dosages to obtain a first curve of each injection well; according to the deviation between the first curve and the second curve, the fitting deviation value of the injection well is determined; determining a heterogeneous value of the injection well according to the distance between each injection well and each adjacent injection well of the same type and the deviation between the recovery rates under each polymer dosage; performing weighted fusion on the first curve and the second curve of the injection well to obtain a target curve of the injection well, and determining the target polymer dosage of the injection well according to the target curve; according to the geological parameters and the pressure constraint parameters of each injection well, the injection speed of the injection well is determined, and the target polymer dosage is injected into the injection well based on the injection speed. According to the method, the polymer concentration and the polymer dosage can be matched for different injection wells, and the recovery ratio prediction precision is improved.
Owner:DAQING OILFIELD CO LTD +1

Compound, polymer with oil displacement function and preparation method and application thereof

ActiveCN117945943BModulate interface activityHas steric hindranceOrganic compound preparationCarboxylic acid amides preparationSolubilityPetroleum oil
This invention relates to the field of petroleum extraction technology, and discloses a compound, a polymer with oil displacement function, its preparation method, and its application. The compound of this invention has the structure shown in formula (8); the polymer of this invention has good solubility at 20-95℃ and a salinity of 500-50000 mg / L, exhibits good viscosity-enhancing effect on the aqueous phase at high temperatures, can improve the mobility ratio, effectively expand the swept volume, and has good temperature resistance. Simultaneously, it can emulsify and disperse crude oil, reduce interfacial tension, and can be used for polymer flooding to improve oil recovery in conventional reservoirs, high-temperature and high-salinity reservoirs, and ordinary heavy oil reservoirs.
Owner:CHINA PETROLEUM & CHEMICAL CORP +1

Method for recycling and optimizing remaining oil after polymer flooding of first-class oil layer to excavate potential well pattern

The invention relates to the technical field of intelligent control, and provides a method for recycling and optimizing a potential well pattern by excavating remaining oil after polymer flooding of a first-class oil reservoir, which comprises the following steps of: acquiring basic data of all unit grids in all grid units of a well pattern in a block after polymer flooding of the first-class oil reservoir; dead oil zone grids in the grid units are screened, and the remaining oil tapping potential of the dead oil zone grids is calculated; determining dead oil zone clusters formed by dead oil zone grids, calculating the comprehensive potential of the dead oil zone clusters, and screening high-potential dead oil zone clusters; the new well fitness of each dead oil area grid in the potential dead oil area cluster is calculated, new well positions determined by the potential dead oil area cluster are obtained, site selection is carried out on the new well positions again according to the relative distribution of all the new well positions, and optimization of reuse of the potential tapping well network is achieved. The invention aims to improve the well pattern reutilization optimization effect.
Owner:DAQING OILFIELD CO LTD +1

Intelligent temperature control method for electrical heating equipment of injection station

The invention relates to the technical field of intelligent temperature control, in particular to an intelligent temperature control method for electrical heating equipment of an injection station yard, which comprises the following steps: acquiring the environment temperature and PID (Proportion Integration Differentiation) control quantity in the polymer flooding injection station yard in real time; the superposition oscillation evaluation degree is calculated and used for evaluating complex changes of high-frequency superposition oscillation of the PID control quantity of the environment temperature in the frequency domain; the high-frequency change evaluation degree is calculated and used for evaluating the intensity degree of high-frequency component change of the environment temperature in the polymer flooding injection station within a short time; calculating a start-stop instability evaluation degree which is used for evaluating the possibility that the intelligent circuit breaker controller has a start-stop instability phenomenon; and the start-stop state of the intelligent circuit break controller is controlled through the start-stop instability evaluation degree, and intelligent temperature control over the electric heating equipment is achieved. The invention aims to realize accurate evaluation of the start-stop state of the intelligent circuit break controller of the electric heating equipment.
Owner:DAQING OILFIELD CO LTD +1

Advanced seepage channel control system after polymer flooding of first-class oil layer

The invention discloses a system for controlling a dominant seepage channel after polymer flooding of an oil layer, which comprises the following steps of: changing a liquid flow direction by adopting a variable well pattern mode on the basis of oil saturation and seepage rules of different flow lines after polymer flooding through physical property change understanding after polymer flooding; and different stages of heterogeneous particle plugging adjusting slugs are continuously injected into the oil reservoir subjected to variable well pattern polymer flooding synchronously. A variable well pattern mode is adopted to change the liquid flow direction, expand the plane wave and volume, meanwhile, potential diversion line remaining oil is excavated, low-efficiency ineffective circulation is controlled, in addition, in order to strengthen dominant seepage channel control, a plugging adjusting slug is continuously injected into an oil reservoir after variable well pattern polymer flooding, the plugging adjusting slug is a heterogeneous particle slug, at least two-stage injection is conducted in the injection process, and the plugging adjusting slug is a plugging adjusting slug. And injecting according to a mode that the particle size is from small to large and the particle concentration is from low to high, blocking dominant channels of different pore throats, and inhibiting fluid channeling of a chemical agent, so as to achieve the effects of adjusting longitudinal and plane suction sections of an injection well, enlarging the swept volume and improving the development effect.
Owner:DAQING OILFIELD CO LTD +1

Di-Alkyl Chain Surfactants as a Main Surfactant for Enhancing Oil Recovery for Tight Oil Formations

PendingUS20260184996A1Active agentPhysical chemistry
Some reservoirs have tight oil formations, such as the Changqing reservoir. The surfactant polymer flooding and low-tension gas flooding are two potential chemical flooding methods for use in tight oil formations. In these methods, an oil displacement agent, or surfactant, is added. Derivatives of nonionic surfactants with extended chains (by propylene oxide and ethylene oxide) from di-alkyl alcohols were developed and tested. A synergistic blend of surfactants was developed between the di-alkyl chain surfactants and anionic surfactants that lowers interfacial tension and improves surfactant solubility in high salinity water and oil.
Owner:CNPC USA CORP +2

Method for identifying dominant liquid flow direction after polymer flooding

The invention relates to the technical field of oilfield development, and discloses a method for identifying a dominant liquid flow direction after polymer flooding, which comprises the following steps of: 1, judging the dominant liquid flow direction according to dynamic change linkage of an injection well and a production well on the basis of physical property change characteristics of an oil layer after polymer flooding; 2, adjusting production parameters of the oil producing well based on the oil reservoir engineering theory and the oilfield development and production practice; 3, according to the dynamic change characteristics of the communicated injection well, the dominant liquid flow direction is comprehensively judged by combining the analysis of the produced liquid of the producing well; 4, judging a dominant layer according to the single-layer permeability; and 5, auxiliary verification is carried out through the injection profile, the extraction profile and the formation pressure. By means of the method for recognizing the direction of the dominant liquid flow after polymer flooding, the direction and strength of the inter-well dominant liquid flow can be quantitatively recognized, the method has the advantages of being timely, low in cost, operable and capable of being popularized, and a powerful guarantee is provided for the development effect of one type of oil layers after polymer flooding.
Owner:DAQING OILFIELD CO LTD +1

A method and system for predicting the production of polymer flooding reservoirs based on a double attention mechanism and a storage medium

The application discloses a kind of based on dual attention mechanism's polymer flooding reservoir production prediction method and system and storage medium, it is related to oilfield development field, to solve the problem that existing method is difficult to simultaneously capture the bidirectional dependent relationship and local feature of long time series data, and the effect of feature weight distribution and time series information focus is insufficient.The technical points of the present application include: S1, the field development data of polymer flooding reservoir is collected and optimized features are screened;S2, construct CNN-BiLSTM-DAM fusion model, the function realization process of model is as follows: based on convolution layer, the local feature of input data is extracted, the dynamic weight of each time step local feature is allocated by attention mechanism layer, the forward and backward dependent relationship of weighted time series feature data is captured by the bidirectional recurrent structure of BiLSTM layer, the weight adjustment of time series feature output by BiLSTM layer is carried out by attention mechanism layer, and then the global time dependence is captured by BiLSTM layer;S3, the optimized features are input into the trained CNN-BiLSTM-DAM fusion model, and the production of polymer flooding reservoir is predicted.
Owner:SANYA MARINE OIL & GAS RESEARCH INSTITUTE NORTHEAST PETROLEUM UNIVERSITY +1

A method for optimizing the reuse of well patterns for tapping remaining oil after polymer flooding in an oil reservoir

The application relates to the technical field of intelligent control, and proposes a remaining oil tapping well pattern reuse optimization method for a type of oil layer after polymer flooding, which comprises the following steps: acquiring basic data of all unit grids in all grid units of a well pattern in a block after polymer flooding of a type of oil layer; screening dead oil area grids in the grid units, calculating remaining oil tapping potential of the dead oil area grids; determining dead oil area clusters composed of the dead oil area grids, calculating comprehensive potential of the dead oil area clusters, and screening high-potential dead oil area clusters; calculating new well fitness of each dead oil area grid in the potential dead oil area clusters, acquiring new well positions determined by the potential dead oil area clusters, and re-siting the new well positions according to relative distribution of all the new well positions, so that the optimization of the tapping well pattern reuse is realized. The application aims to improve the optimization effect of the well pattern reuse.
Owner:DAQING OILFIELD CO LTD +1

Polymer polymer flooding monitoring system for water-containing recovery period of three types of oil layers

The invention relates to the technical field of energy-saving transformation of equipment, in particular to a polymer flooding monitoring system for water-containing recovery periods of three types of oil layers. The system comprises an adjustment system switching judgment module used for calculating an injection electrical efficiency index by continuously monitoring oil production increment and power consumption of an injection pump during injection of a first adjustment system so as to judge whether to switch the adjustment system of an injection well at the current moment; the injection well energy-saving optimization module is used for dividing wells into two types according to an injection pressure space after a system switching condition is met: for an adjustable parameter well, a layered injection allocation scheme is formulated by calculating a layer section energy consumption weight and combining an oil layer thickness so as to realize energy conservation; and for the parameter adjustment limited well, fracturing resistance reduction is conducted on the production well communicated with the parameter adjustment limited well, and collaborative optimization is achieved through injection-production linkage. According to the embodiment, the polymer flooding decision is optimized by quantifying the energy consumption, and energy conservation and consumption reduction are achieved on the premise that the oil displacement effect is guaranteed.
Owner:DAQING OILFIELD CO LTD +1

Di-alkyl chain surfactants as a main surfactant for enhancing oil recovery for tight oil formations

Some reservoirs have tight oil formations, such as the Changqing reservoir. The surfactant polymer flooding and low-tension gas flooding are two potential chemical flooding methods for use in tight oil formations. In these methods, an oil displacement agent, or surfactant, is added. Derivatives of nonionic surfactants with extended chains (by propylene oxide and ethylene oxide) from di-alkyl alcohols were developed and tested. A synergistic blend of surfactants was developed between the di-alkyl chain surfactants and a commercially available anionic surfactants that lowers interfacial tension and improves surfactant solubility in high salinity water and oil.
Owner:CNPC USA CORP +2

Instant oil displacement polymer, its preparation method and application

The application provides a quick-dissolving oil-displacing polymer and a preparation method and application thereof. The method comprises the following steps: introducing inert gas A into an aqueous solution of an alkenyl monomer including N-[(4-sulfonamide)phenyl] acrylamide to remove oxygen, then introducing inert gas B micro-nano bubbles, and then initiating a polymerization reaction by at least one of the following methods: light initiation, thermal initiation, radiation initiation and redox initiation to obtain a colloid, and then treating the obtained colloid to obtain the quick-dissolving oil-displacing polymer. The introduction of sulfonic acid structural units and structural units with benzene ring structures significantly improves the hydrophilic ability of the side chain of the polymer and the heat resistance of the polymer, and simultaneously significantly improves the long-term viscosity retention rate. The porous structure of the polymer greatly reduces the dissolution time of the polymer. The free radical initiation effect of the micro-nano bubbles can play an auxiliary role in the free radical polymerization, can improve the polymerization efficiency, saves the polymerization cost, and can be used for polymer flooding in high-temperature and high-salt oil reservoirs.
Owner:CHINA PETROLEUM & CHEMICAL CORP +1

A water pipe type pretreatment device and method for polymer flooding production

The present invention discloses a pipe-type pretreatment device and method for polymer flooding production, including a pipe-type hydraulic mixing and flocculation device. A hydraulic mixing and flocculation device outlet pressure transmitter and a separator inlet sampling port are provided on the outlet pipeline of the pipe-type hydraulic mixing and flocculation device, and a chemical dosing assembly is provided in the front section of the pipe-type hydraulic mixing and flocculation device; the outlet pipeline of the pipe-type hydraulic mixing and flocculation device is processed by a low-shear dynamic vortex separator and then leads to a deoiling recovery unit and a produced water advanced treatment unit; the pipe-type hydraulic mixing and flocculation device includes a chemical injection pipe section, a mixing pipe section, and a flocculation trailing vortex plate spacer pipe connected in sequence from the inlet. A mixing trailing vortex plate is provided inside the inlet end of the chemical injection pipe section, and a chemical injection pipe is provided on the side wall. Flocculation trailing vortex plates are respectively provided inside both ends of the flocculation trailing vortex plate spacer pipe. Overall consideration is given to chemical dosing, mixing, flocculation, and rapid separation, and the fragmentation and emulsification of flocs and large oil droplets are avoided in terms of process and the selection of separation equipment.
Owner:BEIJING INSTITUTE OF PETROCHEMICAL TECHNOLOGY