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CN108133086A - Water Fractured Gas Wells fracture half-length's inversion method is produced in a kind of stress sensitive reservoir - Google Patents

Water Fractured Gas Wells fracture half-length's inversion method is produced in a kind of stress sensitive reservoir Download PDF

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CN108133086A
CN108133086A CN201711304191.0A CN201711304191A CN108133086A CN 108133086 A CN108133086 A CN 108133086A CN 201711304191 A CN201711304191 A CN 201711304191A CN 108133086 A CN108133086 A CN 108133086A
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窦祥骥
何岩峰
王相
浮历沛
邓嵩
张世锋
曹文科
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Changzhou University
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Abstract

本发明涉及一种应力敏感储层中产水压裂气井裂缝半长反演方法,包括如下步骤:(1)气井日常生产数据、储层物性、流体物性、应力敏感数据的收集整理;(2)计算不同压力条件下的气‑水等效相对渗透率;(3)计算考虑应力敏感储层气‑水两相复杂渗流特征的改进拟参数;(4)绘制并利用改进的根号下时间曲线识别地层线性流;(5)对地层线性流阶段的数据点进行线性回归,基于得到的直线斜率,利用反演模型进行计算,实现对裂缝半长的反演。本发明可以综合考虑应力敏感储层中气‑水两相渗流时相渗曲线应力敏感、绝对渗透率应力敏感、滑脱效应等复杂渗流特征,消除了传统计算方法所造成的误差,可广泛用于应力敏感储层产水压裂气井的压后评价。

The present invention relates to a method for half-length inversion of fractures in water-producing fracturing gas wells in stress-sensitive reservoirs. Calculation of gas-water equivalent relative permeability under different pressure conditions; (3) Calculation of improved quasi-parameters considering the complex seepage characteristics of gas-water two-phase in stress-sensitive reservoirs; (4) Drawing and using the improved time curve under the root sign Identify the linear flow of the formation; (5) Carry out linear regression on the data points in the linear flow stage of the formation, and use the inversion model to calculate based on the obtained straight line slope, so as to realize the inversion of the half length of the fracture. The present invention can comprehensively consider complex seepage characteristics such as phase permeability curve stress sensitivity, absolute permeability stress sensitivity, and slippage effect during gas-water two-phase seepage in stress-sensitive reservoirs, eliminates errors caused by traditional calculation methods, and can be widely used Post-fracture evaluation of water-producing fractured gas wells in stress-sensitive reservoirs.

Description

一种应力敏感储层中产水压裂气井裂缝半长反演方法A fracture half-length inversion method for water-producing fractured gas wells in stress-sensitive reservoirs

技术领域technical field

本发明涉及水力压裂压后评价技术领域,尤其是一种应力敏感储层中产水压裂气井裂缝半长反演方法。The invention relates to the technical field of post-fracturing evaluation of hydraulic fracturing, in particular to a method for half-length inversion of fractures in water-producing fracturing gas wells in stress-sensitive reservoirs.

背景技术Background technique

应力敏感储层生产过程中,由于地层应力条件不断变化,储层孔喉结构会随之发生改变。而对于应力敏感储层中的产水气井来说,孔喉结构随应力的变化会导致气-水两相渗流过程中呈现出绝对渗透率应力敏感、相渗曲线应力敏感、动态滑脱效应等复杂渗流特征。另一方面,应力敏感储层的渗透率通常较低,需要借助压裂改造才能获得工业气流。而压裂所形成的裂缝半长是评价压裂效果的重要指标,对后续的产能预测和开发方案的制定具有十分重要的意义。应力敏感储层中气-水两相复杂渗流特征的存在,使得产水压裂井裂缝半长的反演与常规气井存在较大的区别。During the production process of stress-sensitive reservoirs, due to the continuous change of formation stress conditions, the reservoir pore-throat structure will change accordingly. For water-producing gas wells in stress-sensitive reservoirs, the change of pore-throat structure with stress will lead to complex phenomena such as absolute permeability stress sensitivity, phase permeability curve stress sensitivity, and dynamic slippage effect in the gas-water two-phase seepage process. seepage characteristics. On the other hand, stress-sensitive reservoirs usually have low permeability and require fracturing to obtain industrial gas flow. The half-length of fractures formed by fracturing is an important indicator for evaluating fracturing effects, and is of great significance for subsequent productivity prediction and development plan formulation. The presence of complex gas-water two-phase seepage characteristics in stress-sensitive reservoirs makes the half-length inversion of water-producing fractured wells quite different from that of conventional gas wells.

但是,目前存在的一些裂缝半长反演方法,并未综合考虑应力敏感储层气-水两相复杂渗流特征,特别是忽视了气-水相渗曲线的应力敏感,所得到的裂缝半长值与真实值之间通常存在一定的差异,因此不适用于应力敏感储层中产水压裂气井的裂缝半长反演。However, some existing fracture half-length inversion methods do not comprehensively consider the complex seepage characteristics of gas-water two-phase in stress-sensitive reservoirs, especially ignore the stress sensitivity of the gas-water phase permeability curve, and the obtained fracture half-length There is usually a certain difference between the value and the true value, so it is not suitable for fracture half-length inversion of water-producing fractured gas wells in stress-sensitive reservoirs.

发明内容Contents of the invention

本发明要解决的技术问题是:为了克服现有技术中之不足,本发明提供一种应力敏感储层中产水压裂气井裂缝半长反演方法,该方法综合考虑了相渗曲线应力敏感等气-水两相渗流特征,从而提高了裂缝反演结果的准确性。The technical problem to be solved by the present invention is: in order to overcome the deficiencies in the prior art, the present invention provides a half-length inversion method for water-producing fracturing gas well fractures in stress-sensitive reservoirs, which comprehensively considers the relative permeability curve stress sensitivity, etc. Gas-water two-phase seepage characteristics, thus improving the accuracy of fracture inversion results.

本发明解决其技术问题所采用的技术方案是:一种应力敏感储层中产水压裂气井裂缝半长反演方法,具有如下步骤:The technical solution adopted by the present invention to solve the technical problem is: a half-length inversion method for water-producing fracturing gas well fractures in stress-sensitive reservoirs, which has the following steps:

(1)、气井日常生产数据、储层物性、流体物性、气-水相渗数据、应力敏感数据的收集整理;(1) Collection and arrangement of daily production data of gas wells, reservoir physical properties, fluid physical properties, gas-water phase permeability data, and stress-sensitive data;

(2)、综合考虑相渗曲线应力敏感、绝对渗透率应力敏感及动态滑脱效应,计算不同压力条件下气-水两相复杂渗流特征的等效气-水相对渗透率;(2) Considering the stress sensitivity of phase permeability curve, absolute permeability stress sensitivity and dynamic slippage effect, calculate the equivalent gas-water relative permeability of gas-water two-phase complex seepage characteristics under different pressure conditions;

(3)、利用等效气-水相渗曲线,结合气井生产数据,根据下式,计算考虑应力敏感储层气-水两相复杂渗流特征的改进的拟压力及拟时间;(3), using the equivalent gas-water phase permeability curve, combined with the production data of the gas well, according to the following formula, calculate the improved pseudo-pressure and pseudo-time considering the complex seepage characteristics of the gas-water two-phase in the stress-sensitive reservoir;

其中,ψtwo为考虑应力敏感储层气-水两相复杂渗流特征的改进的拟压力MPa/cp;ttwo为考虑应力敏感储层气-水两相复杂渗流特征的改进的拟时间d;p为压力MPa;pa为参考压力MPa;t为真实时间d;ta为参考时间d;ρg为气相地下密度kg/m3;ρw为水的地下密度kg/m3;ρwsc为水的地面标准密度kg/m3为平均压力所对应的气相地下密度kg/m3为平均压力所对应的水相地面标准密度kg/m3;krgE为气相等效相对渗透率;krwE为水相等效相对渗透率;为平均压力所对应的气相等效相对渗透率;为平均压力所对应的水相等效相对渗透率;μg为气体粘度cp;μw为水的粘度cp;μgi为原始地层压力下的气体粘度cp;为平均压力所对应的气体粘度,cp;为平均压力所对应的水的粘度cp;Ct-twoi为原始地层压力下的气水两相综合压缩系数MPa-1为平均压力所对应的气水两相综合压缩系数MPa-1Among them, ψ two is the improved pseudo-pressure MPa/cp considering the complex seepage characteristics of gas-water two-phase in stress-sensitive reservoirs; t two is the improved pseudo-time d considering the complex seepage characteristics of gas-water two-phase in stress-sensitive reservoirs; p is the pressure in MPa; p a is the reference pressure in MPa; t is the real time d ; t a is the reference time d; ρ g is the gas phase subsurface density kg/m 3 ; is the ground standard density of water kg/m 3 ; is the underground gas density kg/m 3 corresponding to the average pressure; k rgE is the gas phase equivalent relative permeability; k rwE is the water phase equivalent relative permeability; is the gas-phase equivalent relative permeability corresponding to the average pressure; is the water equivalent relative permeability corresponding to the average pressure; μ g is the gas viscosity cp; μ w is the water viscosity cp; μ gi is the gas viscosity cp under the original formation pressure; is the gas viscosity corresponding to the average pressure, cp; is the viscosity cp of water corresponding to the average pressure; C t-twoi is the gas-water two-phase comprehensive compressibility MPa -1 under the original formation pressure; is the gas-water two-phase comprehensive compressibility MPa -1 corresponding to the average pressure;

(4)、基于计算获得的改进的拟压力及拟时间,绘制并利用改进的根号下时间曲线识别地层线性流;(4), based on the improved pseudo-pressure and pseudo-time obtained by calculation, draw and use the improved square root time curve to identify the formation linear flow;

(5)、对曲线上的散点进行线性回归,根据回归所得到的直线斜率,利用反演模型进行计算,从而实现对裂缝半长的反演。(5) Carry out linear regression on the scattered points on the curve, and use the inversion model to calculate according to the slope of the straight line obtained by the regression, so as to realize the inversion of the half-length of the fracture.

上述步骤(1)中,需要收集整理的必要数据包括:包含产水量qw、产气量qg、水气比fw、套压pc或井底流压pwf在内的气井现场生产数据;储层厚度h及原始地层压力条件下的孔隙度φi、绝对渗透率ki、气体滑脱因子bi等储层物性参数;不同压力条件下的流体粘度μg、μw及压缩系数Cg、Cw等流体物性参数;原始地层压力所对应的相渗曲线端点值(Swci、Sgri、krgendi、krwendi)、储层孔喉非等径系数λ及弯曲系数η等相渗曲线参数;储层绝对渗透率、孔隙度及相渗曲线端点值的应力敏感系数(α、γ、C、D、E、F)等;In the above step (1), the necessary data to be collected and sorted include: on-site production data of the gas well including water production q w , gas production q g , water-gas ratio f w , casing pressure p c or bottom hole flow pressure p wf ; Reservoir thickness h and reservoir physical parameters such as porosity φ i , absolute permeability ki , gas slippage factor b i under original formation pressure conditions; fluid viscosity μ g , μ w and compressibility coefficient C g under different pressure conditions , C w and other fluid physical parameters; relative permeability curve endpoint values corresponding to original formation pressure (S wci , S gri , k rgendi , k rwendi ), reservoir pore-throat anisodiametric coefficient λ and bending coefficient η and other relative permeability curves Parameters; reservoir absolute permeability, porosity, and stress sensitivity coefficients (α, γ, C, D, E, F) of the endpoints of relative permeability curves, etc.;

步骤(2)中,等效气-水相对渗透率的计算模型为:In step (2), the calculation model of equivalent gas-water relative permeability is:

其中,的计算公式分别为:in, and The calculation formulas are respectively:

其中,krgE-p1<Sw>为某一压力(p1)及饱和度(Sw)下的气相等效相对渗透率;krwE-p1<Sw>为某一压力(p1)及饱和度(Sw)下的水相等效相对渗透率;krg-p1<Sw>为某一压力(p1)及饱和度(Sw)下的气相相对渗透率;krw-p1<Sw>为某一压力(p1)及饱和度(Sw)下的水相相对渗透率;bi为原始地层压力所对应的滑脱因子;B为滑脱因子回归系数;α为渗透率应力敏感系数MPa-1;krgendi为原始地层压力下的气相相渗端点值;Sw为含水饱和度;Swci为原始地层压力下的束缚水饱和度;Sgri为原始地层压力下的残余气饱和度;λ为毛管分布指数;η为毛管弯曲系数;krwendi为原始地层压力下的水相相渗端点值;C为气相相渗端点值应力敏感系数,单位为MPa-1;D为水相相渗端点值应力敏感系数,单位为MPa-1;E为束缚水饱和度应力敏感系数,单位为MPa-1;F为残余气饱和度应力敏感系数,单位为MPa-1;p为指定地层压力,单位为MPa;pi为原始地层压力,单位为MPa;Among them, k rgE-p1 <S w > is the gas phase equivalent relative permeability at a certain pressure (p 1 ) and saturation (S w ); k rwE-p1 <S w > is a certain pressure (p 1 ) and water phase equivalent relative permeability at saturation (S w ); k rg-p1 <S w > is gas phase relative permeability at a certain pressure (p 1 ) and saturation (S w ); k rw-p1 <S w > is the relative permeability of the water phase at a certain pressure (p 1 ) and saturation (S w ); b i is the slippage factor corresponding to the original formation pressure; B is the slippage factor regression coefficient; α is the permeability Stress sensitivity coefficient MPa -1 ; k rgendi is gas phase permeability endpoint value under original formation pressure; S w is water saturation; S wci is irreducible water saturation under original formation pressure; S gri is residual under original formation pressure gas saturation; λ is the capillary distribution index; η is the capillary bending coefficient; k rwendi is the water phase permeability endpoint value under the original formation pressure; C is the gas phase permeability endpoint value stress sensitivity coefficient, the unit is MPa -1 ; Stress sensitivity coefficient of water phase permeability endpoint value, unit is MPa -1 ; E is irreducible water saturation stress sensitivity coefficient, unit is MPa -1 ; F is residual gas saturation stress sensitivity coefficient, unit is MPa -1 ; p is Specified formation pressure, unit is MPa; p i is original formation pressure, unit is MPa;

步骤(3)中,拟压力的计算方法为:In step (3), the calculation method of pseudo pressure is:

(a)、利用各时间点t所对应的产气量qg及产水量qw,计算各时间点对应的产水量与产气量比值qw/qg(a) Using the gas production q g and water production q w corresponding to each time point t, calculate the ratio q w /q g of water production and gas production corresponding to each time point;

(b)、以时间t1为例,在积分范围内选择第一个压力点p1,基于气相及水相物性参数与压力的关系式,计算该压力值所对应相关物性参数值(μg、Bg、μw、Bw);(b) Taking time t 1 as an example, select the first pressure point p 1 within the integration range, and calculate the relevant physical property parameter value (μ g , B g , μ w , B w );

(c)、利用下式,计算该压力p1条件下水相与气相等效相对渗透率的比值krwE/krgE(c), use the following formula to calculate the ratio k rwE /k rgE of the water phase and gas phase equivalent relative permeability under the condition of the pressure p1 ;

(d)、利用步骤(2)中所建立的不同压力条件下的等效相渗曲线,进一步确定各压力条件下水相等效相对渗透率与气相等效相对渗透率比值(krwE/krgE)随含水饱和度的变化特征;(d) Using the equivalent phase permeability curves established in step (2) under different pressure conditions, further determine the ratio of water phase equivalent relative permeability to gas phase equivalent relative permeability (k rwE /k rgE ) under each pressure condition Variation characteristics with water saturation;

(e)、结合步骤(c)及步骤(d)的结果,确定该压力点对应的含水饱和度值,并利用该饱和度,计算压力点p1对应的气相等效相对渗透率krgE及水相等效相对渗透率krwE(e), in combination with the results of step (c) and step (d), determine the water saturation value corresponding to the pressure point, and use the saturation to calculate the gas-phase equivalent relative permeability k rgE corresponding to the pressure point p1 and Water equivalent relative permeability k rwE ;

(f)、在积分范围内选取下一个压力点p2,采用类似方法进行分析,获得压力点p2对应的气相等效相对渗透率及水相等效相对渗透率……依次类推,若在积分范围内选取的压力点数量足够多,即可建立压力值与气相及水相等效相对渗透率krgE或krwE的关系式,从而代入下式中实现对相关参数的数值积分,并获得适用于应力敏感储层气-水两相渗流的改进拟压力;(f) Select the next pressure point p 2 within the integration range, and use a similar method for analysis to obtain the gas-phase equivalent relative permeability and water-phase equivalent relative permeability corresponding to the pressure point p 2 ...and so on, if in the integration If the number of pressure points selected within the range is sufficient, the relationship between the pressure value and the equivalent relative permeability k rgE or k rwE of the gas phase and water phase can be established, and then substituted into the following formula to realize the numerical integration of the relevant parameters, and obtain the applicable Improved pseudo-pressure for gas-water two-phase seepage in stress-sensitive reservoirs;

其中,qg为地面产气量,m3/d;qw为地面产水量,m3/d;Bg为气体体积系数;Bw为水的体积系数。Among them, q g is the surface gas production, m 3 /d; q w is the surface water production, m 3 /d; B g is the gas volume coefficient; B w is the water volume coefficient.

在步骤(3)中,拟时间的计算方法为:In step (3), the calculation method of pseudo time is:

(a)、在积分范围内选择时间点t1,通过压力传播距离公式或流动物质平衡方法确定压力影响范围或储层内的平均地层压力进而确定该平均压力对应的相关气-水物性参数值(μg、Bg、μw、Bw);(a) Select the time point t 1 within the integration range, and determine the pressure influence range or the average formation pressure in the reservoir by the pressure propagation distance formula or the flow material balance method Then determine the relevant gas-water physical property parameter values (μ g , B g , μ w , B w ) corresponding to the average pressure;

(c)、基于步骤(2)中的等效相渗曲线,获得该平均压力条件下水相与气相的等效相对渗透率比值随含水饱和度的变化特征;(c), based on the equivalent phase permeability curve in step (2), obtain the equivalent relative permeability ratio of the water phase and the gas phase under the average pressure condition Variation characteristics with water saturation;

(d)、结合步骤(b)及(c)的结果,确定平均压力所对应的平均饱和度值,进而计算平均压力所对应的平均气相等效相对渗透率及平均水相等效相对渗透率 (d), combining the results of steps (b) and (c), determine the average saturation value corresponding to the average pressure, and then calculate the average pressure The corresponding average gas-phase equivalent relative permeability and the average horizontal equivalent relative permeability

(e)、在积分范围内选取下一个时间点t2,采用类似方法进行分析,获得t2时刻对应的气相平均等效相对渗透率及水相平均等效相对渗透率……依次类推,若在积分范围内选取的时间点数量足够多,即可建立时间与平均气相及水相等效相对渗透率的关系式,从而代入下式中实现对相关参数的数值积分,并获得适用于应力敏感储层气-水两相渗流的改进拟时间;(e) Select the next time point t 2 within the integration range, and use a similar method for analysis to obtain the average equivalent relative permeability of the gas phase and the average equivalent relative permeability of the water phase corresponding to the time t 2 ... and so on, if The number of time points selected in the integration range is sufficient, and the time and average gas and water phase equivalent relative permeability can be established , so as to substitute into the following formula to realize the numerical integration of relevant parameters, and obtain the improved pseudo time suitable for gas-water two-phase seepage in stress-sensitive reservoirs;

其中,t为真实时间,d;为平均地层压力,MPa;为平均压力所对应的气相等效相对渗透率;为平均压力所对应的气相等效相对渗透率。Among them, t is the real time, d; is the average formation pressure, MPa; is the gas-phase equivalent relative permeability corresponding to the average pressure; is the gas-phase equivalent relative permeability corresponding to the average pressure.

步骤(3)中,拟时间计算公式中的储层中气-水两相渗流综合压缩系数的计算方法为:In step (3), the calculation method of the comprehensive compressibility coefficient of gas-water two-phase seepage in the reservoir in the pseudo-time calculation formula is:

其中,Ct-two为气水两相综合压缩系数,MPa-1;Sg为气相饱和度;Cg为气体压缩系数,MPa-1;Cw为水的压缩系数,MPa-1;Cp为岩石孔隙压缩系数,MPa-1Among them, C t-two is the comprehensive compressibility coefficient of gas-water two-phase, MPa -1 ; S g is the saturation of gas phase; C g is the compressibility coefficient of gas, MPa -1 ; C w is the compressibility coefficient of water, MPa -1 ; p is the rock pore compressibility coefficient, MPa -1 .

步骤(4)中,绘制改进的根号下时间曲线时,当气井为定含气量生产时,横坐标为而当气井产气量不恒定时,横坐标为而纵坐标为变产气量情况下的横坐标可利用下式进行计算。In step (4), when drawing the time curve under the root sign, when the gas well is producing at a constant gas content, the abscissa is And when the gas production rate of the gas well is not constant, the abscissa is while the ordinate is The abscissa in the case of variable gas production It can be calculated using the following formula.

其中,ψtwoi为原始地层压力所对应的改进拟压力;ψtwowf为井底流压所对应的改进拟压力;qtwo为气-水总产量;tsl-two为地层线性流阶段所对应的改进的物质平衡拟时间,用于将变产量条件转化为定产量条件,单位为天(d);n为数据点的总数量。Among them, ψ twoi is the improved pseudo-pressure corresponding to the original formation pressure; ψ twowf is the improved pseudo-pressure corresponding to the bottomhole flowing pressure; q two is the total gas-water production; t sl-two is the improvement corresponding to the formation linear flow stage The material balance quasi-time of is used to transform the variable yield condition into the constant yield condition, the unit is day (d); n is the total number of data points.

其中,mtwo-s为改进的根号下时间曲线上地层线性流阶段数据点所回归得到的直线斜率;xf为裂缝半长m;φ为孔隙度;h为气层有效厚度m;ki为原始地层压力条件下的原始渗透率mD。Among them, m two-s is the slope of the straight line obtained by regression of the data points of the formation linear flow stage on the improved time curve under the root sign; x f is the half-length of the fracture in m; φ is the porosity; h is the effective thickness of the gas layer in m; k i is the original permeability mD under the original formation pressure.

通过以上步骤,即可实现对应力敏感储层中产水压裂气井裂缝半长的反演。Through the above steps, the half-length inversion of fractures in water-producing fractured gas wells in stress-sensitive reservoirs can be realized.

本发明的有益效果是:本发明由于采取以上技术方法,与当前反演方法相比,具有以下优点和有益效果:The beneficial effects of the present invention are: the present invention has the following advantages and beneficial effects compared with the current inversion method due to the adoption of the above technical method:

1.本方法综合考虑了相渗曲线应力敏感等复杂渗流特征,因此相对于当前主流的裂缝半长反演方法,更加接近储层实际渗流情况,所得到的裂缝半长更加准确;1. This method comprehensively considers complex seepage characteristics such as relative permeability curve stress sensitivity, so compared with the current mainstream fracture half-length inversion method, it is closer to the actual seepage situation of the reservoir, and the obtained fracture half-length is more accurate;

2.本方法采用了半解析方法,相对于数值分析方法更加简便,求取速度更快;2. This method adopts a semi-analytic method, which is simpler and faster than the numerical analysis method;

3.本方法是基于日常生产数据进行分析,解决了传统的试井反演方法过于依赖现场试井测试的弊端,无需进行关井测试,显著降低了裂缝半长反演的成本。3. This method is based on the analysis of daily production data, which solves the disadvantages of the traditional well test inversion method relying too much on field well test tests, without the need for shut-in tests, and significantly reduces the cost of fracture half-length inversion.

附图说明Description of drawings

下面结合附图和实施例对本发明进一步说明。The present invention will be further described below in conjunction with the accompanying drawings and embodiments.

图1为本发明流程图。Fig. 1 is the flow chart of the present invention.

图2为本发明实施例中的水气比及井底流压数据。Fig. 2 is the water-gas ratio and bottom hole flow pressure data in the embodiment of the present invention.

图3为本发明实施例中的等效相渗曲线。Fig. 3 is the equivalent phase permeability curve in the embodiment of the present invention.

图4为本发明实施例中改进的根号下时间曲线。Fig. 4 is the improved time curve under the root sign in the embodiment of the present invention.

具体实施方式Detailed ways

现在结合附图对本发明作进一步详细的说明。这些附图均为简化的示意图,仅以示意方式说明本发明的基本结构,因此其仅显示与本发明有关的构成。The present invention is described in further detail now in conjunction with accompanying drawing. These drawings are all simplified schematic diagrams, which only illustrate the basic structure of the present invention in a schematic manner, so they only show the configurations related to the present invention.

如图1所示的为本发明一种应力敏感储层中产水压裂气井裂缝半长反演方法的流程图,其步骤如下:As shown in Figure 1, it is a flow chart of the half-length inversion method for water-producing fracturing gas well fractures in a stress-sensitive reservoir of the present invention, and its steps are as follows:

在步骤(1)中,收集整理的必要数据包括:产水量qw、产气量qg、水气比fw、井底流压pwf等在内的气井现场生产数据;储层厚度h及原始地层压力条件下的孔隙度φi、绝对渗透率ki、气体滑脱因子bi等储层物性参数;不同压力条件下的流体粘度μg、μw及压缩系数Cg、Cw等流体物性参数;原始地层压力所对应的相渗曲线端点值(Swci、Sgri、krgendi、krwendi)、储层孔喉非等径系数λ及弯曲系数η等相渗曲线参数;储层绝对渗透率、孔隙度及相渗曲线端点值的应力敏感系数(α、γ、C、D、E、F)等。其中,本实施例中的水气比及井底流压数据如图2所示,收集到的部分其它基础参数如表1所示。In step (1), the necessary data to be collected and sorted out include: field production data of gas wells including water production q w , gas production q g , water-gas ratio f w , bottomhole flow pressure p wf , etc.; reservoir thickness h and original Reservoir physical parameters such as porosity φ i , absolute permeability ki , gas slippage factor b i under formation pressure conditions; fluid physical properties such as fluid viscosity μ g , μ w and compressibility coefficient C g , C w under different pressure conditions Parameters; relative permeability curve parameters corresponding to original formation pressure (S wci , S gri , k rgendi , k rwendi ), relative permeability curve parameters such as reservoir pore throat anisotropy coefficient λ and bending coefficient η; absolute reservoir permeability Ratio, porosity, and stress sensitivity coefficients (α, γ, C, D, E, F) of the endpoint values of the relative permeability curve, etc. Among them, the water-gas ratio and bottomhole flow pressure data in this embodiment are shown in Figure 2, and some other basic parameters collected are shown in Table 1.

表1Table 1

在步骤(2)中,基于下式计算等效相对渗透率,并绘制相应的等效相渗曲线,结果如附图3所示:In step (2), the equivalent relative permeability is calculated based on the following formula, and the corresponding equivalent relative permeability curve is drawn. The result is shown in Figure 3:

其中,的计算公式分别为:in, and The calculation formulas are respectively:

其中,krgE-p1<Sw>为某一压力(p1)及饱和度(Sw)下的气相等效相对渗透率;krwE-p1<Sw>为某一压力(p1)及饱和度(Sw)下的水相等效相对渗透率;krg-p1<Sw>为某一压力(p1)及饱和度(Sw)下的气相相对渗透率;krw-p1<Sw>为某一压力(p1)及饱和度(Sw)下的水相相对渗透率;bi为原始地层压力所对应的滑脱因子,MPa;B为滑脱因子回归系数;α为渗透率应力敏感系数,MPa-1;krgendi为原始地层压力下的气相相渗端点值;Sw为含水饱和度;Swci为原始地层压力下的束缚水饱和度;Sgri为原始地层压力下的残余气饱和度;λ为毛管分布指数;η为毛管弯曲系数;krwendi为原始地层压力下的水相相渗端点值;C为气相相渗端点值应力敏感系数;D为水相相渗端点值应力敏感系数;E为束缚水饱和度应力敏感系数;F为残余气饱和度应力敏感系数;p为指定地层压力,单位为MPa;pi为原始地层压力,单位为MPa;Among them, k rgE-p1 <S w > is the gas phase equivalent relative permeability at a certain pressure (p 1 ) and saturation (S w ); k rwE-p1 <S w > is a certain pressure (p 1 ) and water phase equivalent relative permeability at saturation (S w ); k rg-p1 <S w > is gas phase relative permeability at a certain pressure (p 1 ) and saturation (S w ); k rw-p1 <S w > is the relative permeability of the water phase at a certain pressure (p 1 ) and saturation (S w ); b i is the slippage factor corresponding to the original formation pressure, MPa; B is the slippage factor regression coefficient; α is Stress sensitivity coefficient of permeability, MPa -1 ; k rgendi is gas phase permeability endpoint value under original formation pressure; S w is water saturation; S wci is irreducible water saturation under original formation pressure; S gri is original formation pressure λ is the capillary distribution index; η is the capillary bending coefficient; k rwendi is the water phase permeability endpoint value under the original formation pressure; C is the gas phase permeability endpoint value stress sensitivity coefficient; E is the stress sensitivity coefficient of irreducible water saturation; F is the stress sensitivity coefficient of residual gas saturation; p is the specified formation pressure, in MPa; p i is the original formation pressure, in MPa;

在步骤(3)中,依据以下流程计算考虑气-水两相复杂渗流特征的改进拟压力:In step (3), the improved pseudo-pressure considering the complex seepage characteristics of gas-water two-phase is calculated according to the following procedure:

(a)、利用各时间点t所对应的产气量qg及产水量qw,计算各时间点对应的产水量与产气量比值qw/qg(a) Using the gas production q g and water production q w corresponding to each time point t, calculate the ratio q w /q g of water production and gas production corresponding to each time point;

(b)、以时间t1为例,在积分范围内选择第一个压力点p1,基于气相及水相物性参数与压力的关系式,计算该压力值所对应相关物性参数值(μg、Bg、μw、Bw);(b) Taking time t 1 as an example, select the first pressure point p 1 within the integration range, and calculate the relevant physical property parameter value (μ g , B g , μ w , B w );

(c)、利用下式,计算该压力p1条件下水相与气相等效相对渗透率的比值krwE/krgE(c), use the following formula to calculate the ratio k rwE /k rgE of the water phase and gas phase equivalent relative permeability under the condition of the pressure p1 ;

(d)、利用步骤(2)中所建立的不同压力条件下的等效相渗曲线,进一步确定各压力条件下水相等效相对渗透率与气相等效相对渗透率比值(krwE/krgE)随含水饱和度的变化特征;(d) Using the equivalent phase permeability curves established in step (2) under different pressure conditions, further determine the ratio of water phase equivalent relative permeability to gas phase equivalent relative permeability (k rwE /k rgE ) under each pressure condition Variation characteristics with water saturation;

(e)、结合步骤(c)及步骤(d)的结果,确定该压力点对应的含水饱和度值,并利用该饱和度,计算压力点p1对应的气相等效相对渗透率krgE及水相等效相对渗透率krwE(e), in combination with the results of step (c) and step (d), determine the water saturation value corresponding to the pressure point, and use the saturation to calculate the gas-phase equivalent relative permeability k rgE corresponding to the pressure point p1 and Water equivalent relative permeability k rwE ;

(f)、在积分范围内选取下一个压力点p2,采用类似方法进行分析,获得压力点p2对应的气相等效相对渗透率及水相等效相对渗透率……依次类推,若在积分范围内选取的压力点数量足够多,即可建立压力值与气相及水相等效相对渗透率krgE或krwE的关系式,从而代入下式中实现对相关参数的数值积分,并获得适用于应力敏感储层气-水两相渗流的改进拟压力,(f) Select the next pressure point p 2 within the integration range, and use a similar method for analysis to obtain the gas-phase equivalent relative permeability and water-phase equivalent relative permeability corresponding to the pressure point p 2 ...and so on, if in the integration If the number of pressure points selected within the range is sufficient, the relationship between the pressure value and the equivalent relative permeability k rgE or k rwE of the gas phase and water phase can be established, and then substituted into the following formula to realize the numerical integration of the relevant parameters, and obtain the applicable Improved pseudopressure for gas-water two-phase seepage in stress-sensitive reservoirs,

其中,ψtwo为考虑应力敏感储层气-水两相复杂渗流特征的改进的拟压力MPa/cp;p为压力MPa;pa为参考压力MPa;ρg为气相地下密度kg/m3;ρw为水的地下密度kg/m3;ρwsc为水的地面标准密度kg/m3;krgE为气相等效相对渗透率;krwE为水相等效相对渗透率;μg为气体粘度cp;μw为水的粘度cp;qg为地面产气量m3/d;qw为地面产水量m3/d;Bg为气体体积系数;Bw为水的体积系数。Among them, ψ two is the improved pseudo-pressure MPa/cp considering the complex seepage characteristics of gas-water two-phase in the stress-sensitive reservoir; p is the pressure in MPa; p a is the reference pressure in MPa; ρ g is the underground density of the gas phase in kg/m 3 ; ρ w is the underground density of water, kg/m 3 ; ρ wsc is the surface standard density of water, kg/m 3 ; k rgE is the gas phase equivalent relative permeability; k rwE is the water phase equivalent relative permeability; μ g is the gas viscosity cp; μ w is the viscosity cp of water; q g is the surface gas production m 3 /d; q w is the surface water production m 3 /d; B g is the gas volume coefficient; B w is the water volume coefficient.

在步骤(3)中,拟时间的计算方法为:In step (3), the calculation method of pseudo time is:

(a)、在积分范围内选择时间点t1,通过压力传播距离公式或流动物质平衡方法确定压力影响范围或储层内的平均地层压力进而确定该平均压力对应的相关气-水物性参数值(μg、Bg、μw、Bw);(a) Select the time point t 1 within the integration range, and determine the pressure influence range or the average formation pressure in the reservoir by the pressure propagation distance formula or the flow material balance method Then determine the relevant gas-water physical property parameter values (μ g , B g , μ w , B w ) corresponding to the average pressure;

(c)、基于步骤(2)中的等效相渗曲线,获得该平均压力条件下水相与气相的等效相对渗透率比值随含水饱和度的变化特征;(c), based on the equivalent phase permeability curve in step (2), obtain the equivalent relative permeability ratio of the water phase and the gas phase under the average pressure condition Variation characteristics with water saturation;

(d)、结合步骤(b)及(c)的结果,确定平均压力所对应的平均饱和度值,进而计算平均压力所对应的平均气相等效相对渗透率及平均水相等效相对渗透率 (d), combining the results of steps (b) and (c), determine the average saturation value corresponding to the average pressure, and then calculate the average pressure The corresponding average gas-phase equivalent relative permeability and the average horizontal equivalent relative permeability

(e)、在积分范围内选取下一个时间点t2,采用类似方法进行分析,获得t2时刻对应的气相平均等效相对渗透率及水相平均等效相对渗透率……依次类推,若在积分范围内选取的时间点数量足够多,即可建立时间与平均气相及水相等效相对渗透率的关系式,从而代入下式中实现对相关参数的数值积分,并获得适用于应力敏感储层气-水两相渗流的改进拟时间,(e) Select the next time point t 2 within the integration range, and use a similar method for analysis to obtain the average equivalent relative permeability of the gas phase and the average equivalent relative permeability of the water phase corresponding to the time t 2 ... and so on, if The number of time points selected in the integration range is sufficient, and the time and average gas and water phase equivalent relative permeability can be established In order to realize the numerical integration of relevant parameters and obtain the improved pseudo-time suitable for gas-water two-phase seepage in stress-sensitive reservoirs,

其中,t为真实时间d;为平均地层压力MPa;为平均压力所对应的气相等效相对渗透率;为平均压力所对应的气相等效相对渗透率;Ct-two为气水两相综合压缩系数MPa-1;Sg为气相饱和度;Cg为气体压缩系数MPa-1;Cw为水的压缩系数MPa-1;Cp为岩石孔隙压缩系数MPa-1,ttwo为考虑应力敏感储层气-水两相复杂渗流特征的改进的拟时间d;ta为参考时间d;为平均压力所对应的气相地下密度kg/m3为平均压力所对应的水相地面标准密度kg/m3为平均压力所对应的气相等效相对渗透率;为平均压力所对应的水相等效相对渗透率;μg为气体粘度cp;μw为水的粘度cp;为平均压力所对应的气体粘度cp;为平均压力所对应的水的粘度cp;Ct-twoi为原始地层压力下的气水两相综合压缩系数MPa-1为平均压力所对应的气水两相综合压缩系数MPa-1in, t is the real time d; is the average formation pressure MPa; is the gas-phase equivalent relative permeability corresponding to the average pressure; is the gas phase equivalent relative permeability corresponding to the average pressure; C t-two is the gas-water two-phase comprehensive compressibility coefficient MPa -1 ; S g is the gas phase saturation; C g is the gas compressibility coefficient MPa -1 ; C p is the rock pore compressibility coefficient MPa -1 , t two is the improved quasi-time d considering the complex seepage characteristics of gas-water two-phase in the stress-sensitive reservoir; t a is the reference time d; is the underground gas density kg/m 3 corresponding to the average pressure; is the water phase ground standard density kg/m 3 corresponding to the average pressure; is the gas-phase equivalent relative permeability corresponding to the average pressure; is the water phase equivalent relative permeability corresponding to the average pressure; μ g is the gas viscosity cp; μ w is the water viscosity cp; is the gas viscosity cp corresponding to the average pressure; is the viscosity cp of water corresponding to the average pressure; C t-twoi is the gas-water two-phase comprehensive compressibility MPa -1 under the original formation pressure; is the gas-water two-phase comprehensive compressibility MPa -1 corresponding to the average pressure.

在步骤(4)中,由于本实施例为定产气量生产,因此以横坐标为而纵坐标为绘制改进的根号下时间曲线,如附图4所示。In step (4), since the present embodiment is the production of fixed gas production, the abscissa is while the ordinate is Draw the improved time curve under the root sign, as shown in Figure 4.

其中,ψtwoi为原始地层压力所对应的改进拟压力;ψtwowf为井底流压所对应的改进拟压力;qtwo为气-水总产量。Among them, ψ twoi is the improved pseudo-pressure corresponding to the original formation pressure; ψ twowf is the improved pseudo-pressure corresponding to the bottomhole flowing pressure; q two is the total gas-water production.

步骤(5)中,基于回归得到的直线斜率mtwo-s,利用裂缝半长的计算模型计算得到应力敏感储层中产水压裂气井的裂缝半长为101.02m。In step (5), based on the linear slope m two-s obtained by regression, the calculation model of the half-length of the fracture is used It is calculated that the fracture half-length of the water-producing fracturing gas well in the stress-sensitive reservoir is 101.02m.

其中,mtwo-s为改进的根号下时间曲线上地层线性流阶段数据点所回归得到的直线斜率;xf为裂缝半长m;φ为孔隙度;h为气层有效厚度m;ki为原始地层压力条件下的原始渗透率mD。Among them, m two-s is the slope of the straight line obtained by regression of the data points of the formation linear flow stage on the improved time curve under the root sign; x f is the half-length of the fracture in m; φ is the porosity; h is the effective thickness of the gas layer in m; k i is the original permeability mD under the original formation pressure.

以上述依据本发明的理想实施例为启示,通过上述的说明内容,相关工作人员完全可以在不偏离本项发明技术思想的范围内,进行多样的变更以及修改。本项发明的技术性范围并不局限于说明书上的内容,必须要根据权利要求范围来确定其技术性范围。Inspired by the above-mentioned ideal embodiment according to the present invention, through the above-mentioned description content, relevant workers can make various changes and modifications within the scope of not departing from the technical idea of the present invention. The technical scope of the present invention is not limited to the content in the specification, but must be determined according to the scope of the claims.

Claims (8)

1. A half-length inversion method for a fracture of a water-producing fractured gas well in a stress-sensitive reservoir is characterized by comprising the following steps:
(1) collecting and sorting daily production data, reservoir physical properties, fluid physical properties, gas-water phase permeability data and stress sensitive data of a gas well;
(2) comprehensively considering stress sensitivity of a phase permeation curve, stress sensitivity of absolute permeability and dynamic slippage effect, and calculating equivalent gas-water relative permeability of gas-water two-phase complex seepage characteristics under different pressure conditions;
(3) calculating improved pseudo-pressure and pseudo-time considering the gas-water two-phase complex seepage characteristics of the stress sensitive reservoir according to the following formula by using the equivalent gas-water phase seepage curve and combining with the gas well production data;
wherein psitwoThe improved pseudo pressure MPa/cp for considering the gas-water two-phase complex seepage characteristic of the stress sensitive reservoir; t is ttwoThe simulation time d for considering the improvement of the gas-water two-phase complex seepage characteristic of the stress sensitive reservoir; p is pressure MPa; p is a radical ofaIs a reference pressure MPa; rhogIs gas phase underground density kg/m3(ii) a t is the real time d; t is taIs a reference time d; rhowUnderground density of water kg/m3;ρwscGround standard density of water kg/m3Gas phase underground density kg/m corresponding to average pressure3The standard density of the water phase ground corresponding to the average pressure is kg/m3;krgEIs the gas phase equivalent relative permeability; k is a radical ofrwEIs the water phase equivalent relative permeability;the gas phase equivalent relative permeability corresponding to the average pressure;the equivalent relative permeability of the water phase corresponding to the average pressure; mu.sgIs the gas viscosity cp; mu.swIs the viscosity of water cp; mu.sgiAt the pressure of the original formationGas viscosity cp of (a);the gas viscosity cp is the average pressure;the viscosity cp of water corresponding to the average pressure; ct-twoiIs the gas-water two-phase comprehensive compression coefficient MPa under the original formation pressure-1Gas-water two-phase comprehensive compression coefficient MPa corresponding to average pressure-1
(4) Based on the improved pseudo-pressure and pseudo-time obtained by calculation, drawing and utilizing an improved time curve under the root to identify formation linear flow;
(5) and performing linear regression on data points of the formation linear flow stage, and calculating by using an inversion model according to the linear slope obtained by regression so as to realize the inversion of the half length of the fracture.
2. The method for inverting the half-length of a fracture of a water-producing fractured gas well in a stress-sensitive reservoir as claimed in claim 1, wherein the method comprises the following steps: the necessary data to be collected and collated in step (1) includes: comprising the water yield qwGas production qgWater-gas ratio fwSleeve pressure pcOr bottom hole flow pressure pwfProduction data in situ for the gas well; reservoir thickness h and porosity phi under original formation pressure conditionsiAbsolute permeability kiGas slip factor biReservoir physical property parameters; fluid viscosity μ under different pressure conditionsg、μwAnd compression factor Cg、CwA fluid physical property parameter; end point value (S) of permeability curve corresponding to original formation pressurewci、Sgri、krgendi、krwendi) Reservoir pore throat non-isodiametric coefficient lambda and bending coefficient η facies permeability curve parameter, reservoir absolute permeability, porosity and facies permeability curve endPoint values stress sensitivity coefficients (α, γ, C, D, E, F).
3. The method for inverting the half-length of a fracture of a water-producing fractured gas well in a stress-sensitive reservoir as claimed in claim 1, wherein the method comprises the following steps: the calculation model of the equivalent gas-water relative permeability in the step (2) is as follows:
wherein,andthe calculation formulas of (A) and (B) are respectively as follows:
wherein k isrgE-p1<Sw>At a certain pressure (p)1) And saturation (S)w) Gas phase equivalent relative permeability; k is a radical ofrwE-p1<Sw>At a certain pressure (p)1) And saturation (S)w) The equivalent relative permeability of the water phase; k is a radical ofrg-p1<Sw>At a certain pressure (p)1) And saturation (S)w) Relative permeability of the gas phase; k is a radical ofrw-p1<Sw>At a certain pressure (p)1) And saturation (S)w) Relative permeability of the aqueous phase; biSlip factor MPa corresponding to original formation pressure, slip factor regression coefficient, and permeability stress sensitivity coefficient MPa α-1;krgendiIs the gas phase permeability endpoint value at the original formation pressure; swThe water saturation; swciIs original toIrreducible water saturation at incipient formation pressure; sgriThe residual gas saturation under the original formation pressure, lambda is the capillary distribution index, η is the capillary bending coefficient, krwendiIs the water phase permeability endpoint value under the original formation pressure; c is the stress sensitivity coefficient of the gas phase infiltration endpoint value with the unit of MPa-1(ii) a D is the stress sensitivity coefficient of the water phase seepage endpoint value with the unit of MPa-1(ii) a E is the stress sensitivity coefficient of the saturation of the irreducible water in MPa-1(ii) a F is the residual gas saturation stress sensitivity coefficient with the unit of MPa-1(ii) a p is the specified formation pressure in MPa; p is a radical ofiIs the original formation pressure in MPa.
4. The method for inverting the half-length of a fracture of a water-producing fractured gas well in a stress-sensitive reservoir as claimed in claim 1, wherein the method comprises the following steps: the calculation method of the pseudo pressure in the step (3) comprises the following steps:
(a) utilizing the gas production q corresponding to each time point tgAnd water yield qwCalculating the ratio q of water yield to gas yield corresponding to each time pointw/qg
(b) At time t1For example, a first pressure point p is selected within the integration range1Based on the relation between the physical parameters of gas phase and water phase and pressure, the related physical parameter value (mu) corresponding to the pressure value is calculatedg、Bg、μw、Bw);
(c) Calculating the pressure p by using the following formula1Ratio k of equivalent relative permeability of water phase and gas phase under the conditionrwE/krgE
(d) And (3) further determining the ratio (k) of the equivalent relative permeability of the water phase to the equivalent relative permeability of the gas phase under each pressure condition by using the equivalent relative permeability curves under different pressure conditions established in the step (2)rwE/krgE) A characteristic of change with water saturation;
(e) combining the steps (c) anddetermining the water saturation value corresponding to the pressure point as a result of the step (d), and calculating the pressure point p by using the saturation value1Corresponding gas phase equivalent relative permeability krgEAnd water phase equivalent relative permeability krwE
(f) Selecting the next pressure point p in the integral range2And analyzing by similar method to obtain pressure point p2Corresponding gas phase equivalent relative permeability and water phase equivalent relative permeability … … are analogized in turn, if the number of the pressure points selected in the integral range is enough, the pressure value and the gas phase and water phase equivalent relative permeability k can be establishedrgEOr krwESubstituting the relation into the following formula to realize the numerical integration of the relevant parameters and obtain the improved simulated pressure suitable for the gas-water two-phase seepage of the stress sensitive reservoir;
wherein q isgFor ground gas production, m3/d;qwWater yield on the ground, m3/d;BgIs the gas volume coefficient; b iswIs the volume factor of water.
5. The method for inverting the half-length of a fracture of a water-producing fractured gas well in a stress-sensitive reservoir as claimed in claim 1, wherein the method comprises the following steps: the calculation method of the pseudo-time in the step (3) comprises the following steps:
(a) selecting a time point t within the integration range1Determining the pressure influence range or the average formation pressure in the reservoir by a pressure propagation distance formula or a flowing material balance methodFurther determining the corresponding gas-water physical parameter value (mu) of the average pressureg、Bg、μw、Bw);
(b) Calculating the equivalent relative permeability ratio of the water phase and the gas phase under the average pressure condition by using the following formula
(c) Obtaining the equivalent relative permeability ratio value of the water phase and the gas phase under the average pressure condition based on the equivalent phase permeability curve in the step (2)A characteristic of change with water saturation;
(d) combining the results of the steps (b) and (c), determining an average saturation value corresponding to the average pressure, and further calculating the average pressureCorresponding average gas phase equivalent relative permeabilityAnd average water phase equivalent relative permeability
(e) Selecting the next time point t in the integral range2Analysis was carried out by a similar method to obtain t2The gas phase average equivalent relative permeability and the water phase average equivalent relative permeability corresponding to the moment are analogized in turn by … …, if the number of the selected time points in the integral range is enough, the time and the average gas phase and water phase equivalent relative permeability can be establishedThe equation (b) is substituted into the following equation to realize the numerical integration of the relevant parameters and obtain the improved simulation time suitable for the gas-water two-phase seepage of the stress sensitive reservoir.
Wherein t is real time and d;mean formation pressure, MPa;the gas phase equivalent relative permeability corresponding to the average pressure;the gas phase equivalent relative permeability is the average pressure.
6. The method for inverting the half-length of a fracture of a water-producing fractured gas well in a stress-sensitive reservoir as claimed in claim 5, wherein the method comprises the following steps: the method for calculating the gas-water two-phase seepage comprehensive compression coefficient in the reservoir in the simulated time calculation formula in the step (3) comprises the following steps:
wherein, Ct-twoIs gas-water two-phase comprehensive compression coefficient MPa-1;SgThe gas phase saturation; cgIs a gas compression coefficient MPa-1;CwCompression factor MPa of water-1;CpIs the rock pore compression coefficient MPa-1
7. The method for inverting the half-length of a fracture of a water-producing fractured gas well in a stress-sensitive reservoir as claimed in claim 1, wherein the method comprises the following steps: when the improved time curve under the root is drawn in the step (4), when the gas well is produced with a fixed gas content, the abscissa isAnd when the gas well gas production is not constant, the abscissaIs composed ofAnd the ordinate isAbscissa under variable gas productionThe calculation can be carried out using the following formula,
wherein psitwoiSimulating pressure for the improvement corresponding to the original formation pressure; psitwowfThe improved pseudo pressure corresponding to the bottom hole flowing pressure; q. q.stwoIs the total gas-water yield; t is tsl-twoSimulating time for improved material balance corresponding to the formation linear flow stage, wherein the time is used for converting the variable yield condition into the constant yield condition, and the unit is day; n is the total number of data points.
8. The method for inverting the half-length of a fracture of a water-producing fractured gas well in a stress-sensitive reservoir as claimed in claim 1, wherein the method comprises the following steps: in the step (5), the slope m of the straight line obtained based on the regressiontwo-sThe calculation model of the half-length of the crack is
Wherein m istwo-sThe slope of a straight line obtained by regression of data points at the formation linear flow stage on the improved time curve under the root is obtained; x is the number offIs the half-length m of the crack; phi is porosity; h is the effective thickness m of the gas layer; k is a radical ofiIs the original permeability mD at the original formation pressure conditions.
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CN111608647A (en) * 2020-04-14 2020-09-01 中国石油化工股份有限公司 Method for predicting formation pressure of water injection and polymer injection well region
CN113672851A (en) * 2020-05-14 2021-11-19 中国石油化工股份有限公司 Gas reservoir water production gas well parameter prediction method and device, electronic equipment and medium
CN116579263A (en) * 2023-05-17 2023-08-11 中国石油大学(北京) A comprehensive analysis method based on dynamic data of oil and gas well drainage
CN116579263B (en) * 2023-05-17 2024-01-30 中国石油大学(北京) Comprehensive analysis method based on oil and gas well drainage dynamic data
CN118194769A (en) * 2024-04-19 2024-06-14 重庆科技大学 Gas-water phase seepage law inversion method based on slickwater flowback dynamic data

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