CN107390264A - The characterizing method of the disconnected solution internal structure of carbonate rock - Google Patents

The characterizing method of the disconnected solution internal structure of carbonate rock Download PDF

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CN107390264A
CN107390264A CN201710595771.3A CN201710595771A CN107390264A CN 107390264 A CN107390264 A CN 107390264A CN 201710595771 A CN201710595771 A CN 201710595771A CN 107390264 A CN107390264 A CN 107390264A
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tensor
seismic data
acoustic impedance
attribute
data
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CN107390264B (en
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文欢
王震
邓光校
鲍典
张娟
罗君兰
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China Petroleum and Chemical Corp
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/282Application of seismic models, synthetic seismograms
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. for interpretation or for event detection
    • G01V1/36Effecting static or dynamic corrections on records, e.g. correcting spread; Correlating seismic signals; Eliminating effects of unwanted energy
    • G01V1/362Effecting static or dynamic corrections; Stacking

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  • Life Sciences & Earth Sciences (AREA)
  • Acoustics & Sound (AREA)
  • Environmental & Geological Engineering (AREA)
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  • General Physics & Mathematics (AREA)
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Abstract

A kind of characterizing method for solution internal structure of breaking the invention discloses carbonate rock.Wherein method includes:Post-stack inversion is carried out to seismic data, obtains underground Acoustic Impedance Data;It is determined that representing the Acoustic Impedance Data threshold value of fracture hole type Reservoir Body development, through-carved work processing is carried out to the underground Acoustic Impedance Data according to the Acoustic Impedance Data threshold value;Calculate the tensor attribute of seismic data;Space smoothing processing is carried out to the tensor attribute, it is determined that representing the tensor attribute thresholds that disconnected solution crushes region, the result of tensor attribute space smoothing processing is handled according to the tensor attribute thresholds, obtains the profile of disconnected solution;Using the profile of the disconnected solution as border, the tensor attribute and the underground Acoustic Impedance Data are included in profile, the exterior contour of the disconnected solution of realization is portrayed and internal structure characterizes.The technology that the present invention is stacked using figure carries out the comprehensive characterization of the disconnected solution of carbonate rock, can portray the border of disconnected solution oil reservoir and the spatial distribution of Reservoir Body.

Description

The characterizing method of the disconnected solution internal structure of carbonate rock
Technical field
The present invention relates to the production seismics method in oil reservoir development, and in particular to a kind of disconnected solution internal structure of carbonate rock Characterizing method.
Background technology
Disconnected solution oil reservoir reservoir space is based on large-scale cave or corrosion hole, by karst water and fault development degree shadow Ring, breaking, solution oil reservoir internal structure is extremely complex, and vertically and horizontally anisotropism is extremely strong for reservoir space, and vertically and horizontally seam hole structure is Compartmentalization Substantially, same fracture belt causes oil reservoir filling to differ greatly because degree of crushing is different, to follow-up reservoir prediction and reservoir model-building It is proposed larger challenge.
Current disconnected solution oil reservoir depicting method is broadly divided into following a few classes:
(1) reservoir prediction (patent No. in plane is carried out using amplitude change rate technology:CN201010534865.8). The technology can be conveniently used for the selection of well location in plane, but can not characterize longitudinal architectural feature;
(2) energy body technique is utilized, it is special that distribution of the beading anomalous body in longitudinal direction can be portrayed by the calculating of amplitude envelope Sign (Bao allusion quotation, the Compartmentalization description technique study of the disconnected solution oil reservoir of Zhang Huitao Carbonate Rocks In Tahe Oilfields, Xinjiang's oil and gas, 2017).The technology is influenceed by wavelet side lobe effect so that Reservoir Body scale is bigger than normal, it is more difficult to the longitudinal subdivision of Reservoir Body Portrayed;
(3) using the successional seismic properties of earthquake are calculated, such as relevant, ant body, the fault development spy for portraying underground Sign (Wu Bo etc., application of the ant tracer technique in fracture-pore reservoir FRACTURE PREDICTION, fault-blcok oil-gas field, 2014).But can not The degree of crushing of fracture is portrayed;
(4) tensor attribute is utilized, calculating the discontinuity of the underground space, (Lee is first-class, and gradient-structure tensor analysis method is three Application in dimension seismic data channel sand prediction, gas industry, 2011), fracture fracture area is carried out in conjunction with data on well Portray, but portraying for Reservoir Body can not be characterized.Never ipsilateral has carried out the sign of carbonate rock Reservoir Body to above method, But portray result codomain because of distinct methods to differ greatly, can not directly carry out the integrated forecasting of Reservoir Body.
The content of the invention
In view of the above problems, it is proposed that the present invention can portray disconnected solution profile and description Reservoir Body to provide one kind The characterizing method of the disconnected solution internal structure of the carbonate rock of locus.
The characterizing method of solution internal structure according to an aspect of the invention, there is provided a kind of carbonate rock breaks, including:
Post-stack inversion is carried out to seismic data, obtains underground Acoustic Impedance Data;
It is determined that the Acoustic Impedance Data threshold value of fracture hole type Reservoir Body development is represented, according to the Acoustic Impedance Data threshold value to described Underground Acoustic Impedance Data carries out through-carved work processing;
Calculate the tensor attribute of seismic data;
Space smoothing processing is carried out to the tensor attribute, it is determined that the tensor attribute thresholds that disconnected solution crushes region are represented, The result of tensor attribute space smoothing processing is handled according to the tensor attribute thresholds, obtains the profile of disconnected solution;
Using the profile of the disconnected solution as border, the tensor attribute and the underground Acoustic Impedance Data are included taking turns In exterior feature, the exterior contour of the disconnected solution of realization is portrayed and internal structure characterizes.
Further, described to carry out post-stack inversion to seismic data, obtaining underground Acoustic Impedance Data is specially:Using based on The inversion method of model carries out post-stack inversion to seismic data, obtains underground Acoustic Impedance Data.
Further, it is described that post-stack inversion is carried out to seismic data, obtain underground Acoustic Impedance Data and further comprise:
Step 1, using Geological Mode as guidance, well-log information is combined with seismic data, establishes initial geological model;
Step 2, statistical wavelet is extracted according to the seismic data, carrying out forward modeling to the initial geological model is closed Into record;
Step 3, the composite traces is fitted with seismic data, judges whether fitting result meets preparatory condition, If so, then terminate iteration;If it is not, then ask for the residual error between the composite traces and the seismic data;
Step 4, using the parameter of the residual error adjustment initial geological model, step 2 is continued executing with.
Further, described be fitted composite traces with seismic data further comprises:Will using least squares method Composite traces is fitted with seismic data.
Further, the determination represents the Acoustic Impedance Data threshold value that fracture hole type Reservoir Body is developed and further comprised:According to Well-log information determines to represent the Acoustic Impedance Data threshold value of fracture hole type Reservoir Body development.
Further, the tensor attribute for calculating seismic data includes:
Step 1:Structure tensor is established, calculates the every bit gradient vector of 3D seismic data;
Step 2:According to the result of calculation of the every bit gradient vector of 3D seismic data, the structure tensor is calculated;
Step 3:Each composition of the structure tensor is carried out using Gaussian window smooth;
Step 4:Smooth result is carried out to each composition of the structure tensor according to Gaussian window, calculates the structure The characteristic value and characteristic vector of tensor.
Further, it is characterised in that described to determine that representing the tensor attribute thresholds that disconnected solution crushes region further wraps Include:The tensor attribute for being spatially smoothed processing is demarcated using drilling time curve, it is determined that representing disconnected solution crushes region Tensor attribute thresholds.
The present invention obtains underground Acoustic Impedance Data by carrying out post-stack inversion to seismic data;It is determined that represent the storage of fracture hole type The Acoustic Impedance Data threshold value of collective's development, hollow out carving is carried out to the underground Acoustic Impedance Data according to the Acoustic Impedance Data threshold value Quarter is handled;Calculate the tensor attribute of seismic data;Space smoothing processing is carried out to the tensor attribute, broken it is determined that representing disconnected solution The tensor attribute thresholds in broken region, according to the tensor attribute thresholds to the result of tensor attribute space smoothing processing at Reason, obtain the profile of disconnected solution;Using the profile of the disconnected solution as border, by the tensor attribute and the underground wave impedance Data are shown in profile, and the exterior contour of the disconnected solution of realization is portrayed and internal structure characterizes.The present invention utilizes geological data meter Obtained wave impedance and tensor attribute, the comprehensive characterization for the disconnected solution of technology row carbonate rock being stacked using figure, can be carved The border of disconnected solution oil reservoir and the spatial distribution of Reservoir Body are drawn, it is comprehensive to embody the profile and inner structural features for resolving solution, Relative to the Predicting Technique of early stage, the technology can preferably depict the scope of disconnected solution and the otherness of internal Reservoir Body. The invention can help reservoir geology personnel more clearly epistemically under oil pool distribution and border, be follow-up well site deployment and Reservoir model-building provides data basis.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention, And can be practiced according to the content of specification, and in order to allow above and other objects of the present invention, feature and advantage can Become apparent, below especially exemplified by the embodiment of the present invention.
Brief description of the drawings
By reading the detailed description of hereafter preferred embodiment, it is various other the advantages of and benefit it is common for this area Technical staff will be clear understanding.Accompanying drawing is only used for showing the purpose of preferred embodiment, and is not considered as to the present invention Limitation.And in whole accompanying drawing, identical part is denoted by the same reference numerals.In the accompanying drawings:
Fig. 1 shows the flow chart of the characterizing method according to a kind of disconnected solution internal structure of carbonate rock of the present invention;
Fig. 2 shows according to embodiments of the present invention one seismic data;
Fig. 3 shows according to embodiments of the present invention one wave impedance section figure;
Fig. 4 shows the profile of according to embodiments of the present invention one wave impedance after through-carved work;
Fig. 5 shows according to embodiments of the present invention one tensor attribute profile;
Fig. 6 shows according to embodiments of the present invention one result carried out to tensor attribute after space smoothing;
Fig. 7 shows the profile of the according to embodiments of the present invention one disconnected solution depicted according to tensor threshold value;
Fig. 8 shows according to embodiments of the present invention one disconnected solution internal structure phenogram.
Embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although the disclosure is shown in accompanying drawing Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here Limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure Completely it is communicated to those skilled in the art.
Fig. 1 shows the characterizing method flow chart for solution internal structure of breaking according to a kind of carbonate rock of the present invention, this method Comprise the following steps:
Step S101:Post-stack inversion is carried out to seismic data, obtains underground Acoustic Impedance Data, the purpose is to carbonate rock The Reservoir Body of disconnected solution is portrayed.
Optionally, post-stack inversion is carried out to seismic data using based on the inversion method of model, obtains underground wave impedance number According to.
Further, post-stack inversion is carried out to seismic data using based on the inversion method of model, obtains underground wave impedance Data include:
Step 1, using Geological Mode as guidance, well-log information is combined with seismic data, establishes initial geological model;
Step 2, statistical wavelet is extracted according to seismic data, carrying out forward modeling to initial geological model obtains composite traces;
Step 3, composite traces and seismic data are fitted, judge whether fitting result meets preparatory condition, if so, Then terminate iteration;If it is not, then ask for the residual error between composite traces and seismic data;
Step 4, the parameter of initial geological model is adjusted using residual error, continues executing with step 2.
Optionally, composite traces and seismic data are fitted specially in step 3:It will be synthesized using least squares method Record is fitted with seismic data.Judge whether composite traces and the result of seismic data fitting meet preparatory condition, for example, Composite traces and seismic data then meet preparatory condition through over-fitting, during both difference minimums, now terminate iteration.
Step S102:It is determined that the Acoustic Impedance Data threshold value of fracture hole type Reservoir Body development is represented, according to Acoustic Impedance Data threshold value Through-carved work processing is carried out to underground Acoustic Impedance Data.
Well logging is using geophysical properties such as the electrochemical properties of rock stratum, conductive characteristic, acoustic characteristic, radioactivity, is surveyed The method for measuring geophysical parameterses, analyzed by the well-log information obtained to well logging, to obtain various petroleum geologies and skill Art data.
The real drilling well well-log information for being bored in work area and meeting fracture hole type Reservoir Body is collected, is determined to represent fracture hole type according to well-log information The Acoustic Impedance Data threshold value of Reservoir Body development area, using Graphics Software, according to threshold value by Reservoir Body development area underground wave resistance Anti- data through-carved work comes out.
Step S103:Calculate the tensor attribute of seismic data.Tensor attribute judges seismic event using earthquake tensor field Trend, its core be exactly with reference to judging that fluid potential energy identical method judges seismic event occurrence, it is different so as to reach fracture hole General knowledge is other.
Optionally, the tensor attribute for calculating seismic data comprises the following steps:
Step 1:Structure tensor is established, calculates the every bit gradient vector of 3D seismic data;
Step 2:According to the result of calculation of the every bit gradient vector of 3D seismic data, structure tensor is calculated;
Step 3:Each composition of structure tensor is carried out using Gaussian window smooth;
Step 4:Smooth result is carried out to each composition of structure tensor according to Gaussian window, calculates the spy of structure tensor Value indicative and characteristic vector.
Wherein, smooth purpose is carried out to each composition of structure tensor using Gaussian window to be to use smooth gradient structure Tensor characterizes the textural characteristics in certain area and suppresses the mutation of the structure tensor caused by noise;In the present invention, meter The characteristic value of the structure tensor drawn is tensor attribute, such as in actual application, with second characteristic value pair Disconnected solution is portrayed.
Step S104:Space smoothing processing is carried out to tensor attribute, it is determined that representing the tensor attribute that disconnected solution crushes region Threshold value, the result of tensor attribute space smoothing processing is handled according to tensor attribute thresholds, obtain the profile of disconnected solution, profit Disconnected solution is portrayed with the tensor attribute after processing is spatially smoothed, portrays the form of result and actual disconnected solution more It coincide.
Optionally, the tensor attribute for being spatially smoothed processing is demarcated using drilling time curve, it is determined that representing disconnected molten Body crushes the tensor attribute thresholds in region.
Fracture horizontal broken scope, the positive sidetracking for crossing fracture are demarcated using the drilling time curve of sidetracked hole in work area and horizontal well Horizontal well is mostly to be vented absorption well, typically no log, the changing rule of drilling time curve can be utilized to judge the core of fracture Portion's width and crushed zone scope.The drilling time curve of basement rock normally behaves as stable changing rule, when entering broken scope, bores When curve change, overall trend shows as linear change feature, when broken corrosion band shows as low brill, and along with emptying Leakage phenomena.Space smoothing is carried out to tensor attribute, entered using when boring with having carried out the tensor attribute after space smoothing is handled Rower is determined, it is determined that the tensor door threshold value in broken region, obtains the profile of disconnected solution.
Step S105:Using the profile for the solution that breaks as border, tensor attribute and underground Acoustic Impedance Data are included in profile Interior, the exterior contour of the disconnected solution of realization is portrayed and internal structure characterizes.
The present invention obtains underground Acoustic Impedance Data by carrying out post-stack inversion to seismic data;It is determined that represent the storage of fracture hole type The Acoustic Impedance Data threshold value of collective's development, hollow out carving is carried out to the underground Acoustic Impedance Data according to the Acoustic Impedance Data threshold value Quarter is handled;Calculate the tensor attribute of seismic data;Space smoothing processing is carried out to the tensor attribute, broken it is determined that representing disconnected solution The tensor attribute thresholds in broken region, according to the tensor attribute thresholds to the result of tensor attribute space smoothing processing at Reason, obtain the profile of disconnected solution;Using the profile of the disconnected solution as border, by the tensor attribute and the underground wave impedance Data are shown in profile, and the exterior contour of the disconnected solution of realization is portrayed and internal structure characterizes.The present invention utilizes geological data meter Obtained wave impedance and tensor attribute, the comprehensive characterization for the disconnected solution of technology row carbonate rock being stacked using figure, can be carved The border of disconnected solution oil reservoir and the spatial distribution of Reservoir Body are drawn, it is comprehensive to embody the profile and inner structural features for resolving solution, Relative to the Predicting Technique of early stage, the technology can preferably depict the scope of disconnected solution and the otherness of internal Reservoir Body. The invention can help reservoir geology personnel more clearly epistemically under oil pool distribution and border, be follow-up well site deployment and Reservoir model-building provides data basis.
Fig. 2 shows according to embodiments of the present invention one seismic data.
Fig. 3 shows according to embodiments of the present invention one wave impedance section figure.
Can be seen that wave impedance inversion with reference to Fig. 2 and Fig. 3 can eliminate wavelet side lobe effect, and its longitudinal frame is higher than Seismic data, the spatial shape and its Distribution Characteristics of fracture hole can be preferably portrayed, improve reservoir prediction precision.
Fig. 4 shows the profile of according to embodiments of the present invention one wave impedance after through-carved work.Utilize real drilling well Well-log information is demarcated to Acoustic Impedance Data, it is determined that the Acoustic Impedance Data threshold value of fracture hole type Reservoir Body development is represented, according to threshold Value carries out through-carved work to Acoustic Impedance Data.In the present embodiment, threshold value is chosen for 14500 after being demarcated according to actual conditions ~16100m/s*gcc.
Fig. 5 shows according to embodiments of the present invention one tensor attribute profile.The main body of otherness inside disconnected solution On present degree of crushing, after breaking to form, later stage dissolution extent is strong, then can form larger Caves Reservoir Body, corrosion journey Spend weak region and form fracture hole type, slit formation Reservoir Body, with reference to Fig. 2 and Fig. 5 can be seen that tensor attribute can not only show it is disconnected The border of solution, additionally it is possible to portray disconnected solution internal fracture degree.
Fig. 6 shows according to embodiments of the present invention one result carried out to tensor attribute after space smoothing.
Fig. 7 shows the profile of the according to embodiments of the present invention one disconnected solution depicted according to tensor threshold value.
It is preferred that space smoothing processing is carried out to tensor attribute, using drilling time curve to being spatially smoothed the tensor category of processing Property demarcated, it is determined that disconnected solution crushes region tensor attribute thresholds, using the threshold value to the tensor after space smoothing is handled Attribute is handled, and obtains the profile of disconnected solution.Threshold value in the present embodiment is defined as 2~150.
Fig. 8 shows according to embodiments of the present invention one disconnected solution internal structure phenogram.
As can be seen from Figure 8, in disconnected solution border, solution internal fracture degree of breaking change and High-quality Reservoir distribution are equal Clearly portrayed, and there is good Matching Relationship in the strong high region of corrosion degree of crushing with High-quality Reservoir development region, meets Geological knowledge rule.From real drilling well reservoir development situation analysis, prediction result is coincide all right with real brill.
In the specification that this place provides, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention Example can be put into practice in the case of these no details.In some instances, known method, structure is not been shown in detail And technology, so as not to obscure the understanding of this description.
Similarly, it will be appreciated that in order to simplify the disclosure and help to understand one or more of each inventive aspect, Above in the description to the exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention:I.e. required guarantor The application claims of shield features more more than the feature being expressly recited in each claim.It is more precisely, such as following Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore, Thus the claims for following embodiment are expressly incorporated in the embodiment, wherein each claim is in itself Separate embodiments all as the present invention.
In the specification that this place provides, numerous specific details are set forth.It is to be appreciated, however, that the implementation of the present invention Example can be put into practice in the case of these no details.In some instances, known method, structure is not been shown in detail And technology, so as not to obscure the understanding of this description.
Similarly, it will be appreciated that in order to simplify the disclosure and help to understand one or more of each inventive aspect, Above in the description to the exemplary embodiment of the present invention, each feature of the invention is grouped together into single implementation sometimes In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention:I.e. required guarantor The application claims of shield features more more than the feature being expressly recited in each claim.It is more precisely, such as following Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore, Thus the claims for following embodiment are expressly incorporated in the embodiment, wherein each claim is in itself Separate embodiments all as the present invention.
Those skilled in the art, which are appreciated that, to be carried out adaptively to the module in the equipment in embodiment Change and they are arranged in one or more equipment different from the embodiment.Can be the module or list in embodiment Member or component be combined into a module or unit or component, and can be divided into addition multiple submodule or subelement or Sub-component.In addition at least some in such feature and/or process or unit exclude each other, it can use any Combination is disclosed to all features disclosed in this specification (including adjoint claim, summary and accompanying drawing) and so to appoint Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (including adjoint power Profit requires, summary and accompanying drawing) disclosed in each feature can be by providing the alternative features of identical, equivalent or similar purpose come generation Replace.
In addition, it will be appreciated by those of skill in the art that although some embodiments described herein include other embodiments In included some features rather than further feature, but the combination of the feature of different embodiments means in of the invention Within the scope of and form different embodiments.For example, in the following claims, embodiment claimed is appointed One of meaning mode can use in any combination.
It should be noted that the present invention will be described rather than limits the invention for above-described embodiment, and ability Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims, Any reference symbol between bracket should not be configured to limitations on claims.Word "comprising" does not exclude the presence of not Element or step listed in the claims.Word "a" or "an" before element does not exclude the presence of multiple such Element.The present invention can be by means of including the hardware of some different elements and being come by means of properly programmed computer real It is existing.In if the unit claim of equipment for drying is listed, several in these devices can be by same hardware branch To embody.The use of word first, second, and third does not indicate that any order.These words can be explained and run after fame Claim.

Claims (7)

  1. The characterizing method of solution internal structure 1. a kind of carbonate rock breaks, it is characterised in that the described method comprises the following steps:
    Post-stack inversion is carried out to seismic data, obtains underground Acoustic Impedance Data;
    It is determined that the Acoustic Impedance Data threshold value of fracture hole type Reservoir Body development is represented, according to the Acoustic Impedance Data threshold value to the underground Acoustic Impedance Data carries out through-carved work processing;
    Calculate the tensor attribute of seismic data;
    Space smoothing processing is carried out to the tensor attribute, it is determined that the tensor attribute thresholds that disconnected solution crushes region are represented, according to The tensor attribute thresholds are handled the result of tensor attribute space smoothing processing, obtain the profile of disconnected solution;
    Using the profile of the disconnected solution as border, the tensor attribute and the underground Acoustic Impedance Data are included in profile Interior, the exterior contour of the disconnected solution of realization is portrayed and internal structure characterizes.
  2. 2. according to the method for claim 1, it is characterised in that it is described that post-stack inversion is carried out to seismic data, obtain underground Acoustic Impedance Data is specially:Post-stack inversion is carried out to seismic data using based on the inversion method of model, obtains underground wave impedance Data.
  3. 3. according to the method for claim 2, it is characterised in that it is described that post-stack inversion is carried out to seismic data, obtain underground Acoustic Impedance Data further comprises:
    Step 1, using Geological Mode as guidance, well-log information is combined with seismic data, establishes initial geological model;
    Step 2, statistical wavelet is extracted according to the seismic data, carrying out forward modeling to the initial geological model obtains synthesis note Record;
    Step 3, the composite traces is fitted with seismic data, judges whether fitting result meets preparatory condition, if so, Then terminate iteration;If it is not, then ask for the residual error between the composite traces and the seismic data;
    Step 4, using the parameter of the residual error adjustment initial geological model, step 2 is continued executing with.
  4. 4. according to the method for claim 3, it is characterised in that described that composite traces and seismic data are fitted into one Step includes:Composite traces and seismic data are fitted using least squares method.
  5. 5. according to the method for claim 1, it is characterised in that the determination represents the wave impedance of fracture hole type Reservoir Body development Data threshold further comprises:Determined to represent the Acoustic Impedance Data threshold value of fracture hole type Reservoir Body development according to well-log information.
  6. 6. according to the method for claim 1, it is characterised in that the tensor attribute for calculating seismic data includes:
    Step 1:Structure tensor is established, calculates the every bit gradient vector of 3D seismic data;
    Step 2:According to the result of calculation of the every bit gradient vector of 3D seismic data, the structure tensor is calculated;
    Step 3:Each composition of the structure tensor is carried out using Gaussian window smooth;
    Step 4:Smooth result is carried out to each composition of the structure tensor according to Gaussian window, calculates the structure tensor Characteristic value and characteristic vector.
  7. 7. according to the method for claim 1, it is characterised in that described to determine to represent the tensor attribute that disconnected solution crushes region Threshold value further comprises:The tensor attribute for being spatially smoothed processing is demarcated using drilling time curve, it is determined that representing disconnected molten Body crushes the tensor attribute thresholds in region.
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CN110007345A (en) * 2019-04-08 2019-07-12 中国石油化工股份有限公司 A kind of disconnected solution oil-gas reservoir cave type reservoir finimeter calculation method and device
CN110308487A (en) * 2018-03-20 2019-10-08 中国石油化工股份有限公司 A kind of disconnected solution type oil reservoir quantitatively characterizing method
CN110471107A (en) * 2018-05-10 2019-11-19 中国石油天然气股份有限公司 The depicting method and device of the disconnected solution of carbonate rock
CN110488385A (en) * 2019-09-20 2019-11-22 西南石油大学 The production method of the disconnected solution model of three-dimensional
CN110794476A (en) * 2018-08-01 2020-02-14 中国石油化工股份有限公司 Inversion method based on phase control of broken solution phase
CN111435173A (en) * 2019-01-15 2020-07-21 中国石油天然气集团有限公司 Rock reservoir post-stack seismic data denoising method and device
CN111830558A (en) * 2019-04-17 2020-10-27 中国石油化工股份有限公司 Fracture zone engraving method
CN112114357A (en) * 2019-06-19 2020-12-22 中国石油天然气股份有限公司 Method and device for predicting connectivity of fracture-cavity reservoir
CN112649862A (en) * 2019-10-12 2021-04-13 中国石油化工股份有限公司 Method and device for identifying broken solution based on stratum structure information separation
CN112731527A (en) * 2019-10-14 2021-04-30 中国石油化工股份有限公司 Multi-attribute research-based method and device for enhancing characteristics of broken solution
CN113514893A (en) * 2020-04-10 2021-10-19 中国石油天然气股份有限公司 Method and device for describing internal structure of broken zone of sliding fracture of carbonate rock
RU2815465C1 (en) * 2022-11-22 2024-03-18 Саутвест Петролеум Юниверсити System for semi-deterministic modeling of fracturing based on random matrix

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