CN105240006B - A kind of oil-water layer identification method suitable for volcanic rock reservoir - Google Patents

A kind of oil-water layer identification method suitable for volcanic rock reservoir Download PDF

Info

Publication number
CN105240006B
CN105240006B CN201510717167.4A CN201510717167A CN105240006B CN 105240006 B CN105240006 B CN 105240006B CN 201510717167 A CN201510717167 A CN 201510717167A CN 105240006 B CN105240006 B CN 105240006B
Authority
CN
China
Prior art keywords
oil
water
layer
difference spectrum
porosity
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201510717167.4A
Other languages
Chinese (zh)
Other versions
CN105240006A (en
Inventor
朱明�
任军民
胡婷婷
陈国军
高明
李静
李国利
高衍武
范小秦
霍进杰
潘拓
肖华
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Petrochina Co Ltd
Original Assignee
Individual
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Individual filed Critical Individual
Priority to CN201510717167.4A priority Critical patent/CN105240006B/en
Publication of CN105240006A publication Critical patent/CN105240006A/en
Application granted granted Critical
Publication of CN105240006B publication Critical patent/CN105240006B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Geophysics And Detection Of Objects (AREA)

Abstract

The invention discloses a kind of oil-water layer identification method suitable for volcanic rock reservoir, the oil-water layer identification method includes:Using the Nuclear Magnetic Resonance Logging of double stand-by period patterns, inversion procedure is carried out to echo and obtains high latency T2 spectrums and short stand-by period T2 spectrums, then carry out poor spectrum processing, obtains the Difference Spectrum of reflection hydrocarbon information;Integral Processing is carried out to Difference Spectrum and obtains Difference Spectrum porosity (Diff_Por);Using gas detection logging data, sensibility of each the hydrocarbon component to oil-water-layer is determined, establish hydrocarbon character ratio (Ratio_C);According to existing formation testing data, establish Difference Spectrum porosity and hydrocarbon character than cross plot, determine the distinguishing limit of oil-water-layer;To the stratum of grease conclusion to be identified, Difference Spectrum porosity and hydrocarbon character ratio are extracted by above-mentioned steps, effective identification to oil-water-layer is realized using the cross plot of foundation.The present invention is further processed to obtain Difference Spectrum porosity, then establish cross plot with the hydrocarbon character ratio obtained using Gas logging data, realizes the identification of the oil-water-layer of volcanic rock reservoir on the basis of the processing of nuclear-magnetism difference spectrum.

Description

A kind of oil-water layer identification method suitable for volcanic rock reservoir
Technical field
The present invention relates to the complex reservoir Logging Evaluation of Fractured Reservoir technical fields in oil exploration, are answered especially for lithology A kind of oil-water layer identification side based on nuclear magnetic resonance log and gas measuring logging data in miscellaneous, low porosity and low permeability volcanic rock reservoir logging evaluation Method.
Background technology
Volcanic rock reservoir oil-water layer identification is one of difficult point that current Well logging science encounters.Traditional well logging oil-water layer identification Main method be resistivity method, this conventional method carries out the uncertain of fluid identification in volcanic rock reservoir to be increased, mainly Show the following:
1st, greatly, the resistivity contrasts of different lithology are larger, this species diversity is sometimes up to several quantity for Volcanic uranium deposit variation Grade, uncertainty is brought to volcanic rock oil-water layer identification;
2nd, the porosity type of volcanic rock reservoir is various, complex pore structure, in the case where variation of lithological is little, porosity And its large change of resistivity caused by the variation of pore structure, further increase resistivity method identification fluid properties not Certainty;
3rd, volcanic matrix porosity is usually relatively low, and shared ratio of the fluid in rock is smaller, and resistivity is surveyed Well reduces the sensibility of the reflection of fluid;
4th, the depth of invasion of different types of reservoir changes greatly in drilling process, and invasion character is changeable.Drilling fluid filtrate Intrusion cause the reduction of oil-water-layer resistivity contrast, the contrast that the inhomogeneity of intrusion not only causes oil-water-layer subtracts It is small, and cause the diversity of invasion profile.
Due to identifying that volcanic rock oil-water-layer encounters some problems with traditional method, some non-resistive rates are used Method carry out identification of hydrocarbon and just seem even more important.The oil-water layer identification of volcanic rock reservoir is a great problem of logging evaluation, is needed It makes full use of the information of the various oil/gas shows such as routine, new loging technology, drilling well, well logging and is carried out to integrate, so as to effectively Improve the success rate of volcanic rock reservoir oil-water layer identification.
Invention content
The technical problems to be solved by the invention are to provide a kind of oil-water layer identification method suitable for volcanic rock reservoir, energy It is enough to realize in the case where traditional resistivity method effectively identify oil-water-layer, it handles to obtain difference using Nuclear Magnetic Resonance Logging Porosity is composed, then cross plot is established with the hydrocarbon character ratio obtained using Gas logging data, realizes the oil-water-layer of volcanic rock reservoir Effectively identification.
Its technical problem of the solution of the present invention is adopted the technical scheme that:
A kind of oil-water layer identification method suitable for volcanic rock reservoir, step include:
1) using the Nuclear Magnetic Resonance Logging of double stand-by period patterns, inversion procedure is carried out to echo and obtains high latency T2 is composed and short stand-by period T2 spectrums, then carries out poor spectrum processing, obtains the Difference Spectrum of reflection hydrocarbon information;
2) Integral Processing is carried out to Difference Spectrum and obtains Difference Spectrum porosity (Diff_Por);
3) it using gas detection logging data, determines sensibility of each the hydrocarbon component to oil-water-layer, establishes hydrocarbon character ratio (Ratio_ C);
4) according to existing formation testing data, read respectively corresponding Difference Spectrum porosity and hydrocarbon character than characteristic value, The cross plot of Difference Spectrum porosity (Diff_Por) and hydrocarbon character ratio (Ratio_C) is established, determines the distinguishing limit of oil-water-layer;
5) for the stratum of grease conclusion to be identified, calculated by above-mentioned steps point take Difference Spectrum porosity (Diff_Por) and The characteristic value of hydrocarbon character ratio (Ratio_C), read above-mentioned corresponding Difference Spectrum porosity and hydrocarbon character than characteristic value, then The differentiation of oil-water-layer is determined using established Difference Spectrum porosity (Diff_Por) and hydrocarbon character ratio (Ratio_C) cross plot Boundary realizes effective identification to oil-water-layer by falling into the data point in distinguishing limit.
Further, in the step 1), difference spectrometry is to utilize the difference of the longitudinal relaxation time of water flooding indirectly By a kind of separated method of water and oil gas, poor spectrum processing is that high latency T2 spectrums and short stand-by period T2 spectrums are carried out phase Subtract, obtain difference spectrum signal.
Further, the high latency T2 spectrum high latencies selected as 10~15 seconds;The short stand-by period T2 Compose short stand-by period selected as 1~2 second, with ensure water by perfact polarization oil gas partial polarization.
Further, the nuclear-magnetism Difference Spectrum can ask for Difference Spectrum porosity (Diff_ by the method for integration Por), a quantitative data are obtained for evaluating the oil-containing water information of reservoir:
In formula, S (T2) composed for nuclear-magnetism T2, Tmin and Tmax are respectively that T2 composes corresponding minimum time and maximum time.
Further, in the step 3), using the content of the different component in gas detection logging data, hydrocarbon character is established Than (Ratio_C):
Ratio_C=(C4+C5)/C3 (2)
In formula, C3 is propane content, and C4 is butane content, and C5 is isopentane content, and more than unit is ppm.
Further, in the step 4), using the characteristic value of nuclear-magnetism Difference Spectrum porosity (Diff_Por) as abscissa, with The characteristic value of hydrocarbon character ratio (Ratio_C) is ordinate, establish nuclear-magnetism Difference Spectrum porosity and hydrocarbon character than cross plot.
Further, in the step 4), in cross plot determine oil-water-layer distinguishing limit, by following manner into Row:
The regularity of distribution of statistical analysis oil reservoir, oil-water common-layer, water layer and dried layer in cross plot, according to the concentration of sampling point Degree, is divided into four independent, non-cross regions;The intersection sampling point for extremely falling into other regions individually is rejected, repeats step 1) -3) re-read the characteristic value of nuclear-magnetism Difference Spectrum porosity and hydrocarbon character ratio, it is final determine analysis oil reservoir, oil-water common-layer, The distinguishing limit in four regions of water layer and dried layer in cross plot.
The present invention is further processed to obtain Difference Spectrum porosity, then with surveying using gas on the basis of the processing of nuclear-magnetism difference spectrum The hydrocarbon character ratio that data obtains establishes cross plot, realizes the identification of the oil-water-layer of volcanic rock reservoir.The present invention combines core Two methods of the advantages of magnetic variation open score method gentle survey method, improves the coincidence rate of oil-water layer identification.
Description of the drawings
Fig. 1 is a kind of flow chart of oil-water layer identification method suitable for volcanic rock reservoir provided by the invention;
Fig. 2 is the oil layer recognition figure of the nuclear magnetic resonance difference spectrometry of the embodiment of the present invention;
Fig. 3 is the oil-water layer identification figure of the nuclear magnetic resonance difference spectrometry of the embodiment of the present invention;
Fig. 4 is that the gas of the embodiment of the present invention surveys oil reservoir and water layer identification figure of the hydrocarbon character than method;
Fig. 5 is that the nuclear-magnetism Difference Spectrum of the embodiment of the present invention and gas survey hydrocarbon character than identification oil-water-layer cross plot.
Specific embodiment
Below in conjunction with the accompanying drawings, specific embodiment provided by the invention is described in further detail.
Referring to Fig. 1, a kind of oil-water layer identification method suitable for volcanic rock reservoir provided in an embodiment of the present invention, including such as Lower step:
Step 101:Using the Nuclear Magnetic Resonance Logging of double stand-by period patterns, when extraction high latency T2 is composed with short waiting Between T2 compose, carry out poor spectrum processing, obtain the Difference Spectrum of reflection stratum oil and water information;
Poor spectrum processing is will to obtain high latency T2 spectrums and short stand-by period T2 spectrums to subtract each other.Length of nuclear magnetic resonance log etc. Treat the stand-by period selected as of time T2 spectrums 10~15 seconds;The stand-by period selected as of short stand-by period T2 spectrums 1~2 second.
As shown in Figure 2, the oil layer recognition figure for the nuclear magnetic resonance difference spectrometry of the embodiment of the present invention.First is deep in figure Degree, second is resistivity curve, third and fourth road is respectively long and short stand-by period T2 spectrums, and the 4th is obtains after poor spectrum processing Difference T2 spectrum.As can be seen from FIG., the Difference Spectrum signal amplitude of oil reservoir is big, is typical reservoir characteristics.
As shown in Figure 3, the oil-water layer identification figure for the nuclear magnetic resonance difference spectrometry of the embodiment of the present invention.From the difference in figure Spectrum signal can be seen, and the top Difference Spectrum signal amplitude on stratum is larger, and the amplitude of lower part is smaller, for typical top be oil, under Portion is the oil-water common-layer feature of water.
Step 102:Integral Processing is carried out to Difference Spectrum and obtains Difference Spectrum porosity (Diff_Por):
In formula, S (T2) is composed for nuclear-magnetism T2, and Tmin and Tmax are respectively that T2 composes corresponding minimum time and maximum time.
Step 103:Using gas detection logging data, sensibility of each the hydrocarbon component to oil-water-layer is determined, establish hydrocarbon character ratio (Ratio_C):
Ratio_C=(C4+C5)/C3 (2)
In formula, C3 is propane content, and C4 is butane content, and C5 is isopentane content, and more than unit is ppm.
Since gas surveys hydrocarbon composition of the measurement data in formation fluid, these gas are surveyed contained by parameter and reservoir Fluid properties have very close relationship, according to hydrocarbon composition and content in fluid, establish special to the sensitive hydro carbons of oil-water-layer Sign is than (Ratio_C), it can be determined that goes out the property of fluid in reservoir.
As shown in Figure 4, it surveys hydrocarbon character for gas and identifies figure than the oil reservoir and water layer of method.First is natural gamma in figure, Second is depth, and third road is WELL LITHOLOGY section, and the 4th is resistivity, and the 5th is density, and the 6th surveys for gas, the The seven hydrocarbon character ratios calculated for the present embodiment.As can be seen from FIG., the oil reservoir hydrocarbon character ratio on top is larger, lower part Water layer hydrocarbon character ratio is smaller, can distinguish oil reservoir and water layer.
Step 104:According to existing formation testing data, Difference Spectrum porosity (Diff_Por) and hydrocarbon character ratio are extracted respectively (Ratio_C) characteristic value, establish Difference Spectrum porosity and hydrocarbon character than cross plot, determine the distinguishing limit of oil-water-layer. Specifically as shown in Figure 5.
Using cross plot come identification of hydrocarbon, the advantages of combining the gentle two kinds of grease recognition methods of survey method of difference spectrometry, carry High oil-water-layer coincidence rate.
Wherein, establish Difference Spectrum porosity and hydrocarbon character than cross plot specific implementation method be:With nuclear-magnetism Difference Spectrum The characteristic value of porosity (Diff_Por) is abscissa, will be above-mentioned using the characteristic value of hydrocarbon character ratio (Ratio_C) as ordinate The coordinate points that two parameter is formed are mapped in X-Y coordinate figure, form an X-Y scatter plot.
Furthermore it determines the distinguishing limit of oil-water-layer, is carried out by following manner:Statistical analysis oil reservoir, oil-water common-layer, water layer With the regularity of distribution of the dried layer in cross plot, according to the concentration degree of sampling point, it is divided into four independent, non-cross regions. The intersection sampling point for extremely falling into other regions individually is rejected, step 101-103 is repeated, re-reads nuclear-magnetism Difference Spectrum porosity and hydrocarbon Category feature than characteristic value, the area in final four regions in cross plot that determine analysis oil reservoir, oil-water common-layer, water layer and dried layer Boundary.
Step 105:For the stratum of grease conclusion to be identified, step 101-103 is repeated, calculates the Difference Spectrum on stratum respectively Porosity (Diff_Por) and hydrocarbon character ratio (Ratio_C), read the characteristic value of above-mentioned parameter, recycle established intersection Figure realizes effective identification to oil-water-layer.
In the following, it is described in further details by the specific implementation situation to the present embodiment, to support that the present invention to be solved Certainly the technical issues of.
1st, a certain goals research block is selected, formation testing, the well for having nuclear-magnetism data is chosen, utilizes double stand-by period patterns Nuclear Magnetic Resonance Logging, extraction high latency T2 spectrums and short stand-by period T2 spectrums carry out poor spectrum processing, obtain reflection hydrocarbon information Difference Spectrum.
2nd, to difference modal data, Difference Spectrum porosity is calculated as follows:
In formula, S (T2) composed for nuclear-magnetism T2, Tmin chooses 0.3ms, and Tmax chooses 3000ms.
3rd, using gas detection logging data, (C4+C5)/C3 ratios is calculated, obtain hydrocarbon character ratio (Ratio_C).
4th, statistics the Difference Spectrum porosity of Pressure Curve in Oil Testing Well and hydrocarbon character than characteristic value (such as following table), with nuclear-magnetism Difference Spectrum The characteristic value of porosity (Diff_Por) is abscissa, is established and handed over as ordinate using the characteristic value of hydrocarbon character ratio (Ratio_C) It can scheme.The distinguishing limit of oil-water-layer is determined according to formation testing conclusion.
5th, to the stratum of grease conclusion to be identified, Difference Spectrum porosity and hydrocarbon character ratio are calculated respectively, reads above-mentioned ginseng Several characteristic value, using the characteristic value of nuclear-magnetism Difference Spectrum porosity (Diff_Por) as abscissa, with hydrocarbon character ratio (Ratio_C) Characteristic value for ordinate, by Mapping of data points to cross plot, the conclusion that data point falls into that region is exactly the oil on stratum Water layer conclusion.
It should be noted last that more than specific embodiment is merely illustrative of the technical solution of the present invention and unrestricted, Although the present invention is described in detail with reference to example, it will be understood by those of ordinary skill in the art that, it can be to the present invention Technical solution be modified or replaced equivalently, without departing from the spirit and scope of technical solution of the present invention, should all cover In scope of the presently claimed invention.

Claims (5)

  1. A kind of 1. oil-water layer identification method suitable for volcanic rock reservoir, which is characterized in that include the following steps:
    1) using the Nuclear Magnetic Resonance Logging of double stand-by period patterns, inversion procedure is carried out to echo and obtains high latency T2 spectrums It is composed with short stand-by period T2, then carries out poor spectrum processing, obtain the Difference Spectrum of reflection hydrocarbon stratum information;
    2) Integral Processing is carried out to Difference Spectrum and obtains Difference Spectrum porosity Diff_Por;
    In formula, S (T2) composed for nuclear-magnetism T2, Tmin and Tmax are respectively that T2 composes corresponding minimum time and maximum time;
    3) it using gas detection logging data, determines sensibility of each the hydrocarbon component to oil-water-layer, calculates hydrocarbon character and compare Ratio_C;
    Ratio_C=(C4+C5)/C3 (2)
    In formula, C3 is propane content, and C4 is butane content, and C5 is isopentane content, and more than unit is ppm;
    4) according to existing formation testing data, read respectively corresponding Difference Spectrum porosity and hydrocarbon character than characteristic value, establish Difference Spectrum porosity Diff_Por and cross plot of the hydrocarbon character than Ratio_C determine the distinguishing limit of oil-water-layer;
    5) for the stratum of grease conclusion to be identified, step 1) -3 is repeated), Difference Spectrum porosity Diff_Por and hydrocarbon are calculated respectively Category feature than Ratio_C, read above-mentioned corresponding Difference Spectrum porosity and hydrocarbon character than characteristic value, recycle established Difference Spectrum porosity Diff_Por determines the distinguishing limit of oil-water-layer with hydrocarbon character than Ratio_C cross plot, by falling into area Data point in boundary is the effective identification realized to oil-water-layer.
  2. 2. according to the method described in claim 1, it is characterized in that, in the step 1), difference spectrometry is to utilize ground indirectly For the difference of the longitudinal relaxation time of layer water by a kind of separated method of water and oil gas, poor spectrum processing is to compose high latency T2 Subtracted each other with short stand-by period T2 spectrums, obtain difference spectrum signal.
  3. 3. according to the method described in claim 2, it is characterized in that, high latency T2 spectrum high latencies selected as 10 ~15 seconds;The short stand-by period T2 composes short stand-by period selected as 1~2 second.
  4. 4. according to the method described in claim 1, it is characterized in that, in the step 4), with nuclear-magnetism Difference Spectrum porosity Diff_ The characteristic value of Por is abscissa, using characteristic value of the hydrocarbon character than Ratio_C as ordinate, establishes nuclear-magnetism Difference Spectrum porosity With hydrocarbon character than cross plot.
  5. 5. according to the method described in claim 1, it is characterized in that, in the step 4), oil-water-layer is determined in cross plot Distinguishing limit is carried out by following manner:
    The regularity of distribution of statistical analysis oil reservoir, oil-water common-layer, water layer and dried layer in cross plot according to the concentration degree of sampling point, is drawn It is divided into four independent, non-cross regions;Reject and extremely fall into the intersection sampling point in other regions individually, and repeat step 1)- 3) characteristic value of nuclear-magnetism Difference Spectrum porosity and hydrocarbon character ratio is re-read, it is final to determine analysis oil reservoir, oil-water common-layer, water layer With the distinguishing limit in four region of the dried layer in cross plot.
CN201510717167.4A 2015-10-28 2015-10-28 A kind of oil-water layer identification method suitable for volcanic rock reservoir Active CN105240006B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510717167.4A CN105240006B (en) 2015-10-28 2015-10-28 A kind of oil-water layer identification method suitable for volcanic rock reservoir

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510717167.4A CN105240006B (en) 2015-10-28 2015-10-28 A kind of oil-water layer identification method suitable for volcanic rock reservoir

Publications (2)

Publication Number Publication Date
CN105240006A CN105240006A (en) 2016-01-13
CN105240006B true CN105240006B (en) 2018-07-10

Family

ID=55037799

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510717167.4A Active CN105240006B (en) 2015-10-28 2015-10-28 A kind of oil-water layer identification method suitable for volcanic rock reservoir

Country Status (1)

Country Link
CN (1) CN105240006B (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109424363B (en) * 2017-08-30 2021-11-02 中国石油天然气股份有限公司 Fluid identification method based on pore throat structure and resistivity
CN107678072B (en) * 2017-09-22 2019-08-20 中国石油化工股份有限公司胜利油田分公司勘探开发研究院西部分院 Based on magnetic force, earthquake, the united igneous reservoirs prediction technique of drilling well
CN107829731B (en) * 2017-11-06 2020-10-09 陈国军 Clay alteration volcanic porosity correction method
CN108894778B (en) * 2018-07-20 2022-04-26 中国海洋石油集团有限公司 Method for identifying fluid properties of oil-gas reservoir by using gas logging information
CN109779619B (en) * 2019-01-21 2023-02-28 中国石油天然气集团有限公司 Method for calculating stratum water saturation through nuclear magnetic T2 spectrum
CN114086942B (en) * 2021-11-17 2023-05-16 中海石油(中国)有限公司 Construction method of water layer identification chart of metamorphic rock down-the-hill in the Taigu kingdom at sea

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
SU408253A1 (en) * 1972-06-14 1973-12-10 Ф. А. Куриленко , Э. Г. Урманов Трест Татнефтегеофизика METHOD OF DETERMINING THE NATURE OF SUBSTITUTION OF PLASTES IN SURFACE WELLS
US6229308B1 (en) * 1998-11-19 2001-05-08 Schlumberger Technology Corporation Formation evaluation using magnetic resonance logging measurements
CN101787884A (en) * 2010-01-28 2010-07-28 中国石油集团川庆钻探工程有限公司 Reservoir fluid type discrimination method based on difference value of acoustic porosity and neutron porosity
CN102312669A (en) * 2010-07-01 2012-01-11 中国石油集团长城钻探工程有限公司 Method (Ip) for evaluating properties of reservoir based on gas survey logging data
CN102518428A (en) * 2011-11-11 2012-06-27 中国石油天然气股份有限公司 Oil-water layer identification method and device
CN102913240A (en) * 2012-10-26 2013-02-06 中国石油天然气股份有限公司 Reservoir fluid identification method
CN103630945A (en) * 2012-08-24 2014-03-12 中国石油化工股份有限公司 Volcano rock reservoir fluid identification method
CN103953336A (en) * 2014-05-15 2014-07-30 中国石油集团渤海钻探工程有限公司 Evaluation method for judging water-oil-gas distribution in petroleum and natural gas reservoir stratum
CN104865614A (en) * 2014-02-20 2015-08-26 中国石油化工股份有限公司 Complicated reservoir fluid identification method based on variable skeleton parameter

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
SU408253A1 (en) * 1972-06-14 1973-12-10 Ф. А. Куриленко , Э. Г. Урманов Трест Татнефтегеофизика METHOD OF DETERMINING THE NATURE OF SUBSTITUTION OF PLASTES IN SURFACE WELLS
US6229308B1 (en) * 1998-11-19 2001-05-08 Schlumberger Technology Corporation Formation evaluation using magnetic resonance logging measurements
CN101787884A (en) * 2010-01-28 2010-07-28 中国石油集团川庆钻探工程有限公司 Reservoir fluid type discrimination method based on difference value of acoustic porosity and neutron porosity
CN102312669A (en) * 2010-07-01 2012-01-11 中国石油集团长城钻探工程有限公司 Method (Ip) for evaluating properties of reservoir based on gas survey logging data
CN102518428A (en) * 2011-11-11 2012-06-27 中国石油天然气股份有限公司 Oil-water layer identification method and device
CN103630945A (en) * 2012-08-24 2014-03-12 中国石油化工股份有限公司 Volcano rock reservoir fluid identification method
CN102913240A (en) * 2012-10-26 2013-02-06 中国石油天然气股份有限公司 Reservoir fluid identification method
CN104865614A (en) * 2014-02-20 2015-08-26 中国石油化工股份有限公司 Complicated reservoir fluid identification method based on variable skeleton parameter
CN103953336A (en) * 2014-05-15 2014-07-30 中国石油集团渤海钻探工程有限公司 Evaluation method for judging water-oil-gas distribution in petroleum and natural gas reservoir stratum

Also Published As

Publication number Publication date
CN105240006A (en) 2016-01-13

Similar Documents

Publication Publication Date Title
CN105240006B (en) A kind of oil-water layer identification method suitable for volcanic rock reservoir
CN105160414B (en) Method and device for predicting type of full oil reservoir production area
CN104806232B (en) A kind of method for determining porosity lower limit of fracture
CN105275456B (en) A kind of method utilizing well-log information identification high-quality mud shale
CN111665560B (en) Hydrocarbon reservoir identification method, apparatus, computer device and readable storage medium
CN106951660A (en) Sea facies clastic rock horizontal well reservoir logging interpretation method and device
CN112343587A (en) Ultra-low permeability reservoir dominant seepage channel identification and characterization method
CN109061765A (en) The evaluation of trap method of heterogeneous thin sandstone alternating layers oil reservoir
CN103603659A (en) Method for identifying fluid type of reservoir with complex pore structure by using conventional logging information
CN109388817A (en) A kind of Reservoir Fracture three-dimensional modeling method
KR101853334B1 (en) Method for predicting exploitation site of unconventional resources applied to sequence stratigraphic analysis
CN106599482A (en) Identification method of unconventional overpressure compact gas effective reservoir
Neuhaus et al. Integrated microseismic monitoring for field optimization in the Marcellus Shale-A case study
CN113503156B (en) Quantitative determination method, system, medium, equipment and terminal for vertical heterogeneity of reservoir
CN103376468A (en) Reservoir parameter quantitative characterization method based on neural network function approximation algorithm
Askari et al. A fully integrated method for dynamic rock type characterization development in one of Iranian off-shore oil reservoir
CN105158802A (en) Logging quantitative recognition method for gravity flow sediments in down-warped lake basin
CN115390155A (en) Well logging interpretation method, device, electronic equipment and medium for heterogeneous reservoir
CN110688781A (en) Well logging interpretation method for low-permeability heterogeneous gas reservoir
CN108035710B (en) The method for dividing deep layer rock geology phase based on data mining
CN112346121B (en) Reservoir stratum separation treatment method based on full waveform
CN112711068B (en) Method and device for predicting effective reservoir of oil gas in sandstone
CN113775326A (en) Method and device for evaluating movable water saturation, electronic device, and medium
Carrasquilla et al. Using facies, data mining and artificial intelligence concepts in the evaluation of a carbonate reservoir in Campos basin, Southeastern Brazil
CN104834934A (en) Nuclear body capturing method used for identifying reservoir fluid

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
TR01 Transfer of patent right
TR01 Transfer of patent right

Effective date of registration: 20201103

Address after: Intercontinental building, 16 ande Road, Dongcheng District, Beijing, 100007

Patentee after: PetroChina Company Limited

Address before: 830013 Institute of Geophysics, No. 397, Beijing North Road, Urumqi, the Xinjiang Uygur Autonomous Region

Patentee before: Chen Guojun