CN111810133A - Stratum brittleness evaluation method - Google Patents

Stratum brittleness evaluation method Download PDF

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CN111810133A
CN111810133A CN201910285962.9A CN201910285962A CN111810133A CN 111810133 A CN111810133 A CN 111810133A CN 201910285962 A CN201910285962 A CN 201910285962A CN 111810133 A CN111810133 A CN 111810133A
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brittleness
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CN111810133B (en
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王志战
袁多
李永杰
谢关宝
刘双莲
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China Petroleum and Chemical Corp
Sinopec Research Institute of Petroleum Engineering
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    • EFIXED CONSTRUCTIONS
    • E21EARTH OR ROCK DRILLING; MINING
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    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16CCOMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
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Abstract

A formation brittleness evaluation method comprising: the method comprises the steps of firstly, obtaining the content of each element in a preset element set at each depth point in a well section to be analyzed, and determining the content of silicon element in quartz at each depth point according to the content of each element; secondly, respectively determining the content of brittle characteristic elements at each depth point in the well section to be analyzed according to the content of silicon elements in quartz at each depth point; and step three, determining the brittleness state of each depth point according to the brittleness characteristic element content. The method can accurately and continuously evaluate the brittleness of the stratum in real time through element logging information on a drilling site, and further provides reliable technical support for evaluating the drillability and the compressibility of the stratum. Meanwhile, the method only needs to calculate the content of the characteristic elements capable of accurately representing the brittle minerals in the implementation process, and has the advantages of simple operation, accurate evaluation and low cost, so that the method has a wider application range.

Description

Stratum brittleness evaluation method
Technical Field
The invention relates to the technical field of petroleum engineering, in particular to a formation brittleness evaluation method.
Background
In the prior art, there are twenty-thirty models for evaluating formation brittleness and brittleness index. In the field of shale gas, three common brittleness evaluation methods are available.
The first method is to use dipole sonic logging information to calculate brittleness index according to rock mechanics parameters. However, there are three disadvantages to this approach: firstly, only a few straight pilot hole wells can carry out measurement, and the horizontal section is not measured; secondly, the acoustic data is greatly influenced by borehole factors such as borehole diameter and the like; and thirdly, the difference between the rock mechanical parameters calculated by the dipole sound waves and the rock mechanical parameters actually measured in a laboratory is larger.
The second method is to use mineral data to determine the brittleness index or total amount of brittle minerals. The disadvantages of this method mainly include two points: firstly, minerals are generally measured through X-ray diffraction (XRD) whole rock analysis, and are relative content, the results given by instruments with different resolutions and different software are very different, the precision of an XRD instrument used on site is insufficient, and the sampling distance of an instrument used in a laboratory is insufficient; secondly, the components used by the molecule are controversial when calculating the brittleness index.
The third method uses the element data to calculate the brittleness index, and uses Si (silicon), Ca (calcium) and Mg (magnesium) to represent quartz, calcite and dolomite respectively. The disadvantages of this method mainly include two points: firstly, silicon and magnesium are also present in other minerals (in particular clay minerals) and do not accurately represent brittle minerals; and pyrite is not considered.
Fig. 1 to 3 show the distribution of Si (silicon), Ca (calcium) and Mg (magnesium) in different minerals. As can be seen from fig. 1 to 3, Si (silicon) is distributed in quartz, plagioclase feldspar and illite, Mg (magnesium) is distributed in calcite and chlorite, and Ca (calcium) is distributed in calcite, plagioclase feldspar and dolomite. So Si does not correlate well with quartz and Mg does with dolomite, i.e. Si does not represent quartz well, Mg does not represent dolomite well, nor Ca only calcite.
Disclosure of Invention
In order to solve the above problems, the present invention provides a formation brittleness evaluation method, including:
the method comprises the steps of firstly, obtaining the content of each element in a preset element set at each depth point in a well section to be analyzed, and determining the content of silicon element in quartz at each depth point according to the content of each element;
secondly, respectively determining the content of brittle characteristic elements at each depth point in the well section to be analyzed according to the content of silicon elements in quartz at each depth point;
and step three, determining the brittleness state of each depth point according to the brittleness characteristic element content.
According to an embodiment of the invention, the preset element set comprises silicon element, aluminum element and iron element, and in the step one, the content of the silicon element in the clay is determined according to the content of the silicon element, the content of the aluminum element and the content of the iron element in the clay, and the content of the silicon element in the quartz is determined according to the content of the silicon element in the clay.
According to one embodiment of the present invention, in said step one,
respectively calculating the total content of the three elements of the silicon element, the aluminum element and the iron element at each depth point;
and calculating the ratio of the total content of the silicon element and the three elements at each depth point, and selecting the minimum value from the ratio corresponding to each depth point to obtain the content of the silicon element in the clay.
According to one embodiment of the invention, in the second step, the content of the silicon element in the quartz is determined according to the following expression:
Figure BDA0002023272950000021
wherein, k'jRepresents the content of silicon element, Si, in the quartz at the jth depth pointjRepresents the content of silicon element, Al, at the j-th depth pointjDenotes the content of aluminum element, Fe, at the j-th depth pointjRepresents the content of iron element at the j depth point, and m represents the content of silicon element in the clay.
According to one embodiment of the invention, in the second step, according to the obtained contents of the calcium element and the sulfur element at each depth point, the content of the brittleness characteristic element at each depth point is respectively determined by combining the content of the silicon element in the quartz at each depth point.
According to one embodiment of the invention, in the second step, the content of brittle characteristic elements at each depth point is determined according to the following expression:
BEj=k′j*100+Caj+Sj
wherein BEjDenotes the content, k ', of brittle characteristic element at the j-th depth point'jDenotes the content of silicon element, Ca, in the quartz at the j-th depth pointjAnd SjRespectively representing the contents of calcium element and sulfur element at the j depth point.
According to an embodiment of the invention, in the third step, a brittleness evaluation parameter is determined according to the content of the brittleness characteristic element at each depth point and a preset deviation threshold, and a brittleness state at each depth point is determined according to the value of the brittleness evaluation parameter.
According to one embodiment of the invention, in the third step, the brittleness evaluation parameter is determined by calculating the sum of the content of the brittleness characteristic element at each depth point and a preset deviation threshold value, and the brittleness state at each depth point is determined according to the brittleness evaluation parameter by utilizing a preset BM brittleness pricing standard.
According to one embodiment of the invention, the preset deviation threshold value characterizes the deviation between the total amount of brittle minerals and the content of brittle characteristic elements, which is determined by means of data fitting.
According to an embodiment of the invention, in the third step, the content of the brittle characteristic element at each depth point is matched with a preset BE brittleness evaluation standard, and the brittleness state at each depth point is determined according to the matching result.
The stratum brittleness evaluation method provided by the invention adopts the element logging technology which is relatively popular on site and relatively high in precision, utilizes the characteristic element relational expression which can accurately represent the total amount of the brittle minerals to evaluate the stratum brittleness, and can effectively overcome the defects of the existing brittleness evaluation method in accuracy, continuity and timeliness.
The method can accurately and continuously evaluate the brittleness of the stratum in real time through element logging information on a drilling site, and further provides reliable technical support for evaluating the drillability and the compressibility of the stratum. Meanwhile, the method only needs to calculate the content of the characteristic elements capable of accurately representing the brittle minerals in the implementation process, and has the advantages of simple operation, accurate evaluation and low cost, so that the method has a wider application range.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following briefly introduces the drawings required in the description of the embodiments or the prior art:
FIGS. 1 to 3 are schematic diagrams of the distribution of Si, Ca and Mg in different minerals;
FIG. 4 is a schematic flow chart illustrating an implementation of a formation brittleness evaluation method according to one embodiment of the present invention;
FIG. 5 is a schematic diagram of an implementation flow for determining the elemental silicon content of a clay according to one embodiment of the present invention;
FIGS. 6 and 7 are graphs comparing the brittleness evaluation of the X-well 4012.5-4096.5m well segments BM to BE according to one embodiment of the present invention.
Detailed Description
The following detailed description of the embodiments of the present invention will be provided with reference to the drawings and examples, so that how to apply the technical means to solve the technical problems and achieve the technical effects can be fully understood and implemented. It should be noted that, as long as there is no conflict, the embodiments and the features of the embodiments of the present invention may be combined with each other, and the technical solutions formed are within the scope of the present invention.
In the following description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the invention. It will be apparent, however, to one skilled in the art that the present invention may be practiced without some of these specific details or with other methods described herein.
Additionally, the steps illustrated in the flow charts of the figures may be performed in a computer system such as a set of computer-executable instructions and, although a logical order is illustrated in the flow charts, in some cases, the steps illustrated or described may be performed in an order different than here.
Aiming at the problems in the prior art, the invention provides a novel stratum brittleness evaluation method. The method is used for evaluating the formation brittleness by calculating the content of characteristic elements capable of accurately representing brittle minerals.
Fig. 4 shows a schematic implementation flow chart of the formation brittleness evaluation method provided by the embodiment.
As shown in fig. 4, in the method for evaluating formation brittleness provided in this embodiment, first, in step S401, the content of each element in the preset element set at each depth point in the well section to be analyzed is obtained, and in step S402, the content of silicon element in quartz at each depth point is determined according to the content of each element obtained in step S401.
In this embodiment, the method preferably obtains the content of each element in the preset element set at each depth point according to the element logging data in step S401. The elements contained in the preset element set preferably include silicon, aluminum and iron. In step S402, the method preferably determines the content of silicon in the clay according to the contents of silicon, aluminum and iron, and then determines the content of silicon in the quartz according to the content of silicon in the clay.
Specifically, as shown in fig. 5, in the present embodiment, when determining the content of silicon in the clay, the method preferably calculates the total content of three elements, namely, silicon, aluminum and iron, at each depth point in step S501, calculates the ratio of silicon to the total content of the three elements at each depth point in step S502, and selects the minimum value from the ratios corresponding to each depth point in step S503, where the minimum value is the content of silicon in the clay.
For example, in this embodiment, for any depth point j in the well section to be analyzed, the ratio of the corresponding silicon element to the total content of the three elements may be represented as Sij/(Sij+Alj+Fej). Wherein, SijRepresents the content of silicon element, Al, at the j-th depth pointjDenotes the content of aluminum element, Fe, at the j-th depth pointjIndicating the content of iron element at the j-th depth point. Assuming that the well section to be analyzed contains N depth points, N ratios can be correspondingly obtained, and a value m with the minimum value is selected from the N ratios, wherein the m can more accurately reflect the content of the silicon element in the clay of the well section to be analyzed.
In this embodiment, after the content m of the silicon element in the clay in the well section to be analyzed is obtained, the method can determine the content of the silicon element in the quartz at each depth point according to the content m of the silicon element in the clay. For example, in the present embodiment, the method may determine the content of silicon element in quartz at each depth point according to the following expression:
Figure BDA0002023272950000051
wherein, k'jThe content of silicon element in the quartz at the j-th depth point is shown.
Of course, in other embodiments of the present invention, according to actual needs, the method may further determine the content of the silicon element in the quartz at each depth point according to the obtained content of each element in step S402.
As shown in fig. 4 again, in this embodiment, after obtaining the content of the silicon element in the quartz at each depth point, the method preferably determines the content of the brittle characteristic element at each depth point in the well section to be analyzed according to the content of the silicon element in the quartz at each depth point in step S403.
Specifically, in this embodiment, in step S403, the method preferably determines the content of the brittle characteristic element at each depth point according to the obtained content of the calcium element and the sulfur element at each depth point, in combination with the content of the silicon element in the quartz at each depth point.
For example, the method may specifically determine the brittle characteristic element content at each depth point according to the following expression:
BEj=k′j*100+Caj+Sj(2)
wherein BEjDenotes the content, k ', of brittle characteristic element at the j-th depth point'jDenotes the content of silicon element, Ca, in the quartz at the j-th depth pointjAnd SjRespectively representing the contents of calcium element and sulfur element at the j depth point. Content Ca of calcium element at jth depth pointjAnd the content S of sulfur elementjThe units of (c) are the same (all%).
Of course, in other embodiments of the present invention, the method may also use other reasonable manners to determine the content of the brittle characteristic element at each depth point according to the content of the calcium element and the sulfur element at each depth point and the content of the silicon element in the quartz in step S403.
In this embodiment, after obtaining the content of the brittle characteristic element at each depth point in the well section to be analyzed, the method may determine the brittle state at each depth point according to the content of the brittle characteristic element at each depth point in step S404.
Since the brittleness evaluation is mostly performed by using the evaluation standard of the total amount of brittle minerals in the prior art, in this embodiment, in step S404, the method preferably obtains the brittleness evaluation parameter corresponding to each depth point by calculating the sum of the content of the brittle characteristic element at each depth point and the preset deviation threshold, and then determines the brittleness state at each depth point according to the brittleness evaluation parameter by using the preset BM brittleness evaluation standard.
Wherein the preset deviation threshold value is characterized by the deviation between the total amount of the brittle minerals and the content of the brittle characteristic elements, and the deviation can be determined in advance by means of data fitting based on the drilled data.
For example, in this embodiment, with a preset BM brittleness evaluation criterion, for any depth point, the method may determine in step S404 whether the brittleness evaluation parameter at the depth point is smaller than the first BM brittleness evaluation threshold in the preset BM brittleness evaluation criterion. If the brittleness evaluation parameter at the depth point is smaller than the first BM brittleness evaluation threshold value, the method can judge that the brittleness state at the depth point belongs to the first brittleness state.
If the brittleness evaluation parameter at the depth point is greater than or equal to the first BM brittleness evaluation threshold, the method further determines whether the brittleness evaluation parameter is less than a second BM brittleness evaluation threshold. If the brittleness evaluation parameter at the depth point is greater than or equal to the first BM brittleness evaluation threshold value but less than the second BM brittleness evaluation threshold value, the method determines that the brittleness state at the depth point belongs to a second type of brittleness state.
And if the brittleness evaluation parameter at the depth point is greater than or equal to the second BM brittleness evaluation threshold value, the method judges that the brittleness state at the depth point belongs to a third brittleness state.
Wherein the first BM brittleness evaluation threshold is less than a second BM brittleness evaluation threshold, and the first, second, and third brittle states are indicative of low, medium, and high brittleness, respectively.
It should be noted that, in different embodiments of the present invention, specific values of the first BM brittleness evaluation threshold and the second BM brittleness evaluation threshold may be configured to be different reasonable values according to a preset BM brittleness evaluation criterion, and the present invention does not limit the specific values of the first BM brittleness evaluation threshold and the second BM brittleness evaluation threshold.
Of course, in other embodiments of the present invention, according to actual needs, the method may also establish a set of independent BE evaluation brittleness evaluation criteria in advance. In step S404, the method may determine the brittleness state at each depth point according to the matching result by matching the content of the brittle characteristic element at each depth point with a preset BE brittleness evaluation criterion. For example, the preset BE evaluation criterion may also include a first BE brittleness evaluation threshold value and a second BE brittleness evaluation threshold value, and a difference between the first BE brittleness evaluation threshold value and the first BM brittleness evaluation threshold value and a difference between the second BE brittleness evaluation threshold value and the second BM brittleness evaluation threshold value may BE preset deviation threshold values.
FIG. 6 shows a graph comparing the brittleness evaluation of the X-well 4012.5-4096.5m interval BM with BE. Wherein, BIMeasuringIs brittleness index, BI, calculated by dipole sonic loggingRecording deviceThe brittleness index calculated by (Si + Ca + Mg) recorded on the well at present shows that the two brittleness index curves have larger trend difference with the laboratory measured brittleness mineral total amount (BM) curve, and the brittleness characteristic element content (BE) determined by the method provided by the embodiment is consistent with the trend of the brittleness mineral total amount (BM).
Taking the well sections of the X wells 4012.5-4096.5m as an example, XRD whole rock analysis of 87 cores was performed on the core drilling of the X wells 4012.5-4096.5m, and the total amount of the brittle minerals counted is shown in BM curve in the attached figure 7. The BE curve in fig. 7 is a brittle characteristic element curve obtained by the method provided in this embodiment, and as can BE seen from fig. 7, the trend consistency or parallelism between the BM curve and the BE curve is high. If the criterion of low, medium and high brittleness is divided by using not less than 50 percent, not less than 50 percent to not less than 60 percent and not less than 60 percent as BM, and the criterion of low, medium and high brittleness is divided by using not less than 15 percent, not less than 15 percent to not less than 25 percent and not less than 25 percent as BE, or the criterion of low, medium and high brittleness is divided by using not less than 50 percent, not less than 50 percent to not less than 60 percent and not less than 60 percent as BE +35, the evaluation results of the two are very consistent.
From the description, the stratum brittleness evaluation method provided by the invention adopts the element logging technology which is relatively popular on site and relatively high in precision, utilizes the characteristic element relational expression capable of accurately representing the total amount of the brittle minerals to evaluate the stratum brittleness, and can effectively overcome the defects of the existing brittleness evaluation method in accuracy, continuity and timeliness.
The method can accurately and continuously evaluate the brittleness of the stratum in real time through element logging information on a drilling site, and further provides reliable technical support for evaluating the drillability and the compressibility of the stratum. Meanwhile, the method only needs to calculate the content of the characteristic elements capable of accurately representing the brittle minerals in the implementation process, and has the advantages of simple operation, accurate evaluation and low cost, so that the method has a wider application range.
It is to be understood that the disclosed embodiments of the invention are not limited to the particular structures or process steps disclosed herein, but extend to equivalents thereof as would be understood by those skilled in the relevant art. It is also to be understood that the terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting.
Reference in the specification to "one embodiment" or "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment of the invention. Thus, the appearances of the phrase "one embodiment" or "an embodiment" in various places throughout this specification are not necessarily all referring to the same embodiment.
While the above examples are illustrative of the principles of the present invention in one or more applications, it will be apparent to those of ordinary skill in the art that various changes in form, usage and details of implementation can be made without departing from the principles and concepts of the invention. Accordingly, the invention is defined by the appended claims.

Claims (10)

1. A formation brittleness evaluation method, comprising:
the method comprises the steps of firstly, obtaining the content of each element in a preset element set at each depth point in a well section to be analyzed, and determining the content of silicon element in quartz at each depth point according to the content of each element;
secondly, respectively determining the content of brittle characteristic elements at each depth point in the well section to be analyzed according to the content of silicon elements in quartz at each depth point;
and step three, determining the brittleness state of each depth point according to the brittleness characteristic element content.
2. The method according to claim 1, wherein the preset element set comprises silicon element, aluminum element and iron element, and in the step one, the content of the silicon element in the clay is determined according to the content of the silicon element, the content of the aluminum element and the content of the iron element in the clay, and the content of the silicon element in the quartz is determined according to the content of the silicon element in the clay.
3. The method of claim 2, wherein, in step one,
respectively calculating the total content of the three elements of the silicon element, the aluminum element and the iron element at each depth point;
and calculating the ratio of the total content of the silicon element and the three elements at each depth point, and selecting the minimum value from the ratio corresponding to each depth point to obtain the content of the silicon element in the clay.
4. The method according to claim 2 or 3, wherein in the second step, the content of silicon element in the quartz is determined according to the following expression:
Figure FDA0002023272940000011
wherein, k'jRepresents the content of silicon element, Si, in the quartz at the jth depth pointjRepresents the content of silicon element, Al, at the j-th depth pointjDenotes the content of aluminum element, Fe, at the j-th depth pointjRepresents the content of iron element at the j depth point, and m represents the content of silicon element in the clay.
5. The method according to any one of claims 1 to 4, wherein in the second step, according to the obtained contents of the calcium element and the sulfur element at each depth point, the content of the brittle characteristic element at each depth point is respectively determined by combining the contents of the silicon element in the quartz at each depth point.
6. The method of claim 5, wherein in step two, the brittle characteristic element content at each depth point is determined according to the expression:
BEj=k′j*100+Caj+Sj
wherein BEjDenotes the content, k ', of brittle characteristic element at the j-th depth point'jDenotes the content of silicon element, Ca, in the quartz at the j-th depth pointjAnd SjRespectively representing the contents of calcium element and sulfur element at the j depth point.
7. The method according to any one of claims 1 to 6, wherein in the third step, a brittleness evaluation parameter is determined according to the content of the brittleness characteristic element at each depth point and a preset deviation threshold value, and the brittleness state at each depth point is determined according to the value of the brittleness evaluation parameter.
8. The method according to claim 7, wherein in step three, the brittleness evaluation parameter is determined by calculating the sum of the content of the brittle characteristic element at each depth point and a preset deviation threshold, and the brittleness state at each depth point is determined from the brittleness evaluation parameter using a preset BM brittleness pricing criterion.
9. The method according to claim 7 or 8, wherein the preset deviation threshold value is indicative of a deviation between the total amount of brittle minerals and the content of brittle characteristic elements, which is determined by means of data fitting.
10. The method according to any one of claims 1 to 6, wherein in the third step, the content of the brittle characteristic element at each depth point is matched with a preset BE brittleness evaluation standard, and the brittleness state at each depth point is determined according to the matching result.
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