2019
DOI: 10.1002/ese3.547
|View full text |Cite
|
Sign up to set email alerts
|

Numerical investigation of gas‐liquid displacement between borehole and gassy fracture using response surface methodology

Abstract: Gas‐liquid displacement occurs often in fractured gas reservoirs, and can cause gas kick and mud leakage, resulting in a very high risk of losing well control. To analyze gas‐liquid displacement between borehole and gassy fracture, we used computational fluid dynamics to simulate its behaviors. We also used response surface methodology (RSM) to design numerical experiments. The effects of fracture width, bottom‐hole differential pressure, mud density, mud viscosity, and mud displacement were taken into account… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1

Citation Types

0
3
0

Year Published

2020
2020
2024
2024

Publication Types

Select...
5

Relationship

0
5

Authors

Journals

citations
Cited by 5 publications
(3 citation statements)
references
References 31 publications
(48 reference statements)
0
3
0
Order By: Relevance
“…Goodness‐of‐fit tests can be used to evaluate the model's reliability, and the judgment index R 2 reflects the difference between the response values and the actual values with a value range is [0,1]. The closer R 2 is to 1, the smaller the difference between them, and the values are identical when R 2 = 1 31 . R 2 is defined as: R2=SnormalRSnormalT=i=1nyi*y¯2i=1n(yitruey¯)2, ${R}^{2}=\frac{{S}_{{\rm{R}}}}{{S}_{{\rm{T}}}}=\frac{\sum _{i=1}^{n}{\left({<mpadded xmlns="http://www.w3.org/1998/Math/MathML">y</mpadded>}_{i}^{* }-\bar{y}\right)}^{2}}{\sum _{i=1}^{n}{({y}_{i}-\bar{y})}^{2}},$where S R is the sum of the squares of the regression; S T is the sum of the squares of the total deviation, yi* ${<mpadded xmlns="http://www.w3.org/1998/Math/MathML">y</mpadded>}_{i}^{* }$, yi ${y}_{i}$, and truey¯ $\bar{y}$ are the measured and predicted values of the experimental results of group i and the mean value of all experimental results, and n is the sample size, equal to the number of experiments.…”
Section: Analysis Of Factors Influencing the Heading Face Roof Deform...mentioning
confidence: 99%
“…Goodness‐of‐fit tests can be used to evaluate the model's reliability, and the judgment index R 2 reflects the difference between the response values and the actual values with a value range is [0,1]. The closer R 2 is to 1, the smaller the difference between them, and the values are identical when R 2 = 1 31 . R 2 is defined as: R2=SnormalRSnormalT=i=1nyi*y¯2i=1n(yitruey¯)2, ${R}^{2}=\frac{{S}_{{\rm{R}}}}{{S}_{{\rm{T}}}}=\frac{\sum _{i=1}^{n}{\left({<mpadded xmlns="http://www.w3.org/1998/Math/MathML">y</mpadded>}_{i}^{* }-\bar{y}\right)}^{2}}{\sum _{i=1}^{n}{({y}_{i}-\bar{y})}^{2}},$where S R is the sum of the squares of the regression; S T is the sum of the squares of the total deviation, yi* ${<mpadded xmlns="http://www.w3.org/1998/Math/MathML">y</mpadded>}_{i}^{* }$, yi ${y}_{i}$, and truey¯ $\bar{y}$ are the measured and predicted values of the experimental results of group i and the mean value of all experimental results, and n is the sample size, equal to the number of experiments.…”
Section: Analysis Of Factors Influencing the Heading Face Roof Deform...mentioning
confidence: 99%
“…The experimental findings indicate that the fracture width is the primary factor influencing the loss circulation and gas kick rate, with the bottom hole pressure difference serving as a secondary factor. Ma (2020) used CFD technology to simulate the phenomenon of gas-liquid replacement in fractured gas reservoirs drilled in vertical annulus, and designed experiments using response surface method (RSM) to determine the liquid density, viscosity, fracture width and wellbore pressure difference. The influence degree of displacement gas kick established an empirical formula for gas influx rate.…”
Section: Introductionmentioning
confidence: 99%
“…Zhang et al 22 built a two-phase flow model for gravity displacement gas kick and negative pressure difference gas kick and provided a method for determining the type of gas kick according to the change of the bottom hole pressure and pit gain after the wellhead back pressure was applied. By CFD simulation, Ma et al 23 analyzed the effects of key parameters on gas−liquid gravity displacement and built the empirical formula of gas invasion rate.…”
Section: Introductionmentioning
confidence: 99%