Real-Time Intelligent Recognition Method for Horizontal Well Marker Bed Article Swipe
Xuning Wu
,
Qian Li
,
Hu Yin
,
Zaoyuan Li
,
Jianhua Jiang
,
Meng Han
,
Yangyang Zhang
·
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.1155/2020/8583943
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.1155/2020/8583943
The accurate identification of the horizontal well marker bed is to guarantee the soft landing of the well trajectory. With the intelligent development of the petroleum industry, it is feasible to apply computers to identify the marker bed automatically. In case-based reasoning technology, the data of well logging while drilling (LWD) as characteristic parameters are compared with those of adjacent well. By taking the depth sequence of LWD data as time series and using Dynamic Time Warping (DTW) similarity measure algorithm, the similarity index of each drilling depth is calculated corresponding to the marker bed in the adjacent well. The total similarity curve is obtained by giving different weights of different feature parameters. Selecting natural gamma, deep resistivity, and shallow resistivity LWD curves as characteristic parameters, two horizontal wells in JL block of Junggar basin are analysed by this method. The result of similarity curve indicates the location of the marker bed and the total similarity value reaches 78%. The research shows that the method based on case-based reasoning can identify the marker bed of the horizontal well accurately and effectively, assist the geologist to carry out formation correlation of multiple wells at the same time, reduce the cost of human labour force, and improve work efficiency.
Related Topics
Concepts
Similarity (geometry)
Dynamic time warping
Block (permutation group theory)
Petroleum exploration
Artificial intelligence
Drilling
Trajectory
Geology
Directional drilling
Pattern recognition (psychology)
Feature (linguistics)
Computer science
Engineering
Computer vision
Mathematics
Image (mathematics)
Geometry
Petroleum
Mechanical engineering
Linguistics
Physics
Paleontology
Philosophy
Astronomy
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1155/2020/8583943
- https://downloads.hindawi.com/journals/mpe/2020/8583943.pdf
- OA Status
- hybrid
- Cited By
- 1
- References
- 7
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W3036358016
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3036358016Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1155/2020/8583943Digital Object Identifier
- Title
-
Real-Time Intelligent Recognition Method for Horizontal Well Marker BedWork title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
-
2020Year of publication
- Publication date
-
2020-06-17Full publication date if available
- Authors
-
Xuning Wu, Qian Li, Hu Yin, Zaoyuan Li, Jianhua Jiang, Meng Han, Yangyang ZhangList of authors in order
- Landing page
-
https://doi.org/10.1155/2020/8583943Publisher landing page
- PDF URL
-
https://downloads.hindawi.com/journals/mpe/2020/8583943.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
hybridOpen access status per OpenAlex
- OA URL
-
https://downloads.hindawi.com/journals/mpe/2020/8583943.pdfDirect OA link when available
- Concepts
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Similarity (geometry), Dynamic time warping, Block (permutation group theory), Petroleum exploration, Artificial intelligence, Drilling, Trajectory, Geology, Directional drilling, Pattern recognition (psychology), Feature (linguistics), Computer science, Engineering, Computer vision, Mathematics, Image (mathematics), Geometry, Petroleum, Mechanical engineering, Linguistics, Physics, Paleontology, Philosophy, AstronomyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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1Total citation count in OpenAlex
- Citations by year (recent)
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2022: 1Per-year citation counts (last 5 years)
- References (count)
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7Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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