Integrating K-means clustering analysis and generalized additive model for efficient reservoir characterization

Integrating K-means clustering analysis and generalized additive model for efficient reservoir characterization

We present new efficient algorithm for modeling the formation permeability given the well logs and core petrophysical properties in addition to vertical facies classification for a well in sandstone formation in West Africa. Firstly, the k-mean cluster analysis has been used to obtain the vertical r...

Spremljeno u:

Bibliografski detalji
Glavni autori:	Bondarenko, M. A., Бондаренко, М. А.
Format:	Статья
Jezik:	English
Izdano:	European Association of Geoscientists and Engineers, EAGE 2018
Teme:	Cluster analysis Earth sciences Functions Petroleum reservoirs Reduction Well logging Analysis of variance (ANOVA)
Online pristup:	https://www.scopus.com/record/display.uri?eid=2-s2.0-84978710787&origin=resultslist&sort=plf-f&src=s&nlo=1&nlr=20&nls=afprfnm-t&affilName=North+caucasus+federal+university&sid=fac3bf863ed6a2befaa263cab61d19d7&sot=afnl&sdt=sisr&cluster=scopubyr%2c%222015%22%2ct&sl=53&s=%28AF-ID%28%22North+Caucasus+Federal+University%22+60070541%29%29&ref=%28Integrating+K-means+clustering+analysis+and+generalized+additive+model+for+efficient+reservoir+characterization%29&relpos=0&citeCnt=12&searchTerm= https://dspace.ncfu.ru/handle/20.500.12258/3783
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!

Similar Items

The use of multivariate statistical analysis methods in the process of tangible assets assortment optimization
od: Ushvitsky, L. I., i dr.
Izdano: (2018)

Cluster analysis as a tool for improving the performance of agricultural enterprises in the agro-industrial sector
od: Syromyatnikov, D. A., i dr.
Izdano: (2023)

Small business in Russian regions: development under crisis conditions
od: Berezhnaya, O. V., i dr.
Izdano: (2018)

Small business in Russian regions: development under crisis conditions
od: Berezhnaya, O. V., i dr.
Izdano: (2018)

Evaluation methods of regional transport systems performance efficiency
od: Berezhnaya, O. V., i dr.
Izdano: (2018)

Fracture modeling of carbonate reservoirs of Low Triassic Neftekumsk formation of hydrocarbon field in Petrel software
od: Sterlenko, Z. V., i dr.
Izdano: (2021)

Application of cluster analysis of the genus pinus various species essential oils terpene compounds for their taxonomic identification
od: Kapustin, M. А., i dr.
Izdano: (2022)

Complex modeling of the economic systems stability
od: Toroptsev, E. L., i dr.
Izdano: (2019)

Assessment of ecological state of the Chogray reservoir using remote sensing of the Earth (Stavropol Territory, Russia)
od: Trautvain, S. A., i dr.
Izdano: (2020)

Assessment compliance of qualitative food characteristics to standard requirements
od: Sadovoy, V. V., i dr.
Izdano: (2018)

Applying Deterministic Factor Analysis to Study Gas Well Operation
od: Shchekin, A. I., i dr.
Izdano: (2024)

Field classification of fractured reservoirs of crystalline basement
od: Shchekin, A. I., i dr.
Izdano: (2021)

Cluster management in the regional economy of the Russia: Formation and development
od: Barsukova, T. I., i dr.
Izdano: (2018)

Management of industrial clusters tutorial
od: Avilova, V. V.

Evolution of the geoecological state of the otkaznensky reservoir in the stavropol territory
od: Mishvelov, E. G., i dr.
Izdano: (2021)

Regional clusters in the strategy of achieving technological leadership
od: Novoselova, N. N., i dr.
Izdano: (2018)

Technology of testing shale reservoirs of Paleogene age on the territory of the Eastern Ciscaucasia
od: Saltanova, A. G., i dr.
Izdano: (2021)

Hydrogeological settings of sediments of the permo-triassic complex of the eastern ciscaucasia
od: Saltanova, A. G., i dr.
Izdano: (2019)

Drill cuttings control system in oil and gas companies
od: Kusov, G. V., i dr.
Izdano: (2021)

Prediction of the viscosity of liquid petroleum products
od: Boldyrev, D. V., i dr.
Izdano: (2021)

Server infrastructure virtualization for data centers
od: Mochalov, V. P., i dr.
Izdano: (2021)

Causes of reservoir filtration properties deterioration and restoration methods in the process of drilling and well completion
od: Verisokin, A. E., i dr.
Izdano: (2019)

Development of methodical approach on identification of cluster forms of the organization of economy of the traditional and agrarian region
od: Alekseeva, O. A., i dr.
Izdano: (2018)

Intellectual property management in modern Russian condi-tions
od: Parakhina, V. N., i dr.
Izdano: (2019)

A methodology for conducting hierarchical analysis of the development of local mono-product markets
od: Berezhnaya, O. V., i dr.
Izdano: (2018)

Increasing the efficiency of the development of hard-to-recovery oil and gas condensate field reserves by constructing multilateral horizontal wells
od: Verisokin, A. E., i dr.
Izdano: (2024)

Comparative Comprehensive Assessment of Agricultural Organizations Toolkit
od: Cheprakova, T. N., i dr.
Izdano: (2024)

Characterization of enamel and dentine about a white spot lesion: Mechanical properties, mineral density, microstructure and molecular composition
od: Rzhepakovsky, I. V., i dr.
Izdano: (2020)

Synthesis and investigation of cobalt containing nanoparticles morphology
od: Aref'eva, L. P., i dr.
Izdano: (2018)

Synthesis and investigation of cobalt containing nanoparticles morphology
od: Aref`eva, L. P., i dr.
Izdano: (2018)

Modeling the regional agro-elite's social position in rural areas' sustainable development system
od: Bulygina, T. A., i dr.
Izdano: (2021)

Political and economic analysis of the peculiarities of the modern anti-money laundering policy
od: Berezhnaya, O. V., i dr.
Izdano: (2020)

Practices of defining the notion of social entrepreneurship
od: Shapovalov, V. K., i dr.
Izdano: (2019)

A Load Balancing Method for a Data Center Computing Cluster
od: Mochalov, V. P., i dr.
Izdano: (2022)

The means of cognitive information conveyance in technical translation
od: Milostivaya, A. I., i dr.
Izdano: (2019)

Characterization and Atomic Simulation of Selenium Nanoparticles Stabilized with Sodium Lauryl Sulfate (SLS)
od: Blinova, A. A., i dr.
Izdano: (2024)

Gis-analysis for the purposes of the ecological framework formation and expansion of the network of protected natural areas (on the example of stavropol territory)
od: Shahbazyan, T. Z., i dr.
Izdano: (2021)

Comparative analysis of linear and non-linear free vibrations of harmonic oscillator
od: Kulterbaev, K. P., i dr.
Izdano: (2023)

Improvement of wear resistance of VK6, VK8, T5K10, and T15K6 hard alloys by volume pulsed laser hardening
od: Pinakhin, I. A., i dr.
Izdano: (2018)

Об оптимизации процессов нефтегазодобычи с помощью метода узлового анализа
od: Ливинцев, П. Н., i dr.
Izdano: (2018)