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...

पूर्ण विवरण

में बचाया:

ग्रंथसूची विवरण
मुख्य लेखकों:	Bondarenko, M. A., Бондаренко, М. А.
स्वरूप:	Статья
भाषा:	English
प्रकाशित:	European Association of Geoscientists and Engineers, EAGE 2018
विषय:	Cluster analysis Earth sciences Functions Petroleum reservoirs Reduction Well logging Analysis of variance (ANOVA)
ऑनलाइन पहुंच:	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
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