| 000 | 03003nlm0a2200349 4500 | ||
|---|---|---|---|
| 001 | 650140 | ||
| 005 | 20231030040935.0 | ||
| 035 | _a(RuTPU)RU\TPU\network\15335 | ||
| 090 | _a650140 | ||
| 100 | _a20160914a2016 k y0rusy50 ba | ||
| 101 | 0 | _arus | |
| 105 | _ay z 100zy | ||
| 135 | _adrcn ---uucaa | ||
| 181 | 0 | _ai | |
| 182 | 0 | _ab | |
| 200 | 1 |
_aClassification of the Bazhenov Formation Using Well Logs (R Field) _fD. A. Simonov [et al.] |
|
| 203 |
_aТекст _cэлектронный |
||
| 225 | 1 | _aExploration & Production in Unconventional Reservoirs | |
| 300 | _aTitle screen | ||
| 330 | _aThis paper consider the main aspects of the Bazhenov formation interpretation and applying of machine learning algorithms in cases a of Kolpashev type section of the Bazhenov formation. Application of automatic algorithms of classification which would transfer the scale of research from small to large. Machine learning algorithms help to interpret the Bazhenov formation in reference well and in the other wells. During this work the unsupervised and supervised machine learning algorithms were applied to interpret the lithology and reservoir properties. This greatly simplifies the routine problem which deals with manual interpretation and has an economic effect deal with cost of laboratory analysis. | ||
| 333 | _aРежим доступа: по договору с организацией-держателем ресурса | ||
| 463 |
_tЧерез интеграцию геонаук - к постижению гармонии недр _oматериалы 7-ой Международной геолого-геофизической конференции, Санкт-Петербург, 11-14 апреля, 2016 г. _v[5 c.] _d2016 |
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| 610 | 1 | _aэлектронный ресурс | |
| 610 | 1 | _aтруды учёных ТПУ | |
| 701 | 1 |
_aSimonov _bD. A. _gDmitry Arturovich |
|
| 701 | 1 |
_aBaranov _bV. E. _cgeologist _chead of laboratory of Tomsk Polytechnic University _f1976- _gVitaliy Evgenievich _2stltpush _3(RuTPU)RU\TPU\pers\34015 |
|
| 701 | 1 |
_aBukhanov _bN. V. _cgeologist _cengineer of Tomsk Polytechnic University _f1986- _gNikita Vladimirovich _2stltpush _3(RuTPU)RU\TPU\pers\34016 |
|
| 701 | 1 |
_aBeschasova _bP. A. _cspecialist in the field of oil and gas business _cengineer at Tomsk Polytechnic University _f1990- _gPolina Anatoljevna _2stltpush _3(RuTPU)RU\TPU\pers\37261 |
|
| 712 | 0 | 2 |
_aНациональный исследовательский Томский политехнический университет (ТПУ) _bИнститут природных ресурсов (ИПР) _bЦентр подготовки и переподготовки специалистов нефтегазового дела (ЦППС НД) _bЛаборатория геологии месторождений нефти и газа (ЛГМНГ) _h5263 _2stltpush _3(RuTPU)RU\TPU\col\19125 |
| 801 | 2 |
_aRU _b63413507 _c20160914 _gRCR |
|
| 856 | 4 | _uhttp://dx.doi.org/10.3997/2214-4609.201600093 | |
| 942 | _cCF | ||