| 000 | 03073nla2a2200445 4500 | ||
|---|---|---|---|
| 001 | 649495 | ||
| 005 | 20231030040913.0 | ||
| 035 | _a(RuTPU)RU\TPU\network\14657 | ||
| 035 | _aRU\TPU\network\14656 | ||
| 090 | _a649495 | ||
| 100 | _a20160726a2016 k y0engy50 ba | ||
| 101 | 0 | _aeng | |
| 102 | _aGB | ||
| 105 | _ay z 100zy | ||
| 135 | _adrcn ---uucaa | ||
| 181 | 0 | _ai | |
| 182 | 0 | _ab | |
| 200 | 1 |
_aBazhenov Fm Classification Based on Wireline Logs _fD. A. Simonov, V. E. Baranov, N. V. Bukhanov |
|
| 203 |
_aText _celectronic |
||
| 225 | 1 | _aWell drilling | |
| 300 | _aTitle screen | ||
| 320 | _a[References: 4 tit.] | ||
| 330 | _aThis paper considers the main aspects of Bazhenov Formation interpretation and application of machine learning algorithms for the Kolpashev type section of the Bazhenov Formation, application of automatic classification algorithms that would change the scale of research from small to large. Machine learning algorithms help interpret the Bazhenov Formation in a reference well and in other wells. During this study, unsupervised and supervised machine learning algorithms were applied to interpret lithology and reservoir properties. This greatly simplifies the routine problem of manual interpretation and has an economic effect on the cost of laboratory analysis. | ||
| 461 | 0 |
_0(RuTPU)RU\TPU\network\2499 _tIOP Conference Series: Earth and Environmental Science |
|
| 463 | 0 |
_0(RuTPU)RU\TPU\network\14178 _tVol. 33 : Contemporary Issues of Hydrogeology, Engineering Geology and Hydrogeoecology in Eurasia _oAll-Russian Scientific Conference with International Participation on Contemporary Issues, 23–27 November 2015, Tomsk, Russia _v[012034, 5 p.] _d2016 |
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| 610 | 1 | _aэлектронный ресурс | |
| 610 | 1 | _aтруды учёных ТПУ | |
| 610 | 1 | _aкаротажные диаграммы | |
| 610 | 1 | _aбаженовская свита | |
| 610 | 1 | _aмашинное обучение | |
| 610 | 1 | _aскважины | |
| 610 | 1 | _aлабораторный анализ | |
| 700 | 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 |
|
| 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 _c20161129 _gRCR |
|
| 856 | 4 | _uhttp://dx.doi.org/10.1088/1755-1315/33/1/012034 | |
| 856 | 4 | _uhttp://earchive.tpu.ru/handle/11683/33992 | |
| 942 | _cCF | ||