Neftyanaya Provintsiya 

No.2(14),2018

SELECTING OPTIMAL PROCEDURE OF CLUSTERING DATA FROM GEOMECHANICAL MODELING FOR HYDRAULIC FRACTURING DESIGN

Pavlyukov N.A., Pavlov V.A., Melikov R.F., Ptashnyi A.V., Polyakov D.A., Samoilov M.I., Prokhorov A.V., Korolev A.Yu., Shakirov R.R.

DOI https://doi.org/10.25689/NP.2018.2.88-99

PP.88-99

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Abstract

Hydraulic fracturing is one of the most common methods to enhance oil recovery all over the world. Taking into account changes of stress-strain properties and stresses along the wellbore calculated using well log data from correlations based on core analyses significantly improves quality of estimated parameters of hydraulic fracture geometry. This paper reviews the problem of geomechanical models incorporation into fracturing design. Several options of geomechanical modeling data adaptation have been offered to optimize fracture design. Based on engineering analyses, pilot projects have been implemented in three wells. Downhole logging, including full-wave acoustic logging, noise logging, and pulsed neutron logging with tracer injection confirmed matching between model parameters and actual hydraulic fracture geometry.

Key words:

geomechanical modeling, fracture design, clustering, fullwave acoustic logging, pulsed neutron logging, hydraulic fracturing

References

 

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Authors

Pavlyukov N.A., Manager, OOO Tyumenskyi neftyanoi nauchnyi tsentr (Tyumen Petroleum Research Center), Tyumen, Russia Email: napavlyukov@tnnc.rosneft.ru

Pavlov V.A., PhD, Expert, OOO Tyumenskyi neftyanoi nauchnyi tsentr (Tyumen Petroleum Research Center), Tyumen, Russia Email: vapavlov4@tnnc.rosneft.ru

Melikov R.F., Chief Manager, OOO Tyumenskyi neftyanoi nauchnyi tsentr (Tyumen Petroleum Research Center), Tyumen, Russia Email: rfmelikov@tnnc.rosneft.ru

Ptashnyi A.V., Chief Specialist, OOO Tyumenskyi neftyanoi nauchnyi tsentr (Tyumen Petroleum Research Center), Tyumen, Russia Email: avptashnyi@tnnc.rosneft.ru

Polyakov D.A., Chief Specialist, OOO Tyumenskyi neftyanoi nauchnyi tsentr (Tyumen Petroleum Research Center), Tyumen, Russia Email: dapolyakov4@tnnc.rosneft.ru

Samoilov M.I., Head of Hydraulic Fracturing Engineering Department, OOO RN-Tsentr ekspertnoi podderzhki GRP i technicheskogo razvitiya (RN-Center of expert support and technical development), Tyumen, Russia Email: MISamoilov@ceptr.rosneft.ru

Prokhorov A.V., Senior manager, OOO RN-Tsentr ekspertnoi podderzhki GRP i technicheskogo razvitiya (RN-Center of expert support and technical development), Tyumen, Russia Email: avprokhorov2@ceptr.rosneft.ru

Korolev A.Yu., Chief Geologist, OOO Kynsko-Chaselskoye neftegaz, Gubkinsky, the Yamalo-Nenets Autonomous District, Russia Email: KorolevAYu@kchn.ru

Shakirov R.R., Head of Licensing and Subsurface Management Department, OOO KynskoChaselskoye neftegaz, Gubkinsky, the Yamalo-Nenets Autonomous District, Russia Email: ShakirovRR@kchn.ru

For citation:

N.A. Pavlyukov, V.A. Pavlov, R.F. Melikov, A.V. Ptashnyi, D.A. Polyakov, M.I. Samoilov, A.V. Prokhorov, A.Yu. Korolev, R.R. Shakirov Podbor optimal'nyh metodik klasterizacii dannyh po rezul'tatam geomehanicheskogo modelirovanija dlja planirovanija dizajnov grp [Selecting optimal procedure of clustering data from geomechanical modeling for hydraulic fracturing design]. Neftyanaya Provintsiya, No. 1(13), 2018. pp.88-99. https://doi.org/10.25689/NP.2018.2.88-99 (in Russian)