Identification of Collector Properties of Relaxational-deformable Gas Stratum Based on the Development History Data
Author(s):
Azay ogly Khasay
SOCAR, Oil and Gas Research and Design Institute
Head of the Laboratory “Nanotechnology in Oil and Gas production”
Senior Researcher, Doctor of Technical Sciences
feyzullayevxasay@gmail.com
Mubariz Sevdimaly ogly Khalilov
Baku State University
Head of the Department of “Informatics”
Associate Professor, Candidate of Physical and Mathematical Sciences
khalilov_mubariz@mail.ru
Bunyad Zinhar ogly Kazymov
Institute of Oil and Gas of the National Academy of Sciences of Azerbaijan
Head of the Department “Technical-technological and economic problems
of the development of hydrocarbon deposits”
Candidate of Technical Sciences
bunyadkazymov1969@gmail.com
Abstract:
Improvement of efficiency of oil and gas reservoir development
is directly connected with the reliability of the implemented
development project, characterized by its full adequacy to the
reservoir conditions. Such adequacy in designing the development
of oil and gas reservoirs is most often ensured by providing
comprehensive informativeness of the implemented reservoir
hydrogasdynamic model, even with insufficient information about
the physical and geological characteristics of the model.
Due to the great diversity of these characteristics that directly
affect development indicators, and the need to know them during
the reservoir development process, the said adequacy of the
implemented development project is established by using the
effective algorithms, which maximally take into account these
aspects of providing comprehensive informativeness of the
implemented reservoir hydrogasdynamic model, one of which is
the identification algorithm. The implementation of this
algorithm can identify the physical and geological characteristics
of the reservoir system hydrogasdynamic model being implemented,
using the reservoir development data for the previous periods
(according to the development history). In view of the above,
the article proposes a method for identification of
filtration-capacitative parameters of the relaxation-deformed
reservoir based on the model of real gas filtration in the
gas mode, using data from the development history. This
technique makes it possible to simulate changes (to carry
out identified determination) of permeability and porosity
in all points of the relaxation-deformable gas reservoir,
as well as to obtain a corresponding gas-dynamic predictive
model of development.
Keywords
- identification
- permeability
- porosity
- real gas
- relaxation
References:
- Fejzullaev X. A. Chislennoe issledovanie zadach teorii nestacionarnoj fil'tracii gaza i gazokondensatnoj smesi v poristoj srede. Kand. Diss. [Numerical study of the problems of the theory of non-stationary filtration of gas and gas-condensate mixture in a porous medium. Kand. Diss. ], Baku, 1992
- Zakirov S. N. Razrabotka gazovyh, gazokondensatnyh i neftegazokondensatnyh mestorozhdenij [Development of gas, gas condensate and oil and gas condensate fields]. Moscow, Struna, 1998. 628
- Mirzadzhanzade A. H., Hasanov M. M., Bahtizin R. N. Modelirovanie processov neftegazodobychi. Nelinejnost', neravnovesnost', neopredelennost' [Modeling of oil and gas production processes. Non-linearity, non-equilibrium, uncertainty. ]. Moscow, Izhevsk, Ins. komp'yut. issled. Publ., 2004. 368 s
- Oliver D. S., Reynolds A. C., Liu N. Inverse Theory for Petroleum Reservoir Characterization and History Matching [Inverse Theory for Petroleum Reservoir Characterization and History Matching]. Cambridge, Cambridge University Press Publ., 2008. 394 p
- Chavent G., Lemmonier P., Dupuy M. [History matching by use of optimal control theory]. Society of Petrolum Engineers Journal, 1975; (1):74-86. (In Engl. )
- Zakirov E. S. Trekhmernye mnogofaznye zadachi prognozirovaniya, analiza i regulirovaniya razrabotki mestorozhdenij nefti i gaza [Three-dimensional multiphase problems of forecasting, analysis and regulation of oil and gas field development]. Moscow, Graal' Publ., 2001. 303 (In Russ. )
- Jalalov G. I., Guliyev H. F., Feyzullayev Kh. A., Damirov A. A. [Parametrical identification of the filtration models of gas with condensed mixture]. An International Journal Applied and computational mathematics, 2008; (2):214− 222. (In Engl. )
- Jansen J. D. [Adjoint-based optimization of multi-phase flow through porous media: a review]. Computers & Fluids, 2011; (1):40-51. (In Engl. )
- Oliver D., Chen Y. [Recent progress on reservoir history matching: a review]. Computational Geosciences, 2011; (1):185-221. (In Engl. )
- Abasov M. T., Dzhalalov G. I., Fejzullaev X. A. [Identification of parameters of the hydrodynamic model of a gas condensate deposit]. Izvestiya NAN Azerbajdzhana. Nauki o Zemle, 2008; (2): 78-90. (In Russ. )
- Zakirov E. S., Indrupskiy I. M., Liubimova O. V., Shiriaev I. M., Anikeev D. P. [Geostatistically consistent history matching of 3D oil-and-gas reservoir models]. Doklady Earth Sciences, 2017; (2): 1120-1124. (In Engl. )
- Kuliev A. M., Kazymov B. Z. Deformaciya gornyh porod i ee vliyanie na ih fil'tracionno-emkostnye svojstva i na processy fil'tracii i razrabotki mesto-rozhdenij nefti i gaza [Deformation of rocks and its influence on their filtration and capacitance properties and on the processes of filtration and development of oil and gas fields]. Baku, Elm Publ., 2009. 88 s
- Vasil'ev F. P. Metody resheniya ekstremal'nyh zadach [Methods for solving extreme problems]. Moscow, Nauka Publ., 1980. 400 s
- Aziz H., Settari E. Matematicheskoe modelirovanie plastovyh sistem: per. s anglijskogo [Mathematical modeling of reservoir systems: trans. from English. ]. Moscow, Nedra Publ., 1982. 407