Statistical modeling of oil reservoir life cycle | Zendy

Baghir A. Suleimanov | Zendy; F. S. Ismayilov | Zendy; O. A. Dyshin | Zendy; S. S. Keldibayeva | Zendy

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Statistical modeling of oil reservoir life cycle

Author(s) -

Baghir A. Suleimanov,

F. S. Ismayilov,

O. A. Dyshin,

S. S. Keldibayeva

Publication year - 2021

Publication title -

scientific petroleum

Language(s) - English

Resource type - Journals

eISSN - 2789-0988

pISSN - 2789-0163

DOI - 10.53404/sci.petro.0210200015

Subject(s) - structuring , stage (stratigraphy) , oil field , oil production , kalman filter , petroleum engineering , production (economics) , environmental science , computer science , ensemble kalman filter , extended kalman filter , geology , business , economics , paleontology , finance , macroeconomics , artificial intelligence

Based on statistical analysis, a method of stage-by-stage structuring and allocation of the boundaries of the stages of oil field development is proposed. The procedures for calculating the remaining recoverable reserves and the time to reach the maximum level of current oil production are given. Based on the values of accumulated oil production at the final stage of development, using the adaptive Kalman filter, forecasts of oil production are constructed in discrete time and estimates of the possibility of achieving design indicators with the existing development system are given. Keywords: Stage-to-stage structuring; Development stages; Forecast of recoverable reserves; Predicted oil production; Kalman filter.

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