Zonal rate allocation in intelligent wells

K. M. Muradov, D. R. Davies

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)

Abstract

Intelligent well system technology enables continuous downhole monitoring and zonal production control. Knowledge of zonal multiphase rates in real time gives the ability to flexibly respond to changes in the well and reservoir performance; leading to recovery optimization, etc. Frequently, only pressure and temperature data are measured downhole. Solution of the zonal flow rate calculation problem solely on the basis of these values is possible using mathematical optimization methods along with soft-sensing tools. This paper presents a method of automatic zonal rate allocation for intelligent wells based on measured downhole pressure and temperature data. A group of mathematical optimization algorithms is used for the rate allocation at a particular time. The inverse problem is solved by matching the calculated, downhole pressure and temperature values with those measured (possibly with limited accuracy) at certain positions. A further step illustrates the application of soft-sensing methods to data measured in real-time. The potential for system parameter calibration and influx detection will be discussed. The resulting, zonal flow rate allocation techniques are tested on synthetic and real data, which illustrates their use as the basis of a comprehensive workflow for the control of intelligent wells and fields. Copyright 2009, Society of Petroleum Engineers.

Original languageEnglish
Title of host publicationSociety of Petroleum Engineers - 71st European Association of Geoscientists and Engineers Conference and Exhibition 2009
Pages3718-3731
Number of pages14
Volume6
Publication statusPublished - 2009
Event71st European Association of Geoscientists and Engineers Conference and Exhibition 2009 - Amsterdam, Netherlands
Duration: 8 Jun 200911 Jun 2009

Conference

Conference71st European Association of Geoscientists and Engineers Conference and Exhibition 2009
CountryNetherlands
CityAmsterdam
Period8/06/0911/06/09

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  • Cite this

    Muradov, K. M., & Davies, D. R. (2009). Zonal rate allocation in intelligent wells. In Society of Petroleum Engineers - 71st European Association of Geoscientists and Engineers Conference and Exhibition 2009 (Vol. 6, pp. 3718-3731)