SPE Reservoir Evaluation & Engineering
Volume 14,
Number 4,
August 2011,
pp. 433-445
Summary
This paper presents a novel data-mining method to characterize the flow
units between injection and production wells in a waterflood, using carefully
implemented variations in injection rates. The method allows the computation of
weight factors representing the influence of any of the injectors surrounding a
given producer. The weight factors are used to characterize the effective
contribution of injection wells to the total gross production in surrounding
production wells. A wavelet approach is used to design the perturbation in the
injection rates and to analyze the observed variations in the gross production
rates.
Tracking the contribution of injectors to various producers can help in
balancing voidage replacement in waterflood optimization. A second application
is reservoir characterization, in which information provided by the proposed
procedure can help in mapping high-permeability flow units such as channels and
fractures as well as flow barriers between wells. The method was calibrated and
tested successfully for simulated line-drive and five-spot patterns with
various assumed flow units and flow-heterogeneity conditions. The paper also
includes a case study for a tight-formation waterflood in which the weight
factors are intended to delineate the pattern of natural high-permeability
channels causing preferential flows.
© 2011. Society of Petroleum Engineers
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History
- Original manuscript received:
27 January 2010
- Meeting paper published:
30 March 2008
- Revised manuscript received:
17 February 2011
- Manuscript approved:
29 April 2011
- Published online:
12 August 2011
- Version of record:
15 August 2011