Publications

Journal articles

February 2016

Sequential approach to joint flow‐seismic inversion for improved characterization of fractured media

Peter K. Kang, Yingcai Zheng, Xinding Fang, Rafal Wojcik, Dennis McLaughlin, Stephen Brown, Michael C. Fehler, Daniel R. Burns, Ruben Juanes

Abstract

Seismic interpretation of subsurface structures is traditionally performed without any account of flow behavior. Here we present a methodology for characterizing fractured geologic reservoirs by integrating flow and seismic data. The key element of the proposed approach is the identification—within the inversion—of the intimate relation between fracture compliance and fracture transmissivity, which determine the acoustic and flow responses of a fractured reservoir, respectively. Owing to the strong (but highly uncertain) dependence of fracture transmissivity on fracture compliance, the modeled flow response in a fractured reservoir is highly sensitive to the geophysical interpretation. By means of synthetic models, we show that by incorporating flow data (well pressures and tracer breakthrough curves) into the inversion workflow, we can simultaneously reduce the error in the seismic interpretation and improve predictions of the reservoir flow dynamics. While the inversion results are robust with respect to noise in the data for this synthetic example, the applicability of the methodology remains to be tested for more complex synthetic models and field cases.
Key Points: Coupled flow‐seismic inversion is proposed for fractured media characterization Novel seismic inversion provides the structural organization of compliance field Inversion with flow data constrains rock‐physics model and seismic error model.

Acknowledgements

This work was funded by Eni S.p.A. through the Multiscale Reservoir Science Project within the Eni‐MIT Energy Initiative Founding Member Program. P.K.K. gratefully acknowledges support from the Korean Ministry of Land, Infrastructure and Transport (15AWMP‐B066761‐03). We thank the Society of Exploration Geophysicists to give us the permission to reprint the figures on the double‐beam method (http://dx.doi.org/10.1190/geo2012-0512.1). The data to reproduce the work can be obtained from the corresponding author: Ruben Juanes (juanes@mit.edu).

Research Areas
MITEI Author
Professor
Department of Civil and Environmental Engineering

We're hiring! Learn more and apply