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- W2045162253 abstract "Abstract In this paper we present a practical methodology for updating the reservoir simulation model by incorporating permeability derived directly from time-lapse seismic data. The proposed method builds new permeability distributions by integrating the prior 3D simulation model with 2D permeability maps from the time-lapse seismic results. Application of this approach to a West of the Shetland Isles turbidite field under waterflood shows that the misfit to the water cut data can be improved. The updates using this procedure appear to provide a good alternative to those obtained using a conventional gradient based history matching tool on its own. The main advantage of our methodology is the ease of implementation but also that the largely uncertain petroelastic model can be avoided when history matching to the time-lapse seismic data. Introduction New high resolution 4D seismic acquisition techniques have led to many advances, especially in static reservoir property estimation. A common question in the reservoir engineering context is how far can time-lapse seismic go when it is used to refine the flow simulation model. After years of significant research into the time-lapse analysis of reservoir properties such as fault location, flow barriers or high permeability pathways (Floricich et al. 2008), time-lapse seismic is now extending its value from the qualitative to the quantitative. This is of considerable benefit as time-lapse seismic can play a unique role in providing measurements across the field with a favorable resolution compared to conventional tools such as well testing. For the quantitative route, although time-lapse seismic seems to be progressing in solving the challenges such as pressure/saturation change separation (Landrø 2001, MacBeth et al. 2006) fewer researchers have been successful in estimating reservoir properties such as permeability. Permeability is a reservoir property that has a first order of impact on simulation model predictions, and is important for optimising the simulation model predictions. In recent years, much research has been devoted to the development of a history matching process (Villegas et al. 2006) or seismic history matching process (Mezghani et al. 2004, Stephen and MacBeth 2006) to estimate the permeability in an iterative fashion using an objective function matched exactly to the seismic data. However fewer authors have investigated the direct transform of time-lapse seismic attributes into average permeability maps of the reservoir. Updating the permeability of simulation models using this approach has been investigated before based on the trajectories but without using prior reservoir simulation models (Vasco et al. 2004). Direct estimation of reservoir properties from 4D seismic, by transformation procedures similar to those used to carry out the estimation of properties like porosity and net-to-gross, now appears to be one viable approach (Al-Maskeri and MacBeth 2006; Johann et al. 2009). However one major drawback of all approaches is that the permeability is defined as a 2D map and not a 3D volume. The current work addresses this challenge by designing a scheme to effectively integrate the depth-averaged, mapped estimates from seismic to update the 3D permeability field from the simulation model. To examine the benefits of this approach, we compare our results with the conventional history matching of production data." @default.
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- W2045162253 date "2009-10-19" @default.
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- W2045162253 title "Permeability Updating of the Simulation Model Using 4D Seismic Data" @default.
- W2045162253 doi "https://doi.org/10.2118/125632-ms" @default.
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