QUANTITATIVE INTERPRETATION OF TIME-LAPSE SEISMIC MONITORING UTILIZING VSP DATA FROM FARNSWORTH FIELD UNIT: ROCK PHYSICS AND WAVEFORM MODELING
In this work, we present the current status of the reservoir fluid and rock physics studies which are fundamental to the interpretation and integration of time-lapse seismic data for reservoir surveillance. A Petro-Elastic Model (PEM) was developed to relate the changes in the elastic properties to the petrophysical properties of the saturated rock. A comprehensive fluid analysis and rock physics modeling was performed using the site characterization data and results from the reservoir modeling studies. The results of the fluid studies were combined with the output from the rock-physics analysis to forward model the seismic velocities using Biot-Gassmann’s equation. Measured time-lapse compressional velocities, inverted from the field VSP, formed the observed datasets for the study. An assisted history matching workflow was applied to calibrate the simulated velocities using the field time-lapse seismic velocity measurements. The mismatch between the predicted and measured time-lapse velocities were minimized iteratively using a trained neural network proxy (ANN) coupled with a Particle Swarm Optimizer (PSO). The results from the simulation study indicated that the changes in the seismic velocities were negligible. Gassmann’s fluid substitution modeling results showed that the rock framework excessively masked the subtle changes in the reservoir fluid properties. The inclusion of the rock matrix in the Fluid substitution resulted in a P-wave velocity change below 1%. As a result, seismic waveforms were generated to evaluate the impact of CO2 injection on the reflection amplitudes and traveltimes. The waveforms generated for the simulated and the actual time-lapse VSP revealed minimal amplitude differences for the baseline-monitor survey pairs.