TY - GEN
T1 - Automatic seismic and production history matching in Nelson using different updating schemes
AU - Kazemi, A.
AU - Stephen, K. D.
PY - 2009
Y1 - 2009
N2 - Timelapse (4D) seismic is becoming a commonly used tool and helps reservoir engineers history match field data and make forecasts. Automated history matching processes are often restricted by large numbers of parameters that control changes to models. In this work we introduce and apply different parameter search strategies in the Nelson field. We reduce the volume of the parameter space heuristically by considering changes that are local within the reservoir and compare to those that are applied everywhere simultaneously. We find that we get similar results but local changes are applied more quickly if only one locality is modified at a time. We also investigate the improvements that are obtained through using time-laps seismic and report that seismic and production data are not always complimentary. In this study, production data is best used to modify reservoir properties near the well while seismic is more useful in the inter-well regions. Overall, improved seismic and production predictions were obtained and forecasts were also improved.
AB - Timelapse (4D) seismic is becoming a commonly used tool and helps reservoir engineers history match field data and make forecasts. Automated history matching processes are often restricted by large numbers of parameters that control changes to models. In this work we introduce and apply different parameter search strategies in the Nelson field. We reduce the volume of the parameter space heuristically by considering changes that are local within the reservoir and compare to those that are applied everywhere simultaneously. We find that we get similar results but local changes are applied more quickly if only one locality is modified at a time. We also investigate the improvements that are obtained through using time-laps seismic and report that seismic and production data are not always complimentary. In this study, production data is best used to modify reservoir properties near the well while seismic is more useful in the inter-well regions. Overall, improved seismic and production predictions were obtained and forecasts were also improved.
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M3 - Conference contribution
AN - SCOPUS:77149162397
SN - 9781615672363
T3 - 71st European Association of Geoscientists and Engineers Conference and Exhibition 2009: Balancing Global Resources. Incorporating SPE EUROPEC 2009
SP - 1748
EP - 1752
BT - 71st European Association of Geoscientists and Engineers Conference and Exhibition 2009
PB - Society of Petroleum Engineers
T2 - 71st European Association of Geoscientists and Engineers Conference and Exhibition 2009
Y2 - 8 June 2009 through 11 June 2009
ER -