Integration of Time-Lapse Seismic Data Using the Onset Time Approach:The Impact of Seismic Survey Frequency

摘要

The seismic inversion method using the seismic onset times has shown great promise for integrating real-continuous seismic surveys for updating geologic models.However,due to the high cost of seismic surveys,such frequent seismic surveys are not commonly available.In this study,we focus on analyzing the impactof seismic survey frequency on the onset time approach,aiming to extend the advantages of onset timeapproach when infrequent seismic surveys are available.To analyze the impact of seismic survey frequency on the onset time approach,first,we conduct asensitivity analysis based on the frequent seismic survey data(over 175 surveys)of steam injection in aheavy oil reservoir(Peace River Unit)in Canada.The calculated onset time maps based on seismic surveydata sampled at various time intervals from the frequent data sets are compared to examine the need andeffectiveness of interpolation between surveys.Additionally,we compare the onset time inversion with thetraditional seismic amplitude inversion and quantitatively investigate the nonlinearity and robustness forthese two inversion methods.The sensitivity analysis shows that using interpolation between seismic surveys to calculate the onsettime an adequate onset time map can be extracted from the infrequent seismic surveys.This holds goodas long as there are no changes in the underlying physical mechanisms during the interpolation period.A 2D waterflooding case demonstrates the necessity of interpolation for large time span between theseismic surveys and obtaining more accurate model update and efficient data misfit reduction during theinversion.The SPE Brugge benchmark case shows that the onset time inversion method obtains comparablepermeability update as the traditional seismic amplitude inversion method while being much more efficient.This results from the significant data reduction achieved by integrating a single onset time map rather thanmultiple sets of amplitude maps.The onset time approach also achieves superior convergence performanceresulting from its quasi-linear properties.It is found that the nonlinearity of the onset time method can besmaller than that of the amplitude inversion method by several orders of magnitude.