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Accurate Microseismic Event Location Inversion Using a Gradient-Based Method

机译:使用基于梯度的方法准确的微震事件位置反演

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From the microseismic data collected during multi-stage hydraulic fracturing, we may pick out the first arrival times for both P- and S-waves for each event and at each geophone. With triaxial geophones, the azimuths of the events may be derived from the hodograms. The P- and S-wave arrival times contain the distance information from the event location to the geophones as well as the event initiating time. The azimuth from hodograms gives the orientation information of the event locations. Inverting these interpreted microseismic data yields the event location parameters, which can be used to characterize the hydraulic fractures for reservoir modeling. This paper presents an efficient gradient-based microseismic event location inversion method. The forward model that is used to calculate the first arrival times is the finite-difference solution of the Eikonal equation. A novel method is devised to obtain the gradient of the first arrival times to the event location parameters in addition to the first arrival times in one forward model run. The method is applied to a realistic multilayer shale gas reservoir with a horizontal well and several stages of hydraulic fractures. The results show that the first arrival times obtained from the surface geophones yield better event location parameter estimation assuming we can pick up the events from the surface geophone signal. When the geophones are placed downhole in nearby wells, the inverted event locations are less accurate than the ones with surface geophones but can have a relative good characterization fo the fracture propagation.
机译:从多级液压压裂期间收集的微震数据,我们可以为每个事件和每个地理孔处挑选第一次的P-和S波。利用三轴地震检塞器,事件的方位角可以源自震动图。 P-和S波到达时间包含从事件位置到地理位音的距离信息以及事件启动时间。来自Hodographs的方位角给出了事件位置的方向信息。反转这些解释的微震数据产生的事件位置参数,可用于表征储层建模的液压骨折。本文提出了一种有效的基于梯度的微震事件位置反演方法。用于计算第一到达时间的前向模型是Eikonal方程的有限差分解决方案。除了一个前进模型运行中的第一到达时间之外,设计了一种新颖的方法,以便在第一到达时间之外将第一到达时间的梯度获得到事件位置参数。该方法应用于具有水平井和液压裂缝的几个阶段的现实多层页岩气藏。结果表明,假设我们可以从表面地震检波器信号拾取事件,从表面地震孔获得的第一个到达时间产生更好的事件位置参数估计。当从附近的井中放置井下井下时,倒置事件位置比具有表面地震检头的倒置更加准确,但可以具有相对良好的裂缝传播表征。

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