Pressure Detrending for Harmonic Pulse Test Data Preprocessing

D. Viberti, E. S. Borello, F. Verga
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Abstract

Harmonic Pulse testing was developed as a form of well testing that can be applied during ongoing production or injection operations. A pulsed signal is superimposed to the background pressure trend thus no interruption of well and reservoir production is required before and during the test. The pulsed pressure and rate signal analysis is performed in the frequency domain; to this end, the pressure and the rate signals need to be decomposed into harmonic components. The derivative of the harmonic components in the frequency domain can then be analyzed similarly to a conventional well test. In practice the interpretability of the derivative of the harmonic components can be significantly improved if the pressure trend to which the pressure pulses are superimposed is removed, i.e. a detrending of the pressure data is performed prior to well test interpretation. In the present paper, the results obtained after applying different detrending methodologies to pressure data recorded during pulse tests in different reservoir conditions are presented and discussed. Analyses on synthetic test data proved that polynomial detrending is effective in removing the pressure trend induced by field depletion and constant well interference but cannot deal with transient effect related to preexisting rate history or ongoing production changes. Conversely, some of the detrending algorithms based on a heuristic approach are very effective to remove both. Moreover, detrended data can be further regularized by excluding anomalous cycles from the analysis, i.e. cycles that do not respect the designed test periodicity, such as in the case of well interference and/or temporary interruption of the pressure pulses during the execution of the test. The adoption of an effective detrending strategy can considerably improve the quality of the pressure data obtained from harmonic pulse tests and thus the test interpretability. Therefore, it offers the possibility of overcoming the limitation of applicability due to the difficulty of imposing a regularly pulsing rate for the whole test duration (typically lasting several days). This makes harmonic pulse tests very attractive for well performance monitoring, as in gas storage fields.
谐波脉冲试验数据预处理的压力趋势分析
谐波脉冲测试是一种井测试形式,可以在正在进行的生产或注入作业中应用。脉冲信号叠加到背景压力趋势上,因此在测试之前和测试过程中不需要中断油井和油藏的生产。在频域对脉冲压力和速率信号进行分析;为此,需要将压力和速率信号分解为谐波分量。然后,谐波分量在频域的导数可以像常规试井一样进行分析。在实践中,如果去除叠加压力脉冲的压力趋势,即在试井解释之前对压力数据进行去趋势处理,则谐波分量导数的可解释性可以得到显著提高。本文介绍并讨论了在不同储层条件下脉冲试验中所记录的压力数据应用不同的去趋势方法所得到的结果。对综合测试数据的分析证明,多项式去趋势可以有效地消除由油田枯竭和持续井干扰引起的压力趋势,但不能处理与先前存在的产量历史或正在进行的产量变化相关的瞬态影响。相反,一些基于启发式方法的去趋势算法可以非常有效地去除两者。此外,通过从分析中排除异常周期(即不符合设计测试周期的周期,例如在测试执行过程中发生井干扰和/或压力脉冲暂时中断的情况下),可以进一步正则化非趋势数据。采用有效的去趋势策略可以大大提高谐波脉冲试验压力数据的质量,从而提高试验的可解释性。因此,它提供了克服适用性限制的可能性,因为难以在整个测试期间(通常持续几天)施加有规律的脉冲率。这使得谐波脉冲测试在气井动态监测中非常有吸引力,比如在储气井中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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