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Myths and Facts of Forecasting Horizontal Well Production in Unconventional Reservoirs – Are We Complicating a Simple Analysis?

机译:在非传统水库预测水平井生产的神话和事实 - 我们是否复杂化了一个简单的分析?

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Accurate prediction of long-term performance of multi-frac horizontal wells (MFHW) targeting unconventional reservoirs is still a challenge due to variability in reservoir properties, well spacing, stimulation design, and production optimization strategies. The use of type curves to normalize the aforementioned variables has been adopted by operating companies mainly for reserves booking and as a benchmark for well performance. This paper presents a simple yet powerful methodology to create a Permian Basin universal oil type curve that is easily scaled based solely on 1-year cumulative production. The proposed method employs a correlation between 1-year cumulative production and estimated ultimate recovery (EUR) to explain the dynamic behavior of MFHW. The case studies include history-matched simulation cases and actual data from horizontal wells in multiple basins with at least two years of production history. The population of wells include nano- to micro-Darcy rocks in the Permian Basin. These formations have wide ranges in initial reservoir pressures, rock and fluid properties, well spacing, stimulated reservoir volume (SRV), flowback, and artificial lift strategies. EUR values per well were generated via numerical modeling using a production history match. Our results show that the ratio of early to late production is independent of rock and fluid properties, stimulation design, well spacing, and production optimization strategies. The results show that 1-year cumulative volume is a good proxy for well performance driven by subsurface dynamic and static properties. The correlations developed should be a valuable supplementary tool when analyzing well performance by arriving at a reasonable range of oil EUR for a specific 1-year cumulative oil volume. The main application of this paper is to simplify the type curve process by creating a universal type curve that removes any bias when conducting decline curve analysis and narrows uncertainty in the EUR. While this methodology does not eliminate the need to do a more thorough analysis of unconventional wells, the results show that a simplistic parameter like 1-year cumulative oil volume can be extremely useful in predicting long-term well performance with an acceptable level of uncertainty (± 15%). This paper also has numerous applications in evaluating best practices related to well spacing, landing point sensitivities, and field development planning, to name a few. The results from this paper might serve to remove bias in MFHW production forecasting and provide reproducible forecast.
机译:精确预测多维Frac水平井(MFHW)的长期性能,瞄准非常规储层仍然是由于储层性质,井间距,刺激设计和生产优化策略的变化仍然是一项挑战。使用类型曲线来规范化上述变量的运营公司主要用于储备预订和作为井性能的基准。本文提出了一种简单而强大的方法,可以创建一个超级盆地通用油型曲线,这些曲线很容易基于1年累计生产。该方法采用了1年累积生产和估计的最终恢复(EUR)之间的相关性来解释MFHW的动态行为。案例研究包括历史匹配的模拟案例和来自多个盆地中水平井的实际数据,其中多个盆地具有至少两年的生产历史。井的人口包括纳米盆地的微达西岩石。这些地层在初始储层压力,岩石和液体性质,井间距,刺激的储层体积(SRV),回流和人工升力策略中具有广泛的范围。通过使用生产历史匹配的数值建模产生每孔孔的欧元。我们的研究结果表明,早期生产的比例与岩石和流体性质,刺激设计,井间距以及生产优化策略无关。结果表明,通过地下动态和静态属性驱动的井性能,1年累计量是一个很好的代理。在为特定的1年累积油量的合理范围的油欧抵达时,在分析井的性能时,应成为一个有价值的补充工具。本文的主要应用是通过创建通用型曲线来简化类型曲线过程,该曲线在进行衰落曲线分析时除去任何偏差,并在欧元中缩小不确定性时。虽然这种方法不能消除对非传统井的更彻底分析的需要,但结果表明,一种简单的参数,如1年的累积油量,在预测长期井的性能下,具有可接受的不确定性( ±15%)。本文还具有许多应用在评估与​​井间距,着陆点敏感度和现场开发规划相关的最佳实践,以命名几个。本文的结果可能有助于消除MFHW生产预测中的偏差,并提供可重复的预测。

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