The productivity and potential future recovery of the Bakken formation of North Dakota

M. Scott McNally , Adam R. Brandt
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引用次数: 25

Abstract

The Bakken shale and similar formations in North Dakota are a new, poorly characterized resource and the oil production potential of North Dakota is highly uncertain. To better understand this resource, we employ a least squares curve fitting method on 5773 wells in the Bakken, drilled from 2005 to mid-2013, fitting each well with hyperbolic decline (HD) and stretched exponential (SE) decline models. We characterize well productivity by vintage and location. Additionally, we construct scenarios to simulate future production by varying individual well productivity, well spacing, and drilling rate. Using the HD model, a typical Bakken well drilled to date is expected to produce 270 mbbl (mean) or 221 mbbl (median) over a 15-year life. Using the SE model these figures are slightly lower: 231 mbbl (mean), 181 mbbl (median). Over our study period, the cumulative production in the first six months of a well’s life (IP180) increased and then remained steady. EURs increased until 2010 and have decreased since 2010. It appears that wells are becoming less productive over time, with the reasons not yet fully accounted for. Our base forecast has North Dakota producing at least 1 mmbbl/day for over 20 years, peaking at approximately 1.7 mmbbl/day in the mid-2020s. This period of high production can be shortened by faster-than-expected decline or extended by advances in technology.

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北达科他州Bakken地层的生产力和未来的潜在采收率
Bakken页岩和北达科他州的类似地层是一种新的、特征不明确的资源,北达科他州的石油生产潜力高度不确定。为了更好地了解这一资源,我们对Bakken地区的5773口井(2005年至2013年中期)采用了最小二乘曲线拟合方法,对每口井进行了双曲递减(HD)和拉伸指数递减(SE)模型拟合。我们通过年份和位置来描述油井的生产率。此外,我们还通过改变单井产能、井距和钻井速度来模拟未来的产量。使用HD模型,迄今为止,一口典型的Bakken井预计在15年的生命周期内生产270万桶(平均)或221万桶(中位数)。使用SE模型,这些数据略低:231万桶(平均),181万桶(中位数)。在我们的研究期间,一口井生命周期前6个月的累计产量(IP180)增加,然后保持稳定。欧元在2010年之前一直在增长,自2010年以来一直在下降。随着时间的推移,油井的产量似乎越来越低,原因尚不完全清楚。我们的基本预测是,在未来20年里,北达科他州的产量至少为100万桶/天,在本世纪20年代中期达到约170万桶/天的峰值。这一高产期可能因产量下降速度快于预期而缩短,也可能因技术进步而延长。
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