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Unconventional Risk and Uncertainty: Show Me What Success Looks Like

机译:非常规风险和不确定性:告诉我成功的样子

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The translation of risk from conventional to unconventional resources moves the fulcrum from risk of finding, towards risk of commerciality. We are often certain a hydrocarbon producing system exists; but, uncertain in what manner (production profile) it will produce. This reality is incompatible with traditional methods of risking in which recoverable volumes are estimated from volumetric calculation, and risked volumes may be calculated as the product of unrisked volumes and some risk factor. Production profile is then determined after-the-fact. Unconventional resources are typically evaluated from the basis of a type well or production analog first, and then the recoverable volume is emergent from this production profile. Like the chicken-and-egg problem, uncertainty of recoverable volumes must be estimated in association with one or more production profiles. The threshold of commerciality can be calculated, and the chance of commercial success determined by the intersection of the threshold volume on the distribution of recoverable volume. This distribution is truncated and the outcomes above the threshold are rescaled to represent success outcomes. . . but, failure outcomes are disregarded. This paper presents a simple workflow using Frequentist and Bayesian approaches, respectively, for proper risking of uncertain recoverable volumes for an unconventional resource, taking into account the chance of false positives from appraisal well information. A subjective risk tolerance can be included to respect how aggressive or conservative a company may be in pursuit of a project. A method of re-casting production profiles is demonstrated as an improvement over the common method of scaling, or factoring, the initial production rate. The scaling approach may reach unrealistic values of initial production in an attempt to achieve the proper recoverable volumes. Productive yet uneconomic outcomes should be included in any thorough project evaluation. Failure to do so may overestimate the value of a given project. However, the chance of such outcomes occurring is often seen as a difficult-to-determine value. Quantifying the uncertainty in type well volumes allows evaluation of the imperfectness of information of early well results. Enhanced knowledge of the project risk, the chance of success, a view of the success case, and an understanding of false positive outcomes, can lead to higher quality decisions.
机译:从传统到非传统资源的风险的平移将支点从发现的风险导致商业风险。我们往往是某种碳氢化合物生产系统;但是,在它将产生的方式(生产简介)不确定。这种现实与传统风险的方法不兼容,其中可恢复的体积从容量计算估计,并且风险的卷可以计算为未响起的卷和一些风险因素的产物。然后确定生产型材之后的事实。非常规资源通常是从类型井或生产模拟的基础上评估的,然后从该生产概况中引发可回收体积。与鸡肉蛋问题一样,必须与一个或多个生产型材相关联的可收回卷的不确定性。可以计算商业阈值,并且通过阈值体积对可收回体积分布的阈值体积确定的商业成功的可能性。该分布被截断,并重新开始上述阈值以代表成功结果。 。 。但是,失败的结果被忽略了。本文分别介绍了使用频率和贝叶斯方法的简单工作流程,以适当冒着非传统资源的不确定可收回卷的风险,考虑到评估井信息的误报的可能性。可以涵盖主观风险宽容,旨在尊重公司如何追求项目的侵略性或保守。将重新铸造生产型材的方法被证明是对缩放或考虑初始生产率的常见方法的改进。缩放方法可能达到初始生产的不切实际的值,以实现适当的可恢复量。任何彻底的项目评估都应包含富有成效的不经济结果。否则可能会高估给定项目的价值。然而,这种结果发生的可能性通常被视为难以确定的价值。量化类型井卷中的不确定性允许评估早期良好结果的信息的不完全性。增强了项目风险的知识,成功的机会,对成功案件的看法以及对虚假积极成果的理解,可以导致更高的质量决策。

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