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Using Stochastic Simulation To Quantify Risk and Uncertainty in Shale Gas Prospecting and Development

机译:使用随机仿真量化页岩天然气勘探开发风险与不确定性

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Ultra-low permeability shale gas reservoirs have emerged as a significant source of natural gas in North America.Improved drilling,completion and stimulation techniques combined with declining conventional gas reserves have made shale gas a desirable commodity with significant long-term production potential.Despite extensive development and production(particularly in North America),minimal work has been done to develop tools and methodologies for shale gas prospect analysis.Due to the complexity and large extent of unconventional natural gas resources,it is crucial to be able to investigate potential prospects in a methodical manner to determine whether a given prospect has commercial potential and to compare it to other potential prospects.Experience has shown that conventional exploration techniques using deterministic solutions are not suitable for unconventional prospects due to the unique nature of each prospect and the complexity of each reservoir.The most common method for exploiting shale gas reservoirs is through the use of multi-fractured horizontal wells;the resulting well performance,influenced by both the stimulation treatment and complex reservoir attributes,precludes the use of traditional techniques for production data analysis and forecasting.Several new techniques have been developed to improve the quality and efficiency of analysis while accounting for properties that are unique to shale gas(i.e.adsorbed gas in self-sourced reservoirs and nanodarcy level permeability).Also,due to the complexity of shale gas reservoirs,many authors have suggested that deterministic analysis is unsuitable and that probabilistic analysis should be used to quantify the risk and uncertainty associated with shale gas prospects and the associated data.This paper discusses a new tool that was developed specifically for shale gas prospect screening.This tool combines the latest production data analysis and forecasting techniques with a simple,yet rigorous method for stochastically comparing shale gas prospects.The paper discusses the production analysis and rate forecasting techniques used in the tool,as well as the tool development and application.A sample case using simulated data is presented for proof of concept and a discussion is given for extension of the tool for comparison of several potential prospects.
机译:超低渗透性页岩气水库已成为北美天然气的重要来源。可见的钻孔,完成和刺激技术与常规天然气储量下降相结合,使页岩气是一个理想的商品,具有重要的长期产量潜力。分别广泛开发和生产(特别是在北美洲),最小的工作是为了开发页岩气面前景分析的工具和方法。为复杂性和大量非传统天然气资源,能够调查潜在的前景至关重要一种方法方式来确定给定的前景是否具有商业潜力,并将其与其他潜在的前景进行比较。表明,由于每个前景的独特性和每个展望的独特性以及每个展望的独特性以及每个展望的独特性以及每个展望的独特性以及每个展望的常规前景以及每个潜在的勘探技术水库。爆炸的最常见方法它是通过使用多破裂的水平井;由刺激处理和复杂的储层属性影响的由此产生的井性能阻止了传统技术用于生产数据分析和预测。已经开发了新技术为了提高分析的质量和效率,同时占物质的物质(自源水库和纳米摩西水平和纳米甘露水平渗透率中的IEADSOLBED气体).Also,由于页岩气藏的复杂性,许多作者提出了确定性的分析是不合适的,概率分析应用于量化与页岩气前景和相关数据相关的风险和不确定性。本文讨论了一个专门为页岩气面前景筛选开发的新工具。该工具结合了最新的生产数据分析与STOCA的简单但严谨方法的预测技术Sale比较页岩气前景。本文讨论了工具中使用的生产分析和速率预测技术,以及工具开发和应用。介绍了使用模拟数据的样本案例,以概念证明,并提供展会用于比较几个潜在前景的工具。

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