Optimization of Multi-Fractured Horizontal Well Completion: A Montney Example

B. Haghshenas, F. Qanbari
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Abstract

After a successful decade of exploration and development activities in major tight/shale reservoirs, the industy now has access to incredible sets of data, modeling tools, and technologies for multi-fractured horizontal well (MFHW) completion. A review of the available data and models shows that performance of a MFHW is governed by hydraulic facture properties (dimension, conductivity, and distribution) and reservoir fluid and rock characteristics (reservoir fluid properties, and rock storage and flow capacities). Workflows are required to link the characterization attempts (reservoir and MFHW), learnings from completion expriments, modeling approaches (reservoir and fracture modeing) and pettern recognition exercises (relationship between well performance metrics and the governing parameters). In the current study, an interative workflow is proposed for design and optimization of MFHW completion based on a mixed-method approach combining three major paradigms: experiments, modeling, and data science. Each cycle of the workflow starts with data gathering and characterization of reservoir fluid and rock, followed by reservoir and fracture modeling, statistical analysis, updated design, economc analysis, and ends with implementation, monitoting and data analysis. The first cycle of the workflow is the most time-consuming and tedious one which requires a great deal of discussions and instructions. The proposed workflow is tried on a population of Montney gas condensate wells. Rate-transient analysis (RTA) and numerical reservoir modeling were applied to a group of 16 Monteny gas condensate wells with detailed daily production and flowing pressure data. Further, a simplified RTA-based approach and statistical analysis were applied to more than 90 Montney gas condensate wells (from the same region) with publically available production data. A new design with optimized completion paramteres is obtained from the results of RTA, numerical reservoir modeling, statistical and ecnomic analyses. The new design is applied to six new wells in the same area. The average performance of the new wells is reasonably close to the predicted performance by the proposed workflow. The workflow is believed to optimize the well performance, save the operator millions of dollars through optimization, and give the management and technical teams confidence in the next phase of corporate planning.
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多裂缝水平井完井优化:一个蒙特尼实例
在主要致密/页岩储层的勘探开发活动成功进行了十年之后,该行业现在已经获得了一系列令人难以置信的数据、建模工具和技术,用于多裂缝水平井(MFHW)完井。对现有数据和模型的回顾表明,MFHW的性能受水力裂缝特性(尺寸、导电性和分布)以及储层流体和岩石特性(储层流体特性、岩石储存和流动能力)的影响。工作流程需要将表征尝试(油藏和MFHW)、完井实验、建模方法(油藏和裂缝建模)和模式识别练习(油井性能指标与控制参数之间的关系)联系起来。在本研究中,基于混合方法方法,结合实验、建模和数据科学三种主要范式,提出了一种用于MFHW完井设计和优化的交互式工作流程。工作流程的每个周期从数据收集和储层流体和岩石特征开始,然后是储层和裂缝建模、统计分析、更新设计、经济分析,最后是实施、监测和数据分析。工作流的第一个周期是最耗时和乏味的一个,需要大量的讨论和指导。该工作流程在Montney凝析气井上进行了试验。将速率-瞬态分析(RTA)和油藏数值建模应用于16口mony凝析气井,并获得了详细的日产量和流动压力数据。此外,基于简化的rta方法和统计分析应用于90多口Montney凝析气井(来自同一地区),这些井具有公开的生产数据。通过RTA、油藏数值模拟、统计分析和经济分析,得出了优化完井参数的新设计方案。新设计应用于同一地区的6口新井。新井的平均性能与所提出的工作流程的预测性能相当接近。该工作流程被认为可以优化油井性能,通过优化为运营商节省数百万美元,并使管理和技术团队对公司计划的下一阶段充满信心。
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