Enhancing Reservoir Engineering Workflows with Augmented and Virtual Reality

S. Cartwright, S. Samoil, Bryson Lawton, Die Hu, Siqi Xie, Eric Wang, A. Aminbeidokhti, Seher Dawar, Rachel Dalton, Parisa Daeijavad, F. Maurer, Zhangxin Chen
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引用次数: 3

Abstract

Reservoir engineers must analyze and work with complicated 3D subsurface datasets. Extended reality (XR) hardware has undergone a renaissance in recent years and high-quality hardware is now widely available and affordable. What remains unsolved is how these technologies may be applied to improve reservoir engineering workflows, in order to help plan scenarios that reduce emissions and improve project efficiencies. We detail and discuss the first-year outcomes of an industry-academia collaboration which explores the application of XR technologies to a reservoir engineering workflow. A thorough review of the benefits of XR technology compared with conventional display and input devices was performed. The results of this were used to inform the design and development of a proof-of-concept visualization and analysis application for reservoir engineering workflows that utilizes the strengths of XR technology. Using this tool, representations of numerical reservoir models can be visualized and analyzed along with other data within virtual working spaces. User-driven interactions were designed for this application and implemented to be as intuitive and effective as possible. Networking capabilities were implemented so that multiple devices and multiple users may access any given virtual workspace, supporting both remote collaboration and cross-reality functionality. The features and design of the application were all developed with the intention of directly supporting the visualization and analysis of reservoir data. The benefits provided by utilizing XR technology include increased working space, improved spatial perception, and more intuitive user interaction. Features such as multi-model visualization, integration of 2D information visualization, data analysis features, and several different filtering techniques were developed to further enhance reservoir engineering workflows. Additional features in development that are highly anticipated by our industrial partner include methods to better facilitate clear communication when working with data in groups, the integration of presentation and group-work modes, and enhancing workflows with AI-assisted tasks. Careful consideration went into designing interactions that were natural and intuitive, yet flexible and efficient when working within 3D virtual environments. The innovation demonstrated in this project contributes to advancing the Canadian energy industry to a new era of exciting new visual and interactive technologies, while ensuring that these technologies can be utilized to provide true value to real-world problems. The lessons learned and design insights gained from this project may be applied far beyond reservoir engineering to enhance workflows in any domain where analysis of complex scientific datasets is required.
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利用增强现实和虚拟现实增强油藏工程工作流程
油藏工程师必须分析和处理复杂的三维地下数据集。近年来,扩展现实(XR)硬件经历了一次复兴,高质量的硬件现在广泛可用且价格合理。目前尚未解决的问题是,如何将这些技术应用于改善油藏工程工作流程,以帮助规划减少排放和提高项目效率的方案。我们详细讨论了一项产学合作的第一年成果,该合作探索了XR技术在油藏工程工作流程中的应用。与传统的显示和输入设备相比,XR技术的优点进行了全面的审查。研究结果被用于设计和开发一个概念验证可视化和分析应用程序,该应用程序利用XR技术的优势,用于油藏工程工作流程。使用该工具,数值油藏模型的表示可以可视化,并与虚拟工作空间中的其他数据一起进行分析。用户驱动的交互是为这个应用程序设计的,并且实现得尽可能直观和有效。实现了网络功能,以便多个设备和多个用户可以访问任何给定的虚拟工作空间,支持远程协作和跨现实功能。开发该应用程序的功能和设计都是为了直接支持油藏数据的可视化和分析。利用XR技术带来的好处包括增加工作空间、改善空间感知和更直观的用户交互。开发了多模型可视化、集成二维信息可视化、数据分析功能和几种不同的过滤技术等功能,以进一步增强油藏工程工作流程。我们的行业合作伙伴高度期待开发中的其他功能,包括在处理分组数据时更好地促进清晰沟通的方法,演示和分组工作模式的集成,以及通过人工智能辅助任务增强工作流程。仔细考虑设计自然和直观的交互,但在3D虚拟环境中工作时灵活有效。该项目展示的创新有助于推动加拿大能源行业进入令人兴奋的新视觉和互动技术的新时代,同时确保这些技术可以用于为现实世界的问题提供真正的价值。从该项目中获得的经验教训和设计见解可以应用于油藏工程之外的任何需要分析复杂科学数据集的领域。
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