二十年后的石油和天然气数字孪生。如何使它们可持续、可维护和有用?

D. Cameron, A. Waaler, Tiina Komulainen
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引用次数: 26

摘要

数字孪生提供了一种潜在的强大方式,使用模拟来支持业务并改变工业操作的方式。数字孪生的概念并不新鲜,但最近信息技术的变化使数字孪生的实现成为仿真技术应用的自然下一步。仿真从业者将发现,他们的模型越来越多地嵌入到复杂的系统中,这些系统将仿真与操作数据相结合,以解决业务问题。然而,成功地采用这种方法是具有挑战性的。本文提出了一个问题:“如何使数字双胞胎可持续、可维护和有用?”我们主要关注石油和天然气行业双胞胎的发展。这一领域的大部分学术工作都是在制造业中完成的。我们回顾了这些文献,并提出了一个简单的数字双胞胎模型。这使我们能够识别当前实现的挑战,并提出一个研究议程,使未来的双胞胎具有可持续性、可维护性和可用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Oil and Gas digital twins after twenty years. How can they be made sustainable, maintainable and useful?
The digital twin offers a potentially powerful way of using simulation to support business and change the way industrial operations are done. The idea of the digital twin is not new but recent changes in information technology make implementation of digital twins a natural next step in the application of simulation technologies. Simulation practitioners will find that their models are increasingly embedded in complex systems that combine simulations with operational data to solve a business problem. However, the successful adoption of this approach is challenging. This paper asks the question: “How can digital twins be made sustainable, maintainable and useful?”. We focus primarily on the development of twins in the oil and gas industry. Most academic work in this area has been done in the manufacturing industries. We review this literature and propose a simple model of digital twins. This allows us to identify challenges with current implementations and propose a research agenda that will allow future twins to be sustainable, maintainable and usable.
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