Automated Creation of the Pipeline Digital Twin During Construction: Improvement to Construction Quality and Pipeline Integrity

J. Hlady, M. Glanzer, Lance Fugate
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引用次数: 11

Abstract

The concept of the digital twin dates all the way back to the 1950’s when NASA, GE and other industrial manufacturers started creating abstract digital models of equipment to model their performance in simulations and maintain a record of the asset throughout its life span [1]. Over the years more and more industries have adopted the digital twin paradigm to improve traceability, maintenance, and analytics allowing for improved sustainment of the asset or equipment while reducing various risks identified during life cycle management. It has been found that collectively, the digital twin concept improves the overall net present value of an asset. The oil and gas industry has slowly been adopting the digital twin paradigm of asset life cycle management over the past two decades with the focus on facilities. Recently, field trials were completed to test and evaluate workflows and sensor platforms for the creation of a digital twin for pipelines. The trials resulted in highly accurate pipeline centerlines, weld locations, Depth to Cover (DoC) and ditch geometry capture in digital formats. This paper describes the methodologies used, and the results of an actual construction field trial with a comparison to traditional data collection methods for these attributes. The value of creating a pipeline digital twin during pipeline construction in near-real-time is discussed with an emphasis on the potential benefits to life cycle management and pipeline integrity.
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施工过程中管道数字孪生的自动化创建:提高施工质量和管道完整性
数字孪生的概念可以追溯到20世纪50年代,当时NASA、GE和其他工业制造商开始创建设备的抽象数字模型,以模拟设备在仿真中的性能,并在设备的整个生命周期内保持资产的记录[1]。多年来,越来越多的行业采用数字孪生范式来改进可追溯性、维护和分析,从而改善资产或设备的维护,同时减少生命周期管理中识别的各种风险。研究发现,总的来说,数字孪生概念提高了资产的整体净现值。在过去的二十年里,石油和天然气行业慢慢地采用了资产生命周期管理的数字孪生范式,重点是设施。最近,完成了现场试验,以测试和评估工作流和传感器平台,为管道创建数字孪生体。这些试验产生了高精度的管道中心线、焊缝位置、覆盖深度(DoC)和沟渠几何形状的数字格式捕获。本文介绍了所使用的方法,以及实际施工现场试验的结果,并将这些属性的传统数据收集方法进行了比较。讨论了在管道建设过程中近实时创建管道数字孪生的价值,重点讨论了在生命周期管理和管道完整性方面的潜在效益。
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