A Review of Modern Approaches of Digitalization in Oil and Gas Industry

IF 2.6 Q3 ENERGY & FUELS Upstream Oil and Gas Technology Pub Date : 2023-09-01 DOI:10.1016/j.upstre.2023.100098
Salam Al-Rbeawi
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引用次数: 0

Abstract

This paper introduces a review of the modern approaches of digitalization in the oil and gas industry. The objective is understanding the current applications of the traditional technologies used in the petroleum industry and studying the opportunities for implementing innovative digital tools and systems that could enhance the operational efficiency and reduce the cost, risk, and environmental impacts.

The paper consists of several tasks starting from reviewing the present technologies used mainly in the upstream activities: exploration, field development, drilling and completion, and operation and production. The techniques used for gathering and analyzing the big data packages received from unlimited digitalized resources is the second task covered in this paper while the computing technologies such as cloud and cognitive computing as well as the advanced analytical and numerical solutions developed by real-time algorithms is the third task. Detail information about the short- and long-term digitalization technologies in both hardware and software parts is represented in this paper such as robotics and automation, powerful sensors and measuring tools, unmanned vehicles and drones, 3D printers and wearable gadgets as well as artificial inelegance, machine learning, and digital-twin computing. Real examples of currently used digitalized applications in different upstream sections of the petroleum industry are demonstrated while the expected added values created by the digitalization for the industry and communities and the possible changes either positively or negatively in the operational costs, maintenance patterns, workforce safety, environmental impacts, job positions, and the required skills and experiences during digitalization era are explained.

The outcomes are summarized in the following points. The digitalization should be the priority for most upstream companies in order to enhance and optimize the production system. The big volume of data may require innovative computing tools that could develop powerful analytical models used for calibrating the production environment and maximizing the production capacity of oil and gas fields. Data transfer and data sharing are two key factors in the digital transformation where the integrated data platforms could enhance the collaboration among the participants of the oil and gas ecosystems and accelerate innovative solutions. The digital era may lead to a sharp decline in the workforce and significant changes in the job position description as the human intervention with the production system might be minimized. The expected added value of the digital transformation during the next decades will be very big wherein the upstream petroleum industry may have the biggest share that could be more than 60% of the total investments while the midstream industry may have only 10%. There will be also a lot of challenges represented by the fact that the petroleum industry has not yet made the necessary shift in mindset to embrace the digitalization potential. Moreover, the digitalization era may require new revolutionized regulations especially in terms of sharing the data and changing the structures of the organizations as well as the workforces.

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石油天然气工业数字化的现代途径综述
本文介绍了石油和天然气行业数字化的现代方法。目标是了解石油行业使用的传统技术的当前应用,并研究实施创新数字工具和系统的机会,这些工具和系统可以提高运营效率,降低成本、风险和环境影响。本文从回顾主要用于上游活动的现有技术开始,包括几个任务:勘探、油田开发、钻井和完井以及运营和生产。用于收集和分析从无限数字化资源中接收到的大数据包的技术是本文的第二项任务,而云和认知计算等计算技术以及实时算法开发的高级分析和数值解决方案是第三项任务。本文详细介绍了硬件和软件部分的短期和长期数字化技术,如机器人和自动化、强大的传感器和测量工具、无人驾驶汽车和无人机、3D打印机和可穿戴设备,以及人工智能、机器学习和数字孪生计算。展示了石油行业不同上游部门目前使用的数字化应用程序的真实例子,同时展示了数字化为行业和社区创造的预期附加值,以及运营成本、维护模式、劳动力安全、环境影响、职位、,并解释了数字化时代所需的技能和经验。结果总结如下。数字化应该是大多数上游公司的首要任务,以增强和优化生产系统。大量的数据可能需要创新的计算工具,这些工具可以开发强大的分析模型,用于校准生产环境和最大限度地提高油气田的生产能力。数据传输和数据共享是数字化转型的两个关键因素,综合数据平台可以加强石油和天然气生态系统参与者之间的合作,并加快创新解决方案。数字时代可能会导致劳动力的急剧下降,职位描述也会发生重大变化,因为对生产系统的人为干预可能会最小化。未来几十年数字化转型的预期附加值将非常大,其中上游石油行业可能占据最大份额,可能超过总投资的60%,而中游行业可能只有10%。石油行业还没有在心态上做出必要的转变来拥抱数字化潜力,这也将带来许多挑战。此外,数字化时代可能需要新的革命性法规,特别是在共享数据和改变组织结构以及劳动力方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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