Exploring the applicability of industry 4.0 technologies in oil and gas pipeline leakage monitoring: Results from an empirical study

IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Ismail W.R. Taifa, Rehema Adam Mahundi, Victoria Mahabi
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引用次数: 0

Abstract

This study explored the applicability of Industry 4.0 (I4.0) technologies in oil and gas (O&G) pipeline leakage monitoring (PLM) in Tanzania. Specific objectives identified factors affecting the adoption of I4.0 technologies in the O&G PLM, evaluated the maturity of I4.0 within the industry, and proposed strategies to enhance the adoption of I4.0 technologies for PLM. A mixed-methods design gathered qualitative and quantitative data. One hundred and seven (107) experts purposively selected were engaged in exploring the applicability of I4.0 technologies. IBM SPSS 26 and AMOS 23 software analysed the gathered data. The analysis revealed six pillars of I4.0 technologies applicable for monitoring O&G pipelines. Those pillars included autonomous robots, augmented reality, additive manufacturing, the Internet of Things, cloud computing and artificial intelligence. The O&G pipeline's maturity level was 3.1, indicating that the industry has begun integrating some I4.0 technologies into pipeline monitoring or leakage detection. Strategies obtained through experts' responses and 80–20 % analysis that tackle technological, financial, regulatory, and psychological constraints were proposed to enhance I4.0ʼs full adoption in PLM. Strategies developed were building international partnerships, building international cooperation, building a workforce, creating digital platforms, promoting a friendly industry culture and state support for investors. The study only identified applicable I4.0 technologies for pipeline monitoring or leakage detection. Further study can be conducted to analyse to what extent they are utilised and can be utilised in O&G PLM. Furthermore, there has been limited literature on the O&G industry; hence, further studies can explore the industry in the downstream and midstream sections.
探索工业4.0技术在油气管道泄漏监测中的适用性:实证研究结果
本研究探讨了工业4.0 (I4.0)技术在坦桑尼亚油气管道泄漏监测(PLM)中的适用性。具体目标确定了影响o&g PLM采用I4.0技术的因素,评估了行业内I4.0的成熟度,并提出了加强PLM采用I4.0技术的策略。混合方法设计收集定性和定量数据。有意挑选的107位专家参与了对工业4.0技术适用性的探索。IBM SPSS 26和AMOS 23软件对收集到的数据进行分析。分析揭示了适用于监测输油管的工业4.0技术的六大支柱。这些支柱包括自主机器人、增强现实、增材制造、物联网、云计算和人工智能。O&;G管道的成熟度等级为3.1,这表明行业已经开始将一些I4.0技术集成到管道监测或泄漏检测中。通过专家的回应和80 - 20%的分析,提出了解决技术、财务、监管和心理限制的策略,以提高工业4.0在PLM中的全面采用。制定的战略包括建立国际伙伴关系、建立国际合作、建设劳动力队伍、创建数字平台、促进友好的产业文化和国家对投资者的支持。该研究仅确定了适用于管道监测或泄漏检测的工业4.0技术。可以进行进一步的研究来分析它们在多大程度上被利用,并且可以在o&&g PLM中使用。此外,关于油气行业的文献也很有限;因此,进一步的研究可以探索下游和中游部分的行业。
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来源期刊
Journal of Industrial Information Integration
Journal of Industrial Information Integration Decision Sciences-Information Systems and Management
CiteScore
22.30
自引率
13.40%
发文量
100
期刊介绍: The Journal of Industrial Information Integration focuses on the industry's transition towards industrial integration and informatization, covering not only hardware and software but also information integration. It serves as a platform for promoting advances in industrial information integration, addressing challenges, issues, and solutions in an interdisciplinary forum for researchers, practitioners, and policy makers. The Journal of Industrial Information Integration welcomes papers on foundational, technical, and practical aspects of industrial information integration, emphasizing the complex and cross-disciplinary topics that arise in industrial integration. Techniques from mathematical science, computer science, computer engineering, electrical and electronic engineering, manufacturing engineering, and engineering management are crucial in this context.
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