The application of deep learning in pipeline inspection: current status and challenges

IF 1.7 4区 工程技术 Q2 ENGINEERING, MARINE Ships and Offshore Structures Pub Date : 2024-07-11 DOI:10.1080/17445302.2024.2373561
Zihan Yang, Yuteng Zhang, Yong Bai, Jiangpeng Shu
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Abstract

Pipelines are a primary route of transportation for essential energy sources such as oil and gas, and the inspection and assessment of their operational status is vital to the health of the industr...
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深度学习在管道检测中的应用:现状与挑战
管道是石油和天然气等重要能源的主要运输路线,对其运行状况的检查和评估对行业的健康发展至关重要。
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来源期刊
Ships and Offshore Structures
Ships and Offshore Structures ENGINEERING, MARINE-
CiteScore
4.50
自引率
14.30%
发文量
164
审稿时长
7.5 months
期刊介绍: Ships and Offshore Structures is an international, peer-reviewed journal which provides an authoritative forum for publication and discussion of recent advances and future trends in all aspects of technology across the maritime industry. The Journal covers the entire range of issues and technologies related to both ships (including merchant ships, war ships, polar ships etc.) and offshore structures (floating and fixed offshore platforms, offshore infrastructures, underwater vehicles etc.) with a strong emphasis on practical design, construction and operation. Papers of interest to Ships and Offshore Structures will thus be broad-ranging, and will include contributions concerned with principles, theoretical/numerical modelling, model/prototype testing, applications, case studies and operational records, which may take advantage of computer-aided methodologies, and information and digital technologies. Whilst existing journals deal with technologies as related to specific topics, Ships and Offshore Structures provides a systematic approach to individual technologies, to more efficiently and accurately characterize the functioning of entire systems. The Journal is intended to bridge the gap between theoretical developments and practical applications for the benefit of academic researchers and practising engineers, as well as those working in related governmental, public policy and regulatory bodies.
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