内河自主运输:系统架构、基础设施和关键技术

IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Hualong Chen , Yuanqiao Wen , Yamin Huang , Lihang Song , Zhongyi Sui
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引用次数: 0

摘要

随着智能内河航运和自主船舶的快速发展,内河自主运输的发展已成为造船业和海事领域的热门话题。本文从系统架构、先进基础设施和关键技术三个方面全面探讨了内河自主运输的发展趋势和技术挑战。首先,基于Cyber-Physical-System理论,提出了内河自主运输系统的层次结构。其次,基于全生命周期管理与控制理论,提出了内河自主运输系统的规划、设计、建设、运营、管理和控制的自主运行流程。然后,讨论了内河自主交通系统的先进基础设施,包括感知、通信、计算、导航场景地图、高精度定位等。最后,总结了实现内河自主运输系统的关键技术和发展挑战,如自主船舶、船舶互联网、云边缘协同计算、人工智能、通信和航道地理信息系统。本研究为内河航运自主运输系统提供了潜在的框架和技术解决方案,有助于内河航运经济的快速发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Inland waterway autonomous transportation: System architecture, infrastructure and key technologies
With the rapid development of intelligent inland waterway shipping and autonomous vessel, the development of inland waterway autonomous transportation has become a hot topic in the shipbuilding industry and the maritime field. This study comprehensively discusses the development trends and technical challenges of inland waterway autonomous transportation from three aspects: system architecture, advanced infrastructure, and key technologies. Firstly, based on the Cyber-Physical-System theory, we propose a hierarchical architecture for the inland waterway autonomous transportation system. Second, based on the full-life-cycle management and control theory, we put forward the autonomous operation process for the planning, design, construction, operation, management, and control of the inland waterway autonomous transportation system. Then, we discuss the advanced infrastructure of the inland waterway autonomous transportation system, including perception, communication, computing, navigation scene maps, high-precision positioning, and so on. Finally, we summarize the key technologies and development challenges for implementing the inland waterway autonomous transportation system, such as autonomous vessels, the Internet of Ships, cloud-edge collaborative computing, artificial intelligence, communication, and channel geographic information systems. This research provides a potential framework and technical solutions for the inland waterway autonomous transportation system, contributing to the rapid development of the inland waterway shipping economy.
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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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