Article(id=1240655140617777445, tenantId=1146029695717560320, journalId=1240618002186551303, issueId=1240655131507740845, articleNumber=null, orderNo=null, doi=10.3969/j.issn.1000-4653.2025.03.021, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1712764800000, receivedDateStr=2024-04-11, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1773724835780, onlineDateStr=2026-03-17, pubDate=1758729600000, pubDateStr=2025-09-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1773724835780, onlineIssueDateStr=2026-03-17, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1773724835780, creator=13701087609, updateTime=1773724835780, updator=13701087609, issue=Issue{id=1240655131507740845, tenantId=1146029695717560320, journalId=1240618002186551303, year='2025', volume='48', issue='3', pageStart='1', pageEnd='184', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1773724833608, creator=13701087609, updateTime=1773725188865, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1240656621609742880, tenantId=1146029695717560320, journalId=1240618002186551303, issueId=1240655131507740845, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1240656621613937185, tenantId=1146029695717560320, journalId=1240618002186551303, issueId=1240655131507740845, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=176, endPage=184, ext={EN=ArticleExt(id=1240655140840075572, articleId=1240655140617777445, tenantId=1146029695717560320, journalId=1240618002186551303, language=EN, title=Design and application of the Intelligent Cargo Hold Clearing Robot system for bulk carrier, columnId=1240655021340160960, journalTitle=Navigation of China, columnName=Intelligent Shipping, runingTitle=null, highlight=null, articleAbstract=

Aiming to address the issues associated with traditional artificial cargo hold clearing operations, such as high risk, low efficiency and an insufficient level of automation, this paper introduces the Intelligent Cargo Hold Clearing Robot (ICHCR) system for bulk carriers. Based on dual-mode control, the ICHCR system achieves unmanned operation and robot-shore collaborative intelligent cargo hold clearing. The article presents an intelligent robot hardware system for cargo hold clearing and a cloud control platform for immersive operation. Intelligent control methods for the ICHCR are investigated, including perception and localization inside the cargo holds, and dual control modes of cloud control and autonomous navigation operation. Other core technologies include robot-shore cooperative cargo hold clearing. Finally, the system was applied and validated on a 70,000-tonne Panamax bulk carrier in a grain port. Experimental results demonstrate that the ICHCR system improves the safety of cargo hold clearing operations, optimizing the overall process and reduces time consumption, meeting the requirements of safety and efficiency.

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针对传统散货船人工清舱危险性高、效率低和智能化水平不足等问题,设计了一种基于双控制模式的智能清舱机器人系统,实现了舱内无人化、机岸协同的智能化清舱作业。构建了面向船舱内清舱作业的智能机器人硬件系统,研发了沉浸式云控清舱操作平台;研究了智能化清舱机器人控制方法,包括舱内感知定位、云控与自主导航作业双控制模式以及机岸协同清舱作业等核心技术。最后,以某粮食港口的7万t巴拿马级散货船为对象展开应用验证。结果表明,所提系统提高了清舱作业安全性的同时优化了整体流程,缩短了作业流程整体耗时,可以满足安全且高效的清舱需求。

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胡钊政(1980—),男,教授,研究方向为智能船舶。E-mail:
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孟杰(1993—),男,副研究员,博士,研究方向为智能机器人。E-mail:

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孟杰(1993—),男,副研究员,博士,研究方向为智能机器人。E-mail:

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散货船智能清舱机器人系统设计与应用
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孟杰 1, 2, 3 , 程皓宇 1, 2, 3 , 肖汉彪 1, 2 , 程君 1, 2 , 张涛 4 , 胡钊政 1, 2, 3
中国航海 | 智能航运 2025,48(3): 176-184
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中国航海 | 智能航运 2025, 48(3): 176-184
散货船智能清舱机器人系统设计与应用
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孟杰1, 2, 3 , 程皓宇1, 2, 3, 肖汉彪1, 2, 程君1, 2, 张涛4, 胡钊政1, 2, 3
作者信息
  • 1.武汉理工大学 水路交通控制全国重点实验室,湖北 武汉 430063
  • 2.武汉理工大学 智能交通系统研究中心,湖北 武汉 430063
  • 3.武汉理工大学 信息工程学院,湖北 武汉 430070
  • 4.武汉港迪智能技术有限公司,湖北 武汉 430208
  • 孟杰(1993—),男,副研究员,博士,研究方向为智能机器人。E-mail:

通讯作者:

胡钊政(1980—),男,教授,研究方向为智能船舶。E-mail:
Design and application of the Intelligent Cargo Hold Clearing Robot system for bulk carrier
Jie MENG1, 2, 3 , Haoyu CHENG1, 2, 3, Hanbiao XIAO1, 2, Jun CHENG1, 2, Tao ZHANG4, Zhaozheng HU1, 2, 3
Affiliations
  • 1.State Key Laboratory of Maritime Technology and Safety, Wuhan University of Technology, Wuhan 430063, China
  • 2.Intelligent Transport System Research Center, Wuhan University of Technology, Wuhan 430063, China
  • 3.School of Information Engineering, Wuhan University of Technology, Wuhan 430070, China
  • 4.Wuhan Guide Intelligent Technology Co., Ltd, Wuhan 430208, China
出版时间: 2025-09-25 doi: 10.3969/j.issn.1000-4653.2025.03.021
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针对传统散货船人工清舱危险性高、效率低和智能化水平不足等问题,设计了一种基于双控制模式的智能清舱机器人系统,实现了舱内无人化、机岸协同的智能化清舱作业。构建了面向船舱内清舱作业的智能机器人硬件系统,研发了沉浸式云控清舱操作平台;研究了智能化清舱机器人控制方法,包括舱内感知定位、云控与自主导航作业双控制模式以及机岸协同清舱作业等核心技术。最后,以某粮食港口的7万t巴拿马级散货船为对象展开应用验证。结果表明,所提系统提高了清舱作业安全性的同时优化了整体流程,缩短了作业流程整体耗时,可以满足安全且高效的清舱需求。

智能清舱机器人  /  散货船  /  舱内导航定位  /  双控制模式  /  机岸协同作业

Aiming to address the issues associated with traditional artificial cargo hold clearing operations, such as high risk, low efficiency and an insufficient level of automation, this paper introduces the Intelligent Cargo Hold Clearing Robot (ICHCR) system for bulk carriers. Based on dual-mode control, the ICHCR system achieves unmanned operation and robot-shore collaborative intelligent cargo hold clearing. The article presents an intelligent robot hardware system for cargo hold clearing and a cloud control platform for immersive operation. Intelligent control methods for the ICHCR are investigated, including perception and localization inside the cargo holds, and dual control modes of cloud control and autonomous navigation operation. Other core technologies include robot-shore cooperative cargo hold clearing. Finally, the system was applied and validated on a 70,000-tonne Panamax bulk carrier in a grain port. Experimental results demonstrate that the ICHCR system improves the safety of cargo hold clearing operations, optimizing the overall process and reduces time consumption, meeting the requirements of safety and efficiency.

intelligent cargo hold clearing robot  /  bulk carrier  /  Navigation and localization in cargo hold  /  dual-mode control  /  robot-shore cooperative operation
孟杰, 程皓宇, 肖汉彪, 程君, 张涛, 胡钊政. 散货船智能清舱机器人系统设计与应用. 中国航海, 2025 , 48 (3) : 176 -184 . DOI: 10.3969/j.issn.1000-4653.2025.03.021
Jie MENG, Haoyu CHENG, Hanbiao XIAO, Jun CHENG, Tao ZHANG, Zhaozheng HU. Design and application of the Intelligent Cargo Hold Clearing Robot system for bulk carrier[J]. Navigation of China, 2025 , 48 (3) : 176 -184 . DOI: 10.3969/j.issn.1000-4653.2025.03.021
2025年第48卷第3期
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doi: 10.3969/j.issn.1000-4653.2025.03.021
  • 接收时间:2024-04-11
  • 首发时间:2026-03-17
  • 出版时间:2025-09-25
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  • 收稿日期:2024-04-11
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    1.武汉理工大学 水路交通控制全国重点实验室,湖北 武汉 430063
    2.武汉理工大学 智能交通系统研究中心,湖北 武汉 430063
    3.武汉理工大学 信息工程学院,湖北 武汉 430070
    4.武汉港迪智能技术有限公司,湖北 武汉 430208

通讯作者:

胡钊政(1980—),男,教授,研究方向为智能船舶。E-mail:
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2种不同金属材料的力学参数

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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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