Evaluation method of ship navigation safety in routing waters based on stream reasoning

中国安全科学学报 Pub Date : 2020-11-26 DOI:10.16265/J.CNKI.ISSN1003-3033.2019.03.028

Wei Wanqi, Gao Shu, Xiumin Chu

引用次数: 2

Abstract

In order to use the data of personnel, ship, environment and management during ship navigation more effectively and conduct real-time assessment of navigation safety, this paper proposed a method for evaluating ship navigation safety based on SR in routing waters. Firstly, the safety assessment elements of ship navigation were reduced based on RSCIE and the assessment ontology was constructed by combining expert knowledge. Then the ship navigation-related streaming data collected in real time was integrated by semantic Web technology, and the SR engine was used to infer the navigation safety. Finally, the ship navigation safety in a certain routing water system in Nanjing was evaluated and the method presented in this paper was compared with the other two methods based on cloud theory. The results show that the proposed method has better timeliness, higher detection rate and lower false alarm rate.

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基于流推理的航线水域船舶航行安全评价方法

为了更有效地利用船舶航行过程中的人员、船舶、环境和管理数据，对船舶航行安全进行实时评估，本文提出了一种基于SR的航线水域船舶航行安全评估方法。首先，基于RSCIE对船舶航行安全评价要素进行精简，并结合专家知识构建评价本体;然后利用语义Web技术对实时采集的船舶导航相关流数据进行整合，利用SR引擎对船舶导航安全进行推理;最后，对南京某航道水系的船舶航行安全进行了评价，并与其他两种基于云理论的方法进行了比较。结果表明，该方法具有较好的时效性、较高的检出率和较低的虚警率。

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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来源期刊

中国安全科学学报

CiteScore

1.30

自引率

0.00%

发文量

8733

期刊介绍： China Safety Science Journal is administered by China Association for Science and Technology and sponsored by China Occupational Safety and Health Association (formerly China Society of Science and Technology for Labor Protection). It was first published on January 20, 1991 and was approved for public distribution at home and abroad. China Safety Science Journal (CN 11-2865/X ISSN 1003-3033 CODEN ZAKXAM) is a monthly magazine, 12 issues a year, large 16 folo, the domestic price of each book is 40.00 yuan, the annual price is 480.00 yuan. Mailing code 82-454. Honors: Scopus database includes journals in the field of safety science of high-quality scientific journals classification catalog T1 level National Chinese core journals China Science and technology core journals CSCD journals The United States "Chemical Abstracts" search included the United States "Cambridge Scientific Abstracts: Materials Information" search included