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基于电子知识库的船舶故障诊断技术及应用

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针对船舶电子设备故障的诊断问题,提出一种基于知识图谱的故障诊断系统.该系统不仅利用传统的故障维修日志库,还利用图书馆电子数据源提取和整合广泛的知识,建立起一个详尽的船舶设备故障知识图谱,为运维人员提供了一个全面的参考框架,并使用机器学习方法实现对电子设备故障的快速和准确诊断,显著提高了船舶故障处理的效率.
Maritime fault diagnosis technology and application based on electronic knowledge
In response to the diagnostic issues of maritime electronic equipment failures,a knowledge graph-based fault diagnosis system has been proposed.This system not only utilizes the traditional fault repair log library but also leverages electronic data sources from the library to extract and integrate extensive knowledge,establishing a comprehensive maritime equipment fault knowledge graph.It provides operational and maintenance personnel with a holistic reference framework and employs machine learning methods to achieve rapid and accurate diagnosis of electronic equipment failures,signific-antly improving the efficiency of ship fault handling.

knowledge graphship fault diagnosismachine learning

司聿宣

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烟台职业学院,山东烟台 264000

知识图谱 船舶故障诊断 机器学习

2024

舰船科学技术
中国舰船研究院,中国船舶信息中心

舰船科学技术

CSTPCD北大核心
影响因子:0.373
ISSN:1672-7649
年,卷(期):2024.46(16)
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