基于人工智能专家系统的船舶电力系统故障诊断研究  

Research on Fault Diagnosis of Marine Power System Based on Artificial Intelligence Expert System

作　　者：郑聪 彭庆忠 周海峰[1,2] 黄金满 ZHENG Cong;PENG Qing-zhong;ZHOU Hai-feng;HUANG Jin-man(Marine Engineering Institute of Jimei University,Xiamen Fujian 361021,China;Key Laboratory of Naval Architecture and Ocean Marine Engineering of Fujian Province,Xiamen Fujian 361021,China;Xiamen Anmaixin Automation Technology Co.,Ltd.Xiamen Fujian 361026,China)

机构地区：[1]集美大学轮机工程学院,福建厦门361021 [2]福建省船舶与海洋工程重点实验室,福建厦门361021 [3]厦门安麦信自动化科技有限公司,福建厦门361026

出　　处：《广州航海学院学报》2021年第3期5-8,24,共5页Journal of Guangzhou Maritime University

基　　金：福建省自然科学基金面上项目(2018J01495);现代精密测量与激光无损检测福建省高校重点实验室项目(B17119);产学研项目(S20127)。

摘　　要：为了提高船舶电力系统在发生故障后锁定故障点的效率,为船员抢修争取到宝贵时间,提高船舶在航行过程中的安全系数.本论文在阐述了船舶电力系统故障特点后,根据故障发生部位的优先级,将诊断模块分为输电线路和其它设备级两个模块,利用matlab程序设计语言设计改进遗传禁忌混合算法预处理数据,并分别使用正向推理和混合推理机制分析数据,同时引入模糊规则,对分析专家系统故障诊断机理在船舶电力系统故障诊断中的改进方案进行了研究,以便于工作人员及时排除故障,对于加强船舶电力系统的稳定性具有重要意义.In order to improve the efficiency of locking the fault point after the fault occurs in the ship's power system,gain valuable time for the crew to rush repair,and improve the safety factor of the ship in the process of navigation.After describing the fault characteristics of marine power system,according to the priority of fault location,the diagnosis module is divided into two modules:transmission line module and other equipment module.Matlab programming language is used to design improved genetic tabu hybrid algorithm to preprocess the data.Forward reasoning and hybrid reasoning mechanism are used to analyze the data,and fuzzy rules are introduced,This paper studies the improvement scheme of analyzing the fault diagnosis mechanism of expert system in the fault diagnosis of ship power system,so as to facilitate the staff to remove the fault in time,which is of great significance to strengthen the stability of ship power system.

关 键 词：船舶电力系统 故障诊断 专家系统 

分 类 号：U665[交通运输工程—船舶及航道工程]