| 基于粒计算-SDG的故障诊断仿真平台 |
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| 引用本文： | 张志军,詹峰,赵静阁,谢克明.基于粒计算-SDG的故障诊断仿真平台[J].太原理工大学学报,2011,42(4):338-340,345. |
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| 作者姓名： | 张志军 詹峰 赵静阁 谢克明 |
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| 作者单位： | 1. 太原理工大学信息工程学院,太原030024;山西财经大学信息管理学院,太原030006
2. 太原理工大学信息工程学院,太原,030024 |
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| 基金项目： | 国家自然科学基金项目(60975032);国家自然科学基金项目(60843006); 山西省青年科学基金项目(2009021017-4); 山西省回国留学人员基金项目(2008-25) |
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| 摘 要： | 针对目前实际工业系统不允许在运行中进行实时的故障诊断试验及研究的问题,设计了基于Matlab中GUI的高温硝酸冷却系统的故障诊断仿真试验平台。本试验平台采用符号有向图的深层知识模型和反向推理方法,利用系统模型中的相容通路,推理基本故障的故障诊断规则,引入信息粒度和信息粒化原理,实现了粒矩阵的知识约简算法,构建了基于粒计算-SDG的故障诊断方法。最后通过实验验证了该仿真试验平台的有效性。
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| 关 键 词： | 故障诊断 符号有向图 粒计算 图形用户界面 仿真平台 |
Fault Diagnosis Simulation Platform Based on SDG-GrC |
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| ZHANG Zhi-jun,ZHAN Feng,ZHAO Jing-ge,XIE Ke-ming.Fault Diagnosis Simulation Platform Based on SDG-GrC[J].Journal of Taiyuan University of Technology,2011,42(4):338-340,345. |
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| Authors: | ZHANG Zhi-jun ZHAN Feng ZHAO Jing-ge XIE Ke-ming |
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| Institution: | ZHANG Zhi-jun,ZHAN Feng,ZHAO Jing-ge,XIE Ke-ming(1.College of Information Engineering,TUT,Taiyuan,030024,China,2.College of Information management,Shanxi University of Finance and Economics,030006,China) |
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| Abstract: | As the real industrial system does not allow research of real-time fault diagnosis in the actual process device,GUI visual program in Matlab was used to design simulation platform for hot nitric acid cooling fault diagnosis.By using Signed Directed Graph(SDG) deep knowledge model and inverse direction inference technique and using consistent path,the basic rules of fault diagnosis were reasoned.Information Granularity and Information Granulation were introduced into construce fault diagnosis method based on... |
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| Keywords: | fault diagnosis signed directed graph granular computing Graphical User Interfaces Simulation Platform |
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