| 两种差别矩阵约简算法在故障诊断中应用分析 |
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| 引用本文： | 张光轶,苏艳琴,宋振宇.两种差别矩阵约简算法在故障诊断中应用分析[J].中国电子科学研究院学报,2011,6(3):315-319. |
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| 作者姓名： | 张光轶 苏艳琴 宋振宇 |
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| 作者单位： | 1. 海军航空工程学院研究生管理大队,山东烟台,264001
2. 海军航空工程学院科研部,山东烟台,264001 |
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| 摘 要： | 军用飞机故障诊断知识库的信息存在不完备和知识的不确定性,严重增加了实时诊断的难度.粗糙集针对不完整、不精确信息处理具有显著优势,首先介绍了粗糙集理论中的知识表达系统和差别矩阵,分析了基于差别矩阵的两种决策表属性约简算法,并应用于某型机载设备进行故障诊断,结论表明两种算法均能对数据进行必要约简,并准确地做出故障诊断.通过...
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| 关 键 词： | 差别矩阵 约简算法 故障诊断 实时性 |
Analysis of Fault Diagnosis Based on The Two Discernibility Matrix Reduction Algorithms |
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| ZHANG Guang-yi,SU Yan-qin,SONG Zhen-yu.Analysis of Fault Diagnosis Based on The Two Discernibility Matrix Reduction Algorithms[J].Journal of China Academy of Electronics and Information Technology,2011,6(3):315-319. |
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| Authors: | ZHANG Guang-yi SU Yan-qin SONG Zhen-yu |
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| Affiliation: | ZHANG Guang-yi~1,SU Yan-qin~1,SONG Zhen-yu~2(Naval Aeronautical and Astronautical University 1.Gratduate Student's,Yantai Shangdong 264001,China,2.department of Scientific Research,China) |
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| Abstract: | There are incompleterness and uncertained infromation in fault diagnosis of military aircraft,which increase the difficulty of real-time diagnosis.Rough sets theory has much more superiority of processing uncomplete and uncorrect information.The paper introduces the knowledge expression system and discernibility matrix,and then analies the two attributive reduction algorithms of decisiontable based on discernibility matrix.The results show that the two algorithms can reduce the data and the fault diagnosis ... |
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| Keywords: | discernibility matrix attributive reduction arithmetic fault diagnosis real-time |
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