| ANN-FRIFS在多传感器信息融合故障诊断中的应用 |
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| 引用本文： | 李发光,邱金水,刘伯运.ANN-FRIFS在多传感器信息融合故障诊断中的应用[J].海军工程大学学报,2007,19(3):73-75. |
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| 作者姓名： | 李发光 邱金水 刘伯运 |
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| 作者单位： | 海军工程大学,船舶与动力学院,武汉,430033 |
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| 摘 要： | 对于多传感器故障诊断系统,必须根据环境的变化和传感器的状态等合理地运用各传感器的信息。文中设计了一种基于经验规则和模糊推理功能的ANFIS置信度判别器,此判别器能自适应地对各传感器数据综合判别,得到它们相应的故障置信度,进而对多传感器的信息进行融合,提高了诊断的准确度。
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| 关 键 词： | ANFIS 故障诊断 多传感器 信息融合 |
| 文章编号： | 1009-3486(2007)03-0073-03 |
| 修稿时间： | 2006年12月5日 |
Application of ANN-FRIFS to multi-sensor information fusion and fault diagnosis |
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| LI Fa-guang,QIU Jin-shui,LIU Bo-yun.Application of ANN-FRIFS to multi-sensor information fusion and fault diagnosis[J].Journal of Naval University of Engineering,2007,19(3):73-75. |
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| Authors: | LI Fa-guang QIU Jin-shui LIU Bo-yun |
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| Abstract: | As for the multi-sensor fault diagnosis system,it is necessary to use the information of the transducer working condition and its environment,etc.In the paper,a kind of ANFIS weight distinguisher is designed based on the experience rule and fuzzy reasoning function.This distinguisher can adaptively judge the information of transducers synthetically and get their weight,to fuse these information.In this way the veracity of the diagnosis has been improved. |
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| Keywords: | ANFIS fault diagnosis multi-sensor information fusion |
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