| SOM网络在透平机械状态监测中的应用 |
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| 引用本文： | 廖广兰,史铁林,姜南.SOM网络在透平机械状态监测中的应用[J].计算机工程与应用,2004,40(18):32-34. |
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| 作者姓名： | 廖广兰 史铁林 姜南 |
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| 作者单位： | 华中科技大学机械科学与工程学院信息所,武汉,430074 |
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| 基金项目： | 国家重大基础研究项目基金(编号:2003CB716207)，国家自然科学基金(编号:50375047) |
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| 摘 要： | 讨论了SOM网络的可视化技巧,结合该技巧研究了SOM网络在透平机械状态监测中的应用。仿真分析和实例研究表明,应用SOM网络能较好地识别出透平机械的不同状态,并及时监测到透平机械状态发生的变化。
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| 关 键 词： | SOM网络 可视化 状态监测 透平机械 |
| 文章编号： | 1002-8331-(2004)18-0032-03 |
Application of SOM Networks on Condition Monitoring of Turbines |
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| Liao Guanglan Shi,Tielin Jiang Nan.Application of SOM Networks on Condition Monitoring of Turbines[J].Computer Engineering and Applications,2004,40(18):32-34. |
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| Authors: | Liao Guanglan Shi Tielin Jiang Nan |
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| Abstract: | The visualization technique of Self-Organizing maps(SOM)networks is discussed in this paper.SOM networks together with the presented visualization technique are employed in turbines condition monitoring.Analysis on simulation and experimental data demonstrates that the proposed method can identify different turbines states visually,the variation of turbines conditions can be observed clearly,and the occurrence and development of failures can be monitored in time. |
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| Keywords: | Self-Organizing Maps Networks visualization condition monitoring turbines |
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