| Gear Fault Recognition and Diagnosis Based on Ant Colony Optimization Algorithm |
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| 引用本文： | Mingzan Wang Jinzhong He. Gear Fault Recognition and Diagnosis Based on Ant Colony Optimization Algorithm[J]. 系统科学与信息学报, 2006, 4(3): 495-500 |
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| 作者姓名： | Mingzan Wang Jinzhong He |
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| 作者单位： | [1]Northeastern University, Shenyang 110004, China [2]66080 Unit of People＇s Liberation Array of China, Xinzhou 034000, Shanxi, China |
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| 摘 要： | introduce a new kind of swarm intelligence algorithm, the Ant Colony Optimization （ACO） algorithm. Propose a clustering analysis model based on ACO, apply the model to recognition and diagnosis of operation state for gearbox. Testing four kinds of gears and clustering some characteristic parameters of the gear vibration signal, the conclusion shows that this method can recognize running state with accuracy and all speed. It is a new method for fault recognition and diagnosis.
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| 关 键 词： | 蚂蚁集群优化算法 聚类 故障诊断 识别技术 |
| 收稿时间： | 2005-07-18 |
Gear Fault Recognition and Diagnosis Based on Ant Colony Optimization Algorithm |
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| Mingzan;Wang;Jinzhong;He. Gear Fault Recognition and Diagnosis Based on Ant Colony Optimization Algorithm[J]. Journal of Sysytems Science and Information, 2006, 4(3): 495-500 |
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| Authors: | Mingzan Wang Jinzhong He |
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| Abstract: | |
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| Keywords: | ant colony optimal algorithm clustering fault diagnosis recognition |
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