| 人工免疫算法在车床故障诊断中的运用 |
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| 引用本文： | 岳夏,张春良.人工免疫算法在车床故障诊断中的运用[J].装备制造技术,2009(1). |
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| 作者姓名： | 岳夏 张春良 |
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| 作者单位： | 南华大学机械工程学院,湖南,衡阳,421001 |
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| 摘 要： | 对传统克隆选择算法在增强多样性方面进行了专门的改进,改进后的算法除了在搜寻全局最优的能力上有所提高之外,还能在提供最优解之外提供多个具有代表性的次优解.针对车床的状态识别的实验结果表明,该算法比传统算法具有更强的实用性.
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| 关 键 词： | 人工免疫系统 克隆选择算法 故障诊断 |
The Application of Artificial Immune System in Fault Diagnosis of Lathe |
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| Authors: | YUE Xia ZHANG Chun-liang |
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| Affiliation: | School of Mechanical Engineering;Nanhua University;Hengyang Hunan 421001;China |
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| Abstract: | A novel clone selection algorithm is presented in this article,which not only improve the ability on searching global optimization but also export a group of representative suboptimal solution.The experiments on CA6140 horizontal lathe shows this novel algorithm has more practicability and superiority. |
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| Keywords: | Artificial Immune System CSA fault diagnosis |
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