| 基于遗传算法的桥式起重机故障诊断研究 |
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| 引用本文： | 程珊. 基于遗传算法的桥式起重机故障诊断研究[J]. 煤矿机械, 2012, 33(2): 242-244 |
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| 作者姓名： | 程珊 |
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| 作者单位： | 九江职业大学,江西九江,332000 |
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| 摘 要： | 分析了桥式起重机的常见故障和支持向量机的基本理论;讨论了遗传算法的基本理论,并且分析了基于遗传算法桥式起重机故障诊断的基本流程;进行了桥式起重机的故障诊断,结果表明该方法具有较高的故障诊断能力。
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| 关 键 词： | 桥式起重机 遗传算法 故障诊断 |
Fault Diagnosis Study of Overhead Traveling Crane Based on Genetic Algorithm |
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| CHENG Shan. Fault Diagnosis Study of Overhead Traveling Crane Based on Genetic Algorithm[J]. Coal Mine Machinery, 2012, 33(2): 242-244 |
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| Authors: | CHENG Shan |
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| Affiliation: | CHENG Shan(Jiujiang Vocational University,Jiujiang 332000,China) |
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| Abstract: | The common faults of overall traveling crane are analyzed,basic theory is analyzed,and then basic theory of support vector machine is analyzed,and then basic procedure of the genetic algorithm for overhead traveling crane is analyzed,fault diagnosis of overhead traveling crane is carried out,and results show that this method has better fault diagnosis ability. |
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| Keywords: | overall traveling crane genetic algorithm fault diagnosis |
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