| 基于数据挖掘的风力发电设备在线故障诊断平台 |
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| 引用本文： | 王惠中,王小鹏,李春霞.基于数据挖掘的风力发电设备在线故障诊断平台[J].风机技术,2010(1):47-50. |
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| 作者姓名： | 王惠中 王小鹏 李春霞 |
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| 作者单位： | 1. 兰州理工大学,兰州市,730050
2. 天水机械工业学校,兰州市,730050 |
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| 基金项目： | 甘肃省教育厅科研项目，国家自然基金项目 |
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| 摘 要： | 为保证风电场大型风力发电机组安全、可靠、经济和优化运行,提出了一个基于数据挖掘技术的风力发电机组在线状态监测与故障诊断系统。并介绍了该系统的硬件、软件体系结构、网络技术及特点,给出应用实例说明其实用性和有效性。
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| 关 键 词： | 风力发电机组 故障诊断 数据挖掘 |
The On-line Fault Diagnosis Platform for Wind Power Generation Equipment Based on Data Mining |
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| Abstract: | In order to ensure the security,stability,economy and optimizing operation of large wind power generation units,the on-line state monitoring and fault diagnosing system for wind power generation units based on data mining technology has been pointed out in this paper.And the hardware and software architecture,network technique and characteristics of this system are introduced individually.And the practical instance has proved its practicability and validity. |
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| Keywords: | wind turbines fault diagnosis data mining |
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