| 基于大数据的控制系统故障诊断方法综述 |
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| 引用本文： | 房汉鸣,税爱社,汪辉,宗福兴,路申易.基于大数据的控制系统故障诊断方法综述[J].单片机与嵌入式系统应用,2016(4):6-9. |
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| 作者姓名： | 房汉鸣 税爱社 汪辉 宗福兴 路申易 |
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| 作者单位： | 1. 后勤工程学院后勤信息与军事物流工程系,重庆,401311;2. 工程兵学院;3. 后勤工程学院管理科学与工程系 |
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| 摘 要： | 大数据技术的发展使得控制系统故障诊断方法进一步丰富和完善，为此在总结大量参考文献的基础上，从控制系统故障诊断方法分类变化角度，简述了其发展历程。通过新的故障诊断方法分类，归纳总结了控制系统故障诊断方法的现状，对比分析了基于解析模型、经验知识和数据驱动方法的优缺点，最后进行了总结展望。
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| 关 键 词： | 控制系统 故障诊断 数据驱动 |
Fault Diagnosis Methods of Control System Based on Big Data |
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| Fang Hanming;Shui Aishe;Wang Hui;Zong Fuxing;Lu Shenyi.Fault Diagnosis Methods of Control System Based on Big Data[J].Microcontrollers & Embedded Systems,2016(4):6-9. |
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| Authors: | Fang Hanming;Shui Aishe;Wang Hui;Zong Fuxing;Lu Shenyi |
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| Affiliation: | Fang Hanming;Shui Aishe;Wang Hui;Zong Fuxing;Lu Shenyi;Department of Logistics Information&Logistics Engineering,Logistic Engineering University of PLA;Engineers Soldiers College;Department of Management Science&Engineering,Logistic Engineering University of PLA; |
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| Abstract: | The method of fault diagnosis about the control system has enriched with the technological development of the big data .The development process of fault diagnosis is described from the perspective of classification on the basis of summarizing a large number of lit‐eratures .Fault diagnosis methods of the control system are summarized through the new classification .The advantages and disadvantages of the methods based on the analytical model ,the experience knowledge and the data driven are analyzed contrastively .Finally ,a summa‐ry and outlook are made . |
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| Keywords: | control system fault diagnosis data driven |
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