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| 可视化智能机械故障诊断系统的研究 | |
| 引用本文： | 方敏,王经维,徐国良,张苗苗.可视化智能机械故障诊断系统的研究[J].农业机械学报,1999,30(6):102-106. |
| 作者姓名： | 方敏 王经维 徐国良 张苗苗 |
| 作者单位： | 1. 合肥工业大学电气工程系 2. 宁波镇海税务局 3. 上海交通大学自动化系 |
| 摘 要： | 运用模糊神经网络推理技术，结合传统的振动信号谱分析方法，设计了可视化智能机械故障诊断系统软件。采用面向对象技术，在Ｗｉｎｄｏｗｓ环境下使用面向对象的编程语言Ｂｏｒｌａｎｄ Ｃ＋＋４．５开发了系统软件。具体介绍了该系统的组成，功能衣特点，给出了齿轮箱诊断实例。 |
| 关 键 词： | 故障诊断 频谱分析 神经网络 软件工具 |
| 修稿时间： | 1999-02-08 |
STUDY OF A VISUAL INTELLIGENT SYSTEM OF THE MECHANICAL FAULT DIAGNOSIS |
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| Fang Min,Wang Jingwei,Xu Guoliang,Zhang Miaomiao.STUDY OF A VISUAL INTELLIGENT SYSTEM OF THE MECHANICAL FAULT DIAGNOSIS[J].Transactions of the Chinese Society of Agricultural Machinery,1999,30(6):102-106. | |
| Authors: | Fang Min Wang Jingwei Xu Guoliang Zhang Miaomiao |
| Institution: | Fang Min Wang Jingwei (Hefei University of Technology) Xu Guoliang (Zhenhai Taxation Bureau)Zhang Miaomiao (Shanghai Jiaotong University) |
| Abstract: | An intelligent system of the mechanical fault diagnosis is designed by combining the traditional spectrum analysis of the vibration signals and the reasoning techniques of the fuzzy neural networks. The software is developed by the object oriented techniques and the object oriented language B C 4 5 in the environment of Windows. It supplies a visual tool for users to implement the signal sampling, data processing and diagnostic reasoning. It also supplies a graphical interface to acquire the diagnostic knowledge in order to develop the specialized diagnostic systems. The configuration, functions and features of the diagnostic system are discussed in details. At last a diagnostic example of the gearbox is given. |
| Keywords: | Fault diagnosis Frequency spectrum analysis Neural networks Software tools |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |