航天推进技术研究院主办
CHEN Hai-feng,ZHAO Zheng-she,ZHANG Shao-bo.Research on liquid rocket engine fault diagnosis algorithm according to vibration detection[J].Journal of Rocket Propulsion,2012,38(06):62-69.
基于振动检测的发动机故障诊断算法研究
- Title:
- Research on liquid rocket engine fault diagnosis algorithm according to vibration detection
- 文章编号:
- 1672-9374(2012)06-0062-08
- 分类号:
- V414-34
- 文献标志码:
- A
- 摘要:
- 基于振动检测的发动机故障诊断算法,分析发动机发生故障时振动信号所具有的特征和故障诊断指标选择,对振动信号预处理、特征提取、状态识别和诊断决策分别进行了介绍,研究出采用振幅和频率两参量包络曲线法诊断发动机故障的算法,通过发动机热试车验证了采用发动机振动检测来判断发动机故障的算法的正确性。
- Abstract:
- A rocket engine fault diagnosis algorithm based on the vibration signal detection is proposed in this paper. The characteristics of vibration signal as the engine fault occurs are analysed. The selection of fault diagnosis indexes, vibration signal pretreatment, feature extraction, state identification and diagnosis decision are introduced respectively in the scheme. The algorithm that adopts the envelope curve method of amplitude and the vibration frequency parameters to diagnose the engine fault was studied. The engine hot test verified the correctness of the algorithm, which adopts the detection method of rocket engine vibration signal to judge the engine fault.
参考文献/References:
[1]郭霄峰. 液体火箭发动机试验[M]. 北京: 宇航出版社, 1990.
[2]张贤达. 信号处理[M]. 北京: 清华大学出版社, 1995.
[3]闫俊伏, 谭兴昀. 振动测量参数在故障诊断中的分析[J]. 山西电力, 2008 (2): 32-33.
[4]朱恒伟. 液体推进剂火箭发动机地面试车故障检测与诊断研究[D]. 长沙: 国防科技大学, 2003.
[5]申弢, 黄树红. 振动故障信号奇异性指数的统计特征研究[J]. 振动工程学报, 2003, 16(4): 476-479.
[6]OPPENHEIM A V, SCHAFER R W. 离散时间信号处理[M]. 刘树棠, 黄建国, 译. 西安: 西安交通大学出版社, 2001: 575-586.
[7]王洪杰. 齿轮泵的振动信号研究[J]. 哈尔滨工业大学学报, 1996, 28(4): 17-21.
[8]郝鹏, 马建仓. 基于DSP 测量的捷联惯导系统设计[J]. 电子设计工程, 2011, 19(24): 120-122.
[9]崔岩岩, 霍亮生, 李响. 基于VC++的发动机ECU 测试系统的研究与设计[J]. 电子设计工程, 2011, 19(10): 28-30.
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备注/Memo
收稿日期:2012-05-31;修回日期:2012-06-20
基金项目:中国航天科技集团公司支撑项目(2009JY05)
作者简介:陈海峰(1977—),男,工程师,研究领域为液体火箭发动机振动测量技术