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舵机特征模型及其故障检测方法
引用本文:朱纪洪,和阳,黄志毅.舵机特征模型及其故障检测方法[J].航空学报,2015,36(2):640-650.
作者姓名:朱纪洪  和阳  黄志毅
作者单位:1. 清华大学 计算机科学与技术系 智能技术与系统国家重点实验室, 北京 100084;
2. 中航工业兰州飞行控制有限责任公司, 兰州 730070
基金项目:National Natural Science Foundation of China,国家自然科学基金
摘    要:舵机故障诊断对于提高飞行安全十分重要,传统方法面临着载荷时变不确定及自身存在速率饱和非线性等难题,往往会给诊断结果带来影响,导致虚警。为解决该问题,提出了一种舵机特征模型及其故障检测方法。首先根据舵机通频带和饱和速率2个外特性建立诊断用特征模型,然后采用状态观测器计算舵机转速和位置的响应参考值,最后根据转速和位置实际值与参考值的残差是否超过预设阈值来判断舵机的电机和驱动器是否发生故障。该方法可以有效避免因舵机载荷不确定及自身速率饱和所引起的虚警,同时,由于特征模型仅与通频带及饱和速率有关,故该方法具有简单、实用性强等显著优点。

关 键 词:舵机  特征模型  故障检测  特征参数  速率饱和

Characteristic model-based approach for actuator fault diagnosis
ZHU Jihong,HE Yang,HUANG Zhiyi.Characteristic model-based approach for actuator fault diagnosis[J].Acta Aeronautica et Astronautica Sinica,2015,36(2):640-650.
Authors:ZHU Jihong  HE Yang  HUANG Zhiyi
Institution:1. State Key Lab of Intelligent Technology and Systems, Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China;
2. Lanzhou Flight Control Corporation, Ltd., AVIC, Lanzhou 730070, China
Abstract:Actuator fault diagnosis is very important to improve flight safety. Nevertheless, some nonlinear problems in classical approaches such as load time variability uncertainty and rate saturation etc. will affect the diagnosis, resulting in false alarm. This paper presents a characteristic model-based fault detection method for actuator to solve the problems. Firstly, a characteristic model used in diagnosis is established according to the bandwidth and the rate saturation of the actuator. Then, the reference responses of the velocity and displacement are calculated with state estimators. Lastly, judging by whether the residuals between the practical velocity or displacement and the references exceed the given thresholds or not, failures in motors or drives can be easily detected. This approach can avoid the false alarm caused by load uncertainty or rate saturation effectively, and the characteristic model, only related to the actuator bandwidth and rate saturation, is provided with the significant advantages of simplicity and practicability.
Keywords:actuator  characteristic model  fault detection  characteristic parameter  rate saturation
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