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混沌理论与小波包分析相结合的状态监测方法研究 被引量:10
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作者 赵吉文 冯志华 +3 位作者 刘志刚 张平 李晓峰 孔凡让 《振动与冲击》 EI CSCD 北大核心 2004年第4期21-25,共5页
基于混沌与小波包理论的研究 ,通过比较混沌方法与小波包方法各自在状态监测领域中的优点 ,提出了一种将两者结合进行状态监测的混沌小波方法 ,该方法通过对设备运行过程中已采集到的各关键部件振动信号的历史记录进行信号特征量的实时... 基于混沌与小波包理论的研究 ,通过比较混沌方法与小波包方法各自在状态监测领域中的优点 ,提出了一种将两者结合进行状态监测的混沌小波方法 ,该方法通过对设备运行过程中已采集到的各关键部件振动信号的历史记录进行信号特征量的实时提取 ,以及对所得特征量的变化趋势进行比较研究 ,确定各监测部位的运行状态 ,进而实现故障定位。结合汽车变速箱中齿轮系统状态监测模拟实例 ,对该方法进行了验证 ,结果表明理论得出的数据和实验模拟结果相吻合。 展开更多
关键词 混沌动力学 小波包 信号二次处理 状态监测 机械动态信号
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Mechanism of electro-hydraulic exciter for new tamping device 被引量:6
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作者 刘毅 龚国芳 +2 位作者 杨华勇 韩冬 杨学兰 《Journal of Central South University》 SCIE EI CAS 2014年第2期511-520,共10页
A new tamping device which is driven by an electrohydraulic exciter was proposed to overcome the limitations of mechanically driven devices.The double-rod oscillation cylinder drives the tamping arm to realize vibrati... A new tamping device which is driven by an electrohydraulic exciter was proposed to overcome the limitations of mechanically driven devices.The double-rod oscillation cylinder drives the tamping arm to realize vibration.A new spin valve was designed in order to fulfill dynamic state requirements of the oscillation cylinder.Parametric analysis was carried out by establishing mathematic model.Then,the relationships among the structure of valve port and the frequency,amplitude,output shock force of the cylinder were researched.An experimental device of the electrohydraulic exciter was established to validate the theoretical results.The signals were acquired by AVANT dynamic signal analyser of vibration.The results show that new tamping device can satisfy all kinds of complex working conditions with the flexible adjustment of frequency and amplitude. 展开更多
关键词 tamping device spin valve oscillation cylinder electro-hydraulic exciter variable damping parametric analysis
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Maximal-overlap adaptive multiwavelet for detecting transient vibration responses from dynastic signal of rotating machineries
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作者 HE ShuiLong ZI YanYang +3 位作者 ZHAO ChenLu CHEN BinQiang WANG XiaoDong HE ZhengJia 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第1期136-150,共15页
Vibration signal is an important prerequisite for mechanical fault detection. However, early stage defect of rotating machiner- ies is difficult to identify because their incipient energy is interfered with background... Vibration signal is an important prerequisite for mechanical fault detection. However, early stage defect of rotating machiner- ies is difficult to identify because their incipient energy is interfered with background noises. Multiwavelet is a powerful tool used to conduct non-stationary fault feature extraction. However, the existing predetermined multiwavelet bases are independ- ent of the dynamic response signals. In this paper, a constructing technique of vibration data-driven maximal-overlap adaptive multiwavelet (MOAMW) is proposed for enhancing the extracting performance of fault symptom. It is able to derive an opti- mal multiwavelet basis that best matches the critical non-stationary and transient fault signatures via genetic algorithm. In this technique, two-scale similarity transform (TST) and symmetric lifting (SymLift) scheme are combined to gain high designing freedom for matching the critical faulty vibration contents in vibration signals based on the maximal fitness objective. TST and SymLift can add modifications to the initial multiwavelet by changing the approximation order and vanishing moment of mul- tiwavelet, respectively. Moreover, the beneficial feature of the MOAWM lies in that the maximal-overlap filterbank structure can enhance the periodic and transient characteristics of the sensor signals and preserve the time and frequency analyzing res- olution during the decomposition process. The effectiveness of the proposed technique is validated via a numerical simulation as well as a rolling element beating with an outer race scrape and a gearbox with rub fault. 展开更多
关键词 fault diagnosis maximal-overlap adaptive multiwavelet two-scale similarity transform symmetric lifting rotating machineries
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