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基于局部特征尺度分解與瞬時(shí)頻率譜的齒輪故障診斷
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(1.海軍航空工程學(xué)院,飛行器工程系,山東 煙臺 264001;2.海軍航空工程學(xué)院 飛行器檢測與應用研究所,山東 煙臺 264001)

作者簡(jiǎn)介:

崔偉成(1981-),男,河南鄭州人,博士生,講師,主要從事裝備智能故障診斷方向的研究。 許愛(ài)強(1963-),男,山東即墨人,教授,博導,主要從事裝備自動(dòng)測試方向的研究。 [FQ)]

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國家部委預研基金資助(9140A27020214JB1446)。


Gear Fault Diagnosis Based on Local Characteristic-scale Decomposition and Instantaneous Frequency Spectrum
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(1.Department of Aircraft Engineering, Naval Aeronautical and Astronautical University ,Yantai 264001,China;2.Institute of Aircraft Detection and Application, Naval Aeronautical and Astronautical University, Yantai 264001,China) 

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    摘要:

    齒輪故障振動(dòng)信號具有非平穩、非線(xiàn)性特征,且可視為多個(gè)調幅-調頻分量的疊加,單個(gè)調幅-調頻分量的瞬時(shí)頻率蘊含了齒輪的故障特征;為了將信號準確分解、獲得單分量的瞬時(shí)頻率,進(jìn)而根據瞬時(shí)頻率譜進(jìn)行齒輪故障診斷,提出了局部特征尺度分解與瞬時(shí)頻率譜相結合的故障診斷方法;該方法首先對齒輪振動(dòng)信號運用局部特征尺度分解,得到若干個(gè)瞬時(shí)頻率有物理意義的內稟尺度分量,然后分別應用希爾伯特變換技術(shù)求取每個(gè)分量的瞬時(shí)頻率,并對瞬時(shí)頻率進(jìn)行傅里葉變換得到瞬時(shí)頻率譜,最后根據瞬時(shí)頻率譜進(jìn)行故障診斷;對齒輪斷齒故障實(shí)驗數據進(jìn)行了方法有效性分析,分析結果表明:該方法不僅能夠準確診斷出齒輪箱故障情況,還能定位發(fā)生故障的齒輪,該方法可有效地應用于齒輪故障診斷。

    Abstract:

    The vibration signal of fault gear is characterized by non-stationary and non-linear, and can be regarded as the superposition of some amplitude-modulation components and frequency-modulation components. The instantaneous frequency of a single component contains the fault characteristics of gear. In order to decompose the signal accurately and obtain the instantaneous frequency of a single component, a fault diagnosis method based on the local characteristic-scale decomposition (LCD) and the instantaneous frequency spectrum was proposed. Firstly,the original vibration signal was disposed by LCD, and the intrinsic mode components (ISC) whose instantaneous frequency have physical meaning were obtained.Secondly, each instantaneous frequency of ISC was computed by Hilbert transform (HT), and the instantaneous frequency spectrum was got by means of Fourier transform (FT). At last the instantaneous frequency spectrums were acquired to fault diagnosis. The fault data of gear broken teeth was analyzed. The analysis results show that the method can diagnose the fault of gear box, and locate the fault. The method can be applied to gear fault diagnosis effectively.

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崔偉成,許愛(ài)強,李偉,孟凡磊.基于局部特征尺度分解與瞬時(shí)頻率譜的齒輪故障診斷計算機測量與控制[J].,2016,24(3):29-32.

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  • 收稿日期:2015-09-21
  • 最后修改日期:2015-10-20
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  • 在線(xiàn)發(fā)布日期: 2016-07-27
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