• 제목/요약/키워드: Gear Mesh Frequency

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다변량 통계 분석 방법을 이용한 회전기계 이상 온라인 감시 (On-Line Condition Monitoring for Rotating Machinery Using Multivariate Statistical Analysis)

  • 김흥묵;임은섭
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2000년도 춘계학술대회논문집
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    • pp.1108-1113
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    • 2000
  • A condition monitoring methodology for rotating machinery is proposed based on multivariate statistical analysis. The CMS usually are using the vibration signal amplitude such as acceleration RMS, peak and velocity RMS to detect machine faults but the information is not so enough that CMS cannot perform reliable monitoring. So new parameters are added such as shape factor, crest factor, kurtosis and skewness as time domain parameters and spectrum amplitude of rotating frequency, $2^{nd}$ harmonics and gear mesh frequency etc. as frequency domain parameters. Many parameters are combined to represent the machine state using the Hotelling's $T^2$ statistics. The proposed methodology is tested in laboratory and the on-line experiment has shown that the proposed methodology offers a reliable monitoring for rotating machinery.

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풍력발전기용 증속기 상태 모니터링에 관한 기초 연구 (Preliminary study on the Condition Monitoring of Wind-turbine Gearbox)

  • 박영준;이재정;이근호;남용윤
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2008년도 추계학술대회 논문집
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    • pp.343-346
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    • 2008
  • To improve the reliability and extend the life for a wind-turbine gearbox, the gearbox needs to be monitored and analysed exactly. This study was conducted to analyze and detect the gearbox conditions when lubricating oil contaminated by wear particles was used. Characteristics of the gearbox failure by wear particles were monitored simultaneously by the on-line measurement sensor of vibration, oil condition and temperature. For the detail vibration analyses, frequency analysis(FFT) was performed. The results of the study were summarized as follows: Vibrational signal was found sensitive to abnormal changes of the gearbox conditions when lubricant was contaminated by wear particles. Also, using frequency analysis for the harmonics of gear mesh frequency(GMF), it is found that the failure of gearbox was caused by the damages of meshing gears. However, temperature and oil condition measuring signals were found not so effective to detect any gearbox failure by oil contamination.

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감속기 내부 기어의 가공정밀도와 구동간 소음의 연관특성에 관한 연구 (Analysis of the Relation Between Machining Accuracy of Internal Gear and Noise in Reduction Gears)

  • 박성필;김우형;정진태
    • 대한기계학회논문집A
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    • 제36권5호
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    • pp.537-543
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    • 2012
  • 본 연구는 운전조건 하에서 감속기 내부기어의 가공정밀도와 소음의 연관 특성에 관한 실험적 연구이다. 이를 위하여 유성기어열로 이루어진 감속기를 제작하였으며, 내부 기어는 정밀도를 다르게 가공한 기어로서 4 세트를 제작하여 비교 실험하였다. 감속기에 대한 소음 및 진동 신호는 신호분석법에 의해 채집되었으며, 정지상태로부터 운전 가능 최고 속도까지 균등하게 증속하며 신호를 채집하였다. 또한 소음 레벨은 소음계를 이용하여 측정하여 비교하였다. 기어의 가공정밀도에 대한 평가는 한국 산업기술 시험원(ktl)에 의뢰하여 일본공업규격(JIS)에 준하여 객관적으로 평가되었으며, 이를 소음, 진동 신호와 함께 비교 분석하였다.

차량용 A/V 시스템의 구동부 소음원과 래틀 소음원에 관한 연구 (A Study on Noise Source Identification for Loading Mechanism and Rattle noise about A/V System)

  • 홍종호;강연준;이상호;이완우;이기석
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2003년도 추계학술대회논문집
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    • pp.189-195
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    • 2003
  • This paper represents an identification procedure for leading mechanism of a car A/V system which is composed of a DC motor and a set of plastic gears. In addition, we studied dominant noise source of rattle noise generated by external forced vibration as a car drives. we made a dynamometer to produce stationary operation on loading mechanism of A/V system because noise generated by actual loading mechanism is non-stationary signal. operating the dynamometer setup at various motor speeds, sound pressure spectra are measured and the results are analyzed. its dominant noise source is also identified by using a sound Intensity technique. we made use of multi-dimensional spectral analysis to rind a dominant rattle noise. this method is so useful to eliminate coherence between vibration sources and helps us obtain coherent output spectrum of individual vibration source which make a rattle noise.

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큐프렌시 영역 해석을 통한 드라이브 트레인 결함 분석 (Fault Analysis of the Wind Turbine Drive Train in the Quefrency Region)

  • 박용희;씨웨이;박현철
    • 신재생에너지
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    • 제9권3호
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    • pp.5-13
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    • 2013
  • In the previous research, dynamic results have been analyzed in the time and frequency regions. Time and frequency region can be transformed by the Fourier transform. This transform is very useful about analyzing system behaviors. However, because of coupling, it cannot give clear results in the real system including lots of defects. In this paper, we introduced the analysis based on quefrency region to represent physical means clearly from complicated results. We simulated the drive train system which has defects, and compared between frequency and quefrency region to show its excellence. To do this process, We established mathematical model. The equation of motion was derived by the Lagrange equation and constraint equations. The constraint equation included relationships about gear mesh, flexibility of shaft. About numerical analysis, the Newmark beta method was used to get results. And FFT (Fast Fourier Transform) which converts results from time domain to frequency, qufrequency was used.

진동신호를 이용한 LCD 반송로봇의 상태감시 파라미터 선정 (Parameter Selection for Condition Monitoring of LCD Conveyance Robot by Using Vibration Signals)

  • 장준혁;정원영;이규호;정진태
    • 대한기계학회논문집A
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    • 제35권12호
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    • pp.1593-1598
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    • 2011
  • 본 연구의 목적은 LCD 공정에서 사용되는 반송로봇의 상태감시 파라미터를 선정하고 이를 이용하여 상태감시 방법을 제안하는데 있다. LCD 반송로봇의 주행부 진동특성을 파악하기 위하여 주행부 감속기의 기어물림주파수(GMF)를 구하고, 주파수분석을 통해 이를 확인하였다. 취득데이터의 재연성을 확보하기 위하여 데이터 취득 운행 패턴을 선정하고 실험을 통해 재연성을 확인하였다. 무선데이터 취득 시스템을 구축하고 이를 이용하여 반송로봇의 상태를 감시하기 위한 기어물림 주파수를 중심으로 파라미터로 선정하였다. 취득된 데이터의 표준편차를 이용하는 상태감시 방법과 진폭의 배수를 이용하는 상태감시 방법을 제안하였다.

Acoustic-based estimation of fish stocks in Widas Reservoir, East Java, Indonesia

  • Siti Nurul Aida;Agus Djoko Utomo;Safran Makmur;Tuah Nanda M. Wulandari;Khoirul Fatah;Yosmaniar;Indra Suharman;Ulung Jantama Wisha
    • Fisheries and Aquatic Sciences
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    • 제27권4호
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    • pp.240-255
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    • 2024
  • Widas Reservoir is situated in an area of 570 ha in the Pajaran Village, Madiun Regency, East Java Province, Indonesia, playing an essential role in fisheries, with the average fish catch per year of about 283 tons/year. This study explores the standing stock, growth parameters, mortality, and exploitation rates of several dominant fishes in Widas Reservoir. This study was carried out from February to November 2019. Fish stocks were estimated using acoustic tools, fish catch records, and sizes collected by local enumerators. Fish length frequency sampling was conducted on several dominant fish species, such as Oreochromis niloticus, Barbonymus gonionotus, and Osteochilus vittatus. Based on the length-frequency data, estimating fish population dynamics, the fish population dynamics (infinitive length (L) and growth coefficient (K)) estimation was run in a time series using the Fish Sock Analysis Tool, II (FISAT II) program package. Moreover, the estimation of natural mortality parameters, the fishing mortality parameter, and the exploitation rate was also performed. The approximated overall fish stock in the Widas Reservoir was about 79,848 kg, which lowered with the increase in water depth. Of particular concern, in the surface layer at a depth between 1-5 m, the fish stock reached 58,813 kg, while in the deeper zone (> 15 m), the value significantly lowered by about 98%, reaching 1,219 kg. These results indicate an overfishing in the Widas Reservoir. The value of the exploitation rate (E) of B. gonionotus was 0.748, O. niloticus 0.8, and O. vittatus 0.7, respectively, proving the overfishing states occurred in the study area. Therefore, regulations governing the number of catches and the use of fishing gear are crucial in Widas Reservoir, particularly the use of lift and gill nets with a mesh size of less than 2 cm.