• Title/Summary/Keyword: signal energy

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Condition Monitoring of Low Speed Slewing Bearings Based on Ensemble Empirical Mode Decomposition Method

  • Caesarendra, W.;Park, J.H.;Choi, B.H.;Kosasih, P.B.
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2012.10a
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    • pp.388-393
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    • 2012
  • Vibration condition monitoring at low rotational speeds is still a challenge. Acoustic emission (AE) is the most used technique when dealing with low speed bearings. At low rotational speeds, the energy induced from surface contact between raceway and rolling elements is very weak and sometimes buried by interference frequencies. This kind of issue is difficult to solve using vibration monitoring. Therefore some researchers utilize artificial damage on inner race or outer race to simplify the case. This paper presents vibration signal analysis of low speed slewing bearings running at a low rotational speed of 15 rpm. The natural damage data from industrial practice is used. The fault frequencies of bearings are difficult to identify using a power spectrum. Therefore the relatively improved method of empirical mode decomposition (EMD), ensemble EMD (EEMD) is employed. The result is can detect the fault frequencies when the FFT fail to do it.

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Attribution of PAH Degradation of Sphingomonas chungbukensis DJ77 to the Plasmid pSY1 (Sphingomonas chungbukensis DJ77에 존재하는 Plasmid pSY1의 PAH 분해능)

  • 박승기;김성재;신희정;김영창
    • Korean Journal of Microbiology
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    • v.37 no.2
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    • pp.120-123
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    • 2001
  • Sphingomonas chungbukensis DJ77 is able to use phenanthrene and biphenyl as the sole carbon and energy source. Mitomycin C curing experiment suggested that polyaromatic hydrocarbon (PAH) utilization in strain DJ77 was plasmid-encoded. The plasmid cured strains were failed to grow on the minimal medium sprayed with biphenyl or phenanthrene. This was evident from southern hybridizations using a previously cloned DNA segment as a probe. There were positive signals in the palsmid DNA of the wild-type strain DJ77 and the absence of hybridizations with chromosomal DNA from the plasmid DNA of the wild-type strain DJ77 and the absence of hybridizations with chromosomal DNA from the palsmid-cured mutant strains.

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Pattern Classification of Acoustic Emission Signals During Wood Drying by Artificial Neural Network (인공신경망을 이용한 목재건조 중 발생하는 음향방출 신호 패턴분류)

  • 김기복;강호양;윤동진;최만용
    • Journal of Biosystems Engineering
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    • v.29 no.3
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    • pp.261-266
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    • 2004
  • This study was Performed to classify the acoustic emission(AE) signal due to surface cracking and moisture movement in the flat-sawn boards of oak(Quercus Variablilis) during drying using the principal component analysis(PCA) and artificial neural network(ANN). To reduce the multicollinearity among AE parameters such as peak amplitude, ring-down count event duration, ring-down count divided by event duration, energy, rise time, and peak amplitude divided by rise time and to extract the significant AE parameters, correlation analysis was performed. Over 96 of the variance of AE parameters could be accounted for by the first and second principal components. An ANN analysis was successfully used to classify the Af signals into two patterns. The ANN classifier based on PCA appeared to be a promising tool to classify the AE signals from wood drying.

Crash Discrimination Algorithm with Two Crash Severity Levels Based on Seat-belt Status (안전띠 착용 유무에 근거한 두 단계의 충돌 가혹도 수준을 갖는 충돌 판별 알고리즘)

  • 박서욱;이재협
    • Transactions of the Korean Society of Automotive Engineers
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    • v.11 no.2
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    • pp.148-156
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    • 2003
  • Many car manufacturers have frequently adopted an aggressive inflator and a lower threshold speed for airbag deployment in order to meet an injury requirement for unbolted occupant at high speed crash test. Consequently, today's occupant safety restraint system has a weakness due to an airbag induced injury at low speed crash event. This paper proposes a new crash algorithm to improve the weakness by suppressing airbag deployment at low speed crash event in case of belted condition. The proposed algorithm consists of two major blocks-crash severity algorithm and deployment logic block. The first block decides crash severity with two levels by means of velocity and crash energy calculation from acceleration signal. The second block implemented by simple AND/OR logic combines the crash severity level and seat belt status information to generate firing commands for airbag and belt pretensioner. Furthermore, it can be extended to adopt additional sensor information from passenger presence detection sensor and safing sensor. A simulation using real crash data for a 1,800cc passenger vehicle has been conducted to verify the performance of proposed algorithm.

Detection of M-FSK Signals with Difference Threshold Test in Rayleigh Fading Channels (레일리 감쇄 채널에서 차분 문턱간 검정을 쓴 M진 주파수 편이 변조 신호검파)

  • Kim Hong Jik;Kang Hyun Gu;Kim Sun Yong;Kwon Hyoungmoon;Bang Man-Won;Song Iickho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.10C
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    • pp.999-1006
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    • 2005
  • The difference threshold test (DTT) declares erasures whenever the difference between the largest and second largest energy detector outputs does not exceed a given threshold. we show that the DTT outperforms the ratio threshold test (RTT) for finite modulation size and diversity order in the detection of M-FSK signals. The asymptotic performance for infinite modulation size and diversity order is then investigated. It is shown that the minimum signal-to-noise ratio required to achieve error-free communication for the DTT is the same as that for the RTT.

A Study on the Estimation Technique of Frequency in the Power System using FIR Filter (FIR 필터를 이용한 전력계통 주파수 추정기법에 관한 연구)

  • Nam, S.B.;Lee, H.G.;Park, C.W.;Shin, M.C.
    • Proceedings of the KIEE Conference
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    • 2001.07e
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    • pp.80-85
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    • 2001
  • Frequency is an important operating parameter of a power system. Frequency of a power system remains constant if sum of all the loads plus losses equals total generation in the system. However, the frequency starts to decrease if total generation is less than the sum of loads and tosses. On the other hand, the system frequency increases if total generation exceeds the sum of loads and losses. Electric power systems sustain transient frequency swings whenever the balance between generation and load does not no longer hold. To cope with this Constraints, it requires an accurate and high speedy frequency deviation estimation technique and suitable adjustment to obtain the power system energy balance. The fundamental frequency component of 3-phase signal is first extracted by using an algorithm based on FIR(finite duration impulse response) filter, a phase angle of a voltage. The rate change of the phase angle is used for estimation and speed in its process. Also, to confirm the validity of the proposed algorithm, the simulation results obtained by using EMTP(electro magnetic transients program) are shown.

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Charge Transport Characteristics of a-Se based X-ray Detector (비정질 셀레늄 기반의 X선 검출 센서의 전하 수송 특성)

  • Kang, Sang-Sik;Cha, Byung-Youl;Jang, Gi-Won;Kim, Jae-Hyung;Nam, Sang-Hee
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2002.11a
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    • pp.375-378
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    • 2002
  • There has recently been a great deal of interest in amorphous selenium for application of digital x-ray image sensor. The initial number of the electron-hole induced by interaction a-Se with x-ray photons and the collection efficiency to surface of generated charges are important parameters for x-ray sensitivity of the a-Se. Therefore, in this paper, we analyzed that thickness of a-Se film and electric field is affected on the initial number of electron-hole and the collection efficiency. The experimental value of x-ray induced charge about the various thickness and the electric field is compared with estimated absorbed energy through MCNP 4C code to analyze the mechanism x-ray induced signal of a-Se. The experimental results showed that the electric field depends on initial escape coefficient and the thickness depends on collection coefficient than escape efficient.

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The Study on Quantum Efficiency of $CaWO_4$ Screen with Diagnostic X-ray (진단 X선에 대한 $CaWO_4$ 증감지의 양자효율 연구)

  • Park, Ji-Koon;Kang, Sang-Sik;Jang, Gi-Won;Lee, Hung-Won;Nam, Sang-Hee
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2002.11a
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    • pp.379-382
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    • 2002
  • Lately, intensifying screen of the $CaWO_4$ is used to medical treatment and diagnosis of the image. In this paper, we investigated transmission fraction and mass attenuation coefficient of $CaWO_4$ screen about diagnostic x-ray of low energy using MCNP 4C code. Experimentally, for 0.9 mm-$CaWO_4$ screen, the absorbable rate of diagnostic x-ray is more than 95%. according to kVp, the experimental value of mass attenuation coefficient is in a1most agreement with an corrected estimate value of MCNP and the deviation of experimental values is less than ${\pm}7%$. Using the MCNP code through this paper, we can make an estimate of signal and design for construction of the CaWO4/a-Se based digital x-ray image detector and make a good use of the foundation data for development of other materials.

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The Characteristics on the Change of Cerebral Cortex using Alternating Current Power Application for Transcranial Magnetic Stimulation

  • Kim, Whi-Young
    • Journal of Magnetics
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    • v.19 no.2
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    • pp.197-204
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    • 2014
  • A transcranial magnetic stimulation device is a complicated appliance that employs a switching power device designed for discharging and charging a capacitor to more than 1 kV. For a simple transcranial magnetic stimulation device, this study used commercial power and controlled the firing angle using a Triac power device. AC 220V 60 Hz, the power device was used directly on the tanscranial magnetic stimulation device. The power supply device does not require a current limiting resistance in the rectifying device, energy storage capacitor or discharge circuit. To control the output power of the tanscranial magnetic stimulation device, the pulse repetition rate was regulated at 60 Hz. The change trigger of the Triac gate could be varied from $45^{\circ}$ to $135^{\circ}$. The AVR 182 (Zero Cross Detector) Chip and AVR one chip microprocessor could control the gate signal of the Triac precisely. The stimulation frequency of 50 Hz could be implemented when the initial charging voltage Vi was 1,000 V. The amplitude, pulse duration, frequency stimulation, train duration and power consumption was 0.1-2.2T, $250{\sim}300{\mu}s$, 0.1-60 Hz, 1-100 Sec and < 1 kW, respectively. Based on the results of this study, TMS can be an effective method of treating dysfunction and improving function of brain cells in brain damage caused by ischemia.

Chain Transfer to Monomer and Polymer in the Radical Polymerization of Vinyl Neo-decanoate

  • Balic, Robert;Fellows, Christopher M.;Van Herk, Alex M.
    • Macromolecular Research
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    • v.12 no.4
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    • pp.325-335
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    • 2004
  • Molecular weight distributions of poly(vinyl neo-decanoate) produced by the bulk polymerization of the monomer to low conversions were investigated to obtain values of the rate constants for the chain transfer to monomer ( $C_{M}$). The value of $C_{M}$ of 7.5($\pm$0.6)${\times}$10$^{-4}$ was obtained from a logarithmic plot of the number distribution at 5,25, and 5$0^{\circ}C$, which suggests that the activation energy for chain transfer is on the order of 20-25 kJ ㏖$^{-1}$ . These plots were linear between the number and weight-average degrees of polymerization, but not over the whole molecular weight range for which a significant signal was observed in the gel permeation chromatography (GPC) trace. Modeling suggests that the deviations observed at high molecular weights can be explained by branching of the chains through chain transfer to the polymer, with a branching density as low as 10$^{-5}$ , without affecting the slope at low values of the number of monomer unit, N. This deviation from the expected distribution of linear chains was used to estimate the branching densities at low conversion.ion.