• 제목/요약/키워드: acoustic emission parameters

검색결과 158건 처리시간 0.048초

AE 센서와 신경회로망을 이용한 NAK80 금형강의 자기연마 가공특성 모니터링 (Surface Condition Monitoring in Magnetic Abrasive Polishing of NAK80 Using AE Sensor and Neural Network)

  • 김광희;신창민;김태완;곽재섭
    • 한국생산제조학회지
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    • 제21권4호
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    • pp.601-607
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    • 2012
  • The magnetic abrasive polishing (MAP), for online monitoring with AE sensor attachment, was performed in this study. To predict the surface roughness after the magnetic abrasive polishing of NAK80, the signal data acquired from the AE sensor were analyzed. A dimensionless coefficient, which consisted of average of AErms and standard deviation of AE signal, was defined as a characteristic of the MAP and a prediction model was obtained using least square method. A neural network, which had multiple input parameters from AE signals and polishing conditions, was applied for predicting the surface roughness. As a result of this study, it was seen that there was very close correlation between the AE signal and the surface roughness in the MAP. And then on-line prediction of the surface roughness after the MAP of the NAK80 was possible by the developed prediction model.

웨이블렛-신경망을 이용한 부분방전 종류와 진단에 관한연구 (A Study on Diagnosis of Partial Discharge Type Using Wavelet Transform-Neural Network)

  • 박재준;전현구;전병훈;김성홍;권동진
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2002년도 하계학술대회 논문집 Vol.3 No.2
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    • pp.894-899
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    • 2002
  • In this papers, we proposed the new method in order to diagnosis partial discharge type of transformers. For wavelet transform, Daubechies filter is used, we can obtain wavelet coefficients which is used to extract feature of statistical parameters (maximum value, average value, dispersion, skewness, kurtosis) about high frequency current signal per 3-electrode type (needle-plane electrode, IEC electrode and Void electrode.). Also. these coefficients are used to identify Signal of internal partial discharge in transformer. As a result. from compare of high frequency current signal amplitude and average value. we are obtained results of IEC electrode> Void electrode> Needle-Plane electrode. otherwise. In case of skewness and kurtosis, we are obtained results of Void electrode> IEC electrode > Needle-Plane electrode. As Improved method in order to diagnosis partial discharge type of transformers, we use neural network.

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광촉매가 첨가된 스코리아/황토 콘크리트의 NOx 제거 특성 (The photo-removal Characteristic of NOx by photocatalyst/scoria/loess concrete)

  • 고성현;이재훈;홍종현;류성필;김문훈;문경종
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2006년도 춘계 학술발표회 논문집(II)
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    • pp.593-596
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    • 2006
  • The environment-friendly building material, photocatalyst/scoria/loess concrete, was prepared using scoria and loess (which have merits as building materials) and photocatalyst (which has the functions to compose the environmental contaminants and of self cleaning). In order to apply this material as a building material, the compressive and flexible strengths, and water absorptivity (which have been set by Korea Industrial Standard) were measured. In order to know the environment-friendly characteristics of this material, several tests, such as, the tests of emissivity and emission power of far infrared ray and acoustic absorptivity, antibacterial test for Escherichia coli and Pseudomonas aeruginosa, antifungal test for mixed fungal strains, and deodorization test of ammonia were carried out. Moreover, the removal characteristics of NOx, and formaldehyde (HCHO) by photocatalyst/scoria/loess concrete were examined as the following different parameters: the removal characteristics of these contaminants with the substitution ratio and the kind of photocatalyst, light source, UV intensity of sunlight, relative humidity, intial NOx concentration.

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최적 가공 조건을 위한 4인치 웨이퍼의 가공 특성에 관한 연구 (The Study on the Machining Characteristics of 4 inch Wafer for the Optimal Condition)

  • 원종구;이정택;이정훈;이은상
    • 한국공작기계학회논문집
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    • 제16권5호
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    • pp.90-95
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    • 2007
  • Single side final polishing is a very important role to stabilize a wafer finally before the device process on the wafer is executed. In this study, the machining variables, such as pressure, machining time, and the velocity of pad table were adopted. These parameters have the major influence on the characteristics of wafer polishing. We investigated the surface roughness changing these variables to find the optimal polishing condition. Pad, slurry, slurry quantity, and oscillation distance were set to the fixed variables. In order to reduce defects and find a stable machining condition, a hall sensor was used on the polishing process. AE sensor was attached to the polishing machine to verify optimal condition. Applying data analysis of the sensor signal, experiments were performed. We can get better surface roughness from loading the quasi static force and improving wafer-holding method.

공동 공진해석을 이용한 왕복동식 압축기의 기동소음 저감에 관한 연구 (Start-up Noise Reduction of Reciprocating Compressor Using Cavity Resonance Analysis)

  • 김민철;김원진
    • 한국소음진동공학회논문집
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    • 제20권2호
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    • pp.153-159
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    • 2010
  • This work focuses on finding a method to reduce the noise of a hermetic reciprocating compressor during start-up using an acoustical analysis. The noise of compressor during start-up, which is a higher level than that of a normal operating condition, has transient and non-stationary characteristics. The acoustical analysis of compressor cavity is performed to find an effective method to reduce the noise level. In the acoustical analysis, the shape variations of frequency response function in the neighborhood of resonances are tested for three parameters: the height of remained oil, the suction position of refrigerant and the position of driving part. As a conclusion of this result, to reduce the emission noise of compressor during start-up, the height of remained oil should be kept at 16 mm, the refrigerant should be sucked at the cross point of nodal lines of X and Y directional cavity modes, and the driving part should be positioned in the center of cavity.

Alloy718 동종 마찰용접재의 기계적 특성에 관하여 (On Mechanical Properties of Similar Friction Welded in Alloy718)

  • 공유식;김선진;권상우;김정한;박노광
    • 한국해양공학회:학술대회논문집
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    • 한국해양공학회 2006년 창립20주년기념 정기학술대회 및 국제워크샵
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    • pp.205-208
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    • 2006
  • Similar friction welding were produced using 15 mm diameter solid bar in Ni-base superalloy(alloy718) to investigate their mechanical properties. The main friction welding parameters were selected to endure good quality welds on the basis of visual examination, tensile tests, AE total counts and ultrasonic attenuation coefficient. The specimens were tested as welded, not heat-treated. The tensile strength of the friction welded joints was increased up to 90% of the alloy718 base metal under the condition of all heating time. Optimal welding conditions were n=2,000 (rpm), $P_1=200$ (MFa), $P_2=200$ (MFa), $t_1=8$ (s), $t_2=5$ (s) when the total upset length is 4.4(mm). The weld interface of similar friction welded steel bars was mixed strongly.

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치과의술용 다이아몬드 전착공구의 마멸 (Wear of Diamond Dental Burs)

  • 이근상;임영호;권동호;소의열
    • 한국정밀공학회지
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    • 제16권4호통권97호
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    • pp.148-154
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    • 1999
  • This study was carried out to verify grinding performance of dental diamond bur and investigate the possibility of AE application in dentistry field. Workpieces were made of acryl and bovine respectively for the experiments in this study. Grinding test was conducted to get the data of grinding resistance and specific grinding energy of four different types of diamond bur by using tool dynamometer. AE signal was acquired to verify grinding process in the AE measuring system. Tool wear was observed to find parameters about grinding characteristics of diamond bur by means of SEM picture. It was found that the wear of dental diamond bur could be detected with polishing of grinding material, removal of adhesive parts, wear of particles neighboring cutting nose, loss of material and elevation of temperature. The wear of B, C, D type diamond bur is due to wear and fracture of grain size. Abnormal state can be found through the behavior of AE signal in the grinding working. As a result, it is expected that forecast of abnormal state is possible using AE equipments under real time process.

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Thermographic analysis of failure for different rock types under uniaxial loading

  • Kirmaci, Alper;Erkayaoglu, Mustafa
    • Geomechanics and Engineering
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    • 제23권6호
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    • pp.503-512
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    • 2020
  • Mining activities focus on the production of mineral resources for energy generation and raw material requirements worldwide and it is a known fact that shallow reserves become scarce. For this reason, exploration of new resources proceeds consistently to meet the increasing energy and raw material demand of industrial activities. Rock mechanics has a vital role in underground mining and surface mining. Devices and instruments used in laboratory testing to determine rock mechanics related parameters might have limited sensing capability of the failure behavior. However, methodologies such as, thermal cameras, digital speckle correlation method and acoustic emission might enable to investigate the initial crack formation in detail. Regarding this, in this study, thermographic analysis was performed to analyze the failure behaviors of different types of rock specimens during uniaxial compressive strength experiments. The energy dissipation profiles of different types of rocks were characterized by the temperature difference recorded with an infrared thermal camera during experiments. The temperature increase at the failure moment was detected as 4.45℃ and 9.58℃ for andesite and gneiss-schist specimens, respectively. Higher temperature increase was observed with respect to higher UCS value. Besides, a temperature decreases of about 0.5-0.6℃ was recorded during the experiments of the marble specimens. The temperature change on the specimen is related to release of radiation energy. As a result of the porosity tests, it was observed that increase in the porosity rate from 5.65% to 20.97% can be associated to higher radiation energy released, from 12.68 kJ to 297.18 kJ.

Effects of water saturation time on energy dissipation and burst propensity of coal specimens

  • Yang, Xiaohan;Ren, Ting;Tan, Lihai;Remennikov, Alex
    • Geomechanics and Engineering
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    • 제24권3호
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    • pp.205-213
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    • 2021
  • Water infusion has long been taken as an effective way to eliminate coal burst risk as coal properties can be loosen and soften by water infusion. However, not all industrial trials of water infusion for coal burst prevention have been necessarily effective in all situations as the effectiveness of this method can be affected by water infusion time, coal properties and the parameters of water injection. Hence, some fundamental issues including the effects of water infusion time on burst propensity and energy evolution need to be further discussed. In this paper, four groups of coal specimens with 0 day, 5 days, 10 days, and 15 days water saturation time are tested under uniaxial compression load with the application of AE monitoring. To comprehensively compare the burst behavior of coal specimens under different water saturation time, stress-strain curves, AE counts, fragmentation characteristics and burst propensity of these groups are analyzed. It was found by this research that sufficient water saturation can mitigate the burst behavior of coal samples while insufficient water infusion might cannot reach the burst mitigation aims.

AE기법에 의한 압축력을 받는 고인성 섬유보강 시멘트 복합체의 손상 평가 (Assessment of the Damage in High Performance Fiber-Reinforced Cement Composite under Compressive Loading Using Acoustic Emission)

  • 김선우;윤현도
    • 콘크리트학회논문집
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    • 제21권5호
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    • pp.589-597
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    • 2009
  • 고인성 섬유보강 시멘트 복합체는 시멘트 매트릭스 내 보강된 섬유의 계면부착응력에 의해 다수의 미세균 열분산 및 손상저항성능을 갖게 되나, 이를 구조물에 적용하기 위해서는, 고인성 섬유보강 시멘트 복합체의 파괴거동을 규명함과 동시에 보강섬유에 따른 시멘트 매트릭스의 마이크로 파괴메커니즘에 대한 이해가 요구된다. 이 연구에서는 단조 및 반복가력시 고인성 섬유보강 시멘트 복합체의 파괴특성 및 음향방출신호특성을 규명하기 위하여 총 4 시리즈의 시험체가 사용되었으며, 주요 실험변수는 섬유의 종류(PE, PVA, SC), 혼입률, 하이브리드 타입, 가력방법(단조, 반복)이다. 실험결과, 고인성 섬유보강 시멘트 복합체의 압축거동에 따른 손상진전은 섬유의 혼입률 및 하이브리드에 따라 상이하게 나타났다. 또한 음향방출신호로부터, 각 하중단계의 2, 3번째 사이클에서의 진폭 감소 특성이 나타났으며, 이는 각 사이클별 변형률 증가와의 관련성을 보여 이를 이용한 강도 예측이 가능할 것으로 판단된다. 또한 최대강도의 80%까지 펠리시티 효과 및 카이저 효과가 나타났으며, 하이브리드 섬유 혼입시 매크로 균열 제어로 인해 손상의 복원 및 분산능력이 뛰어난 것으로 나타났다.