• 제목/요약/키워드: Arc Detection

검색결과 198건 처리시간 0.028초

결함 데이터를 필요로 하지 않는 연속 은닉 마르코프 모델을 이용한 새로운 기계상태 진단 기법 (New Machine Condition Diagnosis Method Not Requiring Fault Data Using Continuous Hidden Markov Model)

  • 이종민;황요하
    • 한국소음진동공학회논문집
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    • 제21권2호
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    • pp.146-153
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    • 2011
  • Model based machine condition diagnosis methods are generally using a normal and many failure models which need sufficient data to train the models. However, data, especially for failure modes of interest, is very hard to get in real applications. So their industrial applications are either severely limited or impossible when the failure models cannot be trained. In this paper, continuous hidden Markov model(CHMM) with only a normal model has been suggested as a very promising machine condition diagnosis method which can be easily used for industrial applications. Generally hidden Markov model also uses many pattern models to recognize specific patterns and the recognition results of CHMM show the likelihood trend of models. By observing this likelihood trend of a normal model, it is possible to detect failures. This method has been successively applied to arc weld defect diagnosis. The result shows CHMM's big potential as a machine condition monitoring method.

Sustainable Surface Deformation Related with 2006 Augustine Volcano Eruption in Alaska Measured Using GPS and InSAR Techniques

  • Lee, Seulki;Kim, Sukyung;Lee, Changwook
    • 한국측량학회지
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    • 제34권4호
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    • pp.357-372
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    • 2016
  • Augustine volcano, located along the Aleutian Arc, is one of the most active volcanoes in Alaska and nearby islands, with seven eruptions occurring between 1812 and 2006. This study monitored the surface displacement before and after the most recent 2006 eruption. For analysis, we conducted a time-series analysis on data observed at the permanent GPS(Global Positioning System) observation stations in Augustine Island between 2005 and 2011. According to the surface displacement analysis results based on GPS data, the movement of the surface inflation at the average speed of 2.3 cm/year three months prior to the eruption has been clearly observed, with the post-eruption surface deflation at the speed of 1.6 cm/year. To compare surface displacements measurement by GPS observation, ENVISAT(Environmental satellite) radar satellite data were collected between 2003 and 2010 and processed the SBAS(Small Baseline Subset) method, one of the time-series analysis techniques using multiple InSAR(Interferometric Synthetic Aperture Radar) data sets. This result represents 0.97 correlation value between GPS and InSAR time-series surface displacements. This research has been completed precise surface deformation using GPS and time-series InSAR methods for a detection of precursor symptom on Augustine volcano.

산화구리 나노선 센서의 황화수소 감지특성 (Detection of H2S Gas with CuO Nanowire Sensor)

  • 이동석;김도진;김효진
    • 한국재료학회지
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    • 제25권5호
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    • pp.238-246
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    • 2015
  • $H_2S$ is a flammable toxic gas that can be produced in plants, mines, and industries and is especially fatal to human body. In this study, CuO nanowire structure with high porosity was fabricated by deposition of copper on highly porous singlewall carbon nanotube (SWCNT) template followed by oxidation. The SWCNT template was formed on alumina substrates by the arc-discharge method. The oxidation temperatures for Cu nanowires were varied from 400 to $800^{\circ}C$. The morphology and sensing properties of the CuO nanowire sensor were characterized by FESEM, Raman spectroscopy, XPS, XRD, and currentvoltage examination. The $H_2S$ gas sensing properties were carried out at different operating temperatures using dry air as the carrier gas. The CuO nanowire structure oxidized at $800^{\circ}C$ showed the highest response at the lowest operating temperature of $150^{\circ}C$. The optimum operating temperature was shifted to higher temperature to $300^{\circ}C$ as the oxidation temperature was lowered. The results were discussed based on the mechanisms of the reaction with ionosorbed oxygen and the CuS formation reaction on the surface.

Sulfhydryl Cotton Enrichment Separation-Determination of Silver in Geological Samples by ICP-MS

  • Li, Dan;Zhao, Zhifei;Chu, Qin;Fang, Jindong
    • Bulletin of the Korean Chemical Society
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    • 제32권10호
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    • pp.3561-3565
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    • 2011
  • A rapid and inexpensive method was developed for the determination of trace silver in geological samples by using sulfhydryl cotton coupled with ICP-MS. The interferences such as $^{90}Zr$, $^{92}Mo$ and $^{93}Nb$ on silver were investigated in detail. Sulfhydryl cotton was found to be an effective adsorbent for separation of interferences for Ag in the solutions. Excellent agreements with the certified values were obtained for all the certified reference materials. The memory effects of Ag by ICP-MS were examined by using different agents, including water, nitric acid, and HCl-thiourea to all standards/samples. The agents also acted as cleansing solutions. A combination of HCl with thiourea gave the minimum memory effect. For comparison of results, a proposed Chinese Geology Survey procedure DC-ARC-AES and a direct determination pretreatment method of ICP-MS (water bath- auqa regia digestion) were studied. Under optimal conditions, the detection limits of our method for $^{107}Ag$ and $^{109}Ag$ were 1.2 ng/g and 1.3 ng/g, which offered much better accuracy for some difficult analysis geological samples such as GBW07604, GBW07605.

A Single Lens Micro-Angle Sensor

  • Saito, Yusuke;Gao, Wei;Kiyono, Satoshi
    • International Journal of Precision Engineering and Manufacturing
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    • 제8권2호
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    • pp.14-19
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    • 2007
  • Angle sensors based on the principle of autocollimation, which are usually called autocollimators, can accurately measure small tilt angles of a light-reflecting flat surface. This paper describes a prototype micro-angle sensor that is based on the laser autocollimation technique. The new angle sensor is compact and consists of a laser diode as the light source and a quadrant photodiode as a position-sensing device. Because of its concise design, the microangle sensor facilitates dynamic measurements of the angular error motions of a precision stage without influencing the original dynamic properties of the stage. This is because the sensor only requires a small extra target mirror to be mounted on the stage. The sensitivity of the angle detection is independent of the focal length of the objective lens; therefore, an objective lens with a relatively short focal length is employed to reduce the size of the device. The micro-angle sensor uses a single lens for the both the laser collimation and focusing, which distinguishes it from the conventional laser autocollimation method that has separate collimate and objective lenses. The new micro-angle sensor has dimensions of $15.1\times22.0\times14.0mm$ and its resolution is better than 0.1 arc-second The optical design and performance of this micro-angle sensor were verified by experimental results.

A Study on the Output Stabilization of the Nd:YAG Laser by the Monitoring of Capacitor Charging Voltage

  • Noh, Ki-Kyong;Song, Kum-Young;Park, Jin-Young;Hong, Jung-Hwan;Park, Sung-Joon;Kim, Hee-Je
    • KIEE International Transactions on Electrophysics and Applications
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    • 제4C권3호
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    • pp.96-100
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    • 2004
  • The Nd: YAG laser is commonly used throughout many fields such as accurate material processing, IC marking, semiconductor annealing, medical operation devices, etc., due to the fact that it has good thermal and mechanical properties and is easy to maintain. In materials processing, it is essential to vary the laser power density for specific materials. The laser power density can be mainly controlled by the current pulse width and pulse repetition rate. It is important to control the laser energy in those fields using a pulsed laser. In this paper we propose the constant-frequency current resonant half-bridge converter and monitoring of capacitor charging voltage. This laser power supply is designed and fabricated to have less switching loss, compact size, isolation with primary and secondary transformers, and detection of capacitor charging voltage. Also, the output stabilization characteristics of this Nd: YAG laser system are investigated. The test results are described as a function of laser output energy and flashlamp arc discharging constant. At the energy storage capacitor charges constant voltage, the laser output power is 2.3% error range in 600[V].

전기적 불완전 접촉에 따른 동산화물의 발열 및 아크 특성 (The Heating of Cu-oxide and Arc Properties according to Electrical Poor Contact)

  • 김완수;박상준;황동현
    • 한국안전학회지
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    • 제34권3호
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    • pp.15-20
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    • 2019
  • As industry is progressing and standards of living are improved, the demand of electrical energy is expected to grow 8-9% annually. Therefore, the importance of electrical fire prevention technology with the ability of the power supply is being emphasized. According to the statistics of fire in Korea, fire occurred about 45,000 cases annually, and electrical fire possessed about 20%. The electrical fire by poor contact has increased gradually, can be connected as great fire to secondarily induce short circuit and earth fault. Then analysis of heating causes of electrical connections between copper and copper alloy is needed. Also, detection and analysis algorithm of oxide at copper alloy are necessary. In this research, in order to understand the characteristics of oxide growth with rising resistance and heating, it is demonstrated that the oxide at electrical connections can cause fire due to arcing.

공초점 원리를 이용한 3차원 표면형상 측정에 관한 연구 (A Study on 3-Dimensional Surface Measurement using Confocal Principle)

  • 강영준;송대호;유원재
    • 비파괴검사학회지
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    • 제21권2호
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    • pp.169-176
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    • 2001
  • 근대 산업에서 기계 부품들의 정밀도와 표면 마무리 조건은 그 어느 때보다 더 절박하게 요구되고 있는 가운데, 표면 형상의 측정과 이해는 공학 기술자뿐만 아니라 물리학자나 화학자도 논은 관심을 갖게 되었다. 이런 상황에서 광학적 측정 방법은 opto-mechatronics의 이점을 가지고 진동 측정이나 균열, 결함의 검출 등의 분야에서 유용한 측정 방법으로 사용되고 있고, 표면 형상학의 분야에서 다시 한 번 중요한 역할을 할 것으로 기대를 받고 있다. 본 연구에서는 공초점 현미경의 원리에 대해 서술하였고, 기존의 스캔 방식 공초점 현미경보다 한 차원 개선된 3차원 표면형상 측정 시스템을 개발하였다. 그리고, 표면의 기하적인 형상에 대한 정보를 얻고 그 형상을 가시화하기 위해 컴퓨터 시스템과 통합하고 그에 필요한 소프트웨어를 개발하였다.

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액티브 필터기능을 갖는 3상 태양광 발전시스템의 단독운전 방지기능의 분석 (Analysis results of the Anti-islanding Function for PV-AF System)

  • 김경훈;서효룡;장성재;박상수;박민원;유인근;전진홍;김슬기;조창희;안종보
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 제39회 하계학술대회
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    • pp.1085-1086
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    • 2008
  • Shunt active filter can compensate harmonic current of utility results from non-linear loads such as rectifiers, cycloconverters and arc furnaces. It has the same structure as photovoltaic(PV) generation system. So, It was proposed the system that generates PV power and also has active filter function. It is called PV-AF(Photovoltaic and Active Filter) power generation system. Islanding can be occurred in an inverter based dispersed generation system, when the system disconnected from utility and loads are entirely supplied by PV system only. Islanding may result in interference to grid protection devices, equipment damage, and even personnel safety hazards. Therefore, islanding has to be detected and protected. The conventional anti-islanding methods have NDZ(None-Detection Zone) or power quality degradation. But PV-AF power generation system has the function of not only shunt active filter but also anti-islanding method without NDZ. In this paper, a novel anti-islanding method for PV-AF system is proposed and analysed in detail.

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멀티센서 스마트 로보트 (Multi-sensor Intelligent Robot)

  • 장종환;김용호
    • 자연과학논문집
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    • 제5권1호
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    • pp.87-93
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    • 1992
  • 비구조적인 환경에서 평면패렛을 포크리프트로 로딩하거나 보조필드 재료운송시스템 로보트를 제안한다. 시스템은 패렛의 위치와 방향을 정의하고 패렛의 2개의 구멍의 위치를 결정하기 위해서 결합된 어쿠스틱과 비쥬얼 센싱 데이타를 사용한다. 그 결과 포크리프트를 패렛의 2개의 구멍에 접근하고 운송하기 위해서 패렛을 인게즈한다. 재료운송시스템의 복잡성을 줄이기 위해서 2차원 포라로이드 울트라소닉 센서와 2차원 압티컬 카메라 비쥬얼 센서데이타를 통합하는 시스템을 개발한다. 2개의 다른 소스에서 얻은 데이타는 서로서로 보완하고 재료운송 시스템로보트를 제어하기 위한 효율적인 알고리즘에 사용한다. 2개의 선형스켄닝으로 부터 얻은 레인지 데이타는 least-mean square 방법을 사용하여 패렛의 팬과 틸트각도를 결정하기 위해서 사용한다. 그리고 에지탐지와 Hough 트랜스폼기술을 사용하여 스윙각도와 패렛의 인게이지먼트 위치를 결정하기 위해서 비쥬얼 데이타를 사용한다. 팬과 틸트각도를 결정하기 위해서 발생하는 제안을 논의한다. 개발된 시스템은 하드웨어와 소프트웨어 구현하여 평가하고 실험적인 결과도 나타낸다.

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