• 제목/요약/키워드: two-dimensional detection

검색결과 347건 처리시간 0.024초

Detection and Classification of Demagnetization and Short-Circuited Turns in Permanent Magnet Synchronous Motors

  • Youn, Young-Woo;Hwang, Don-Ha;Song, Sung-ju;Kim, Yong-Hwa
    • Journal of Electrical Engineering and Technology
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    • 제13권4호
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    • pp.1614-1622
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    • 2018
  • The research related to fault diagnosis in permanent magnet synchronous motors (PMSMs) has attracted considerable attention in recent years because various faults such as permanent magnet demagnetization and short-circuited turns can occur and result in unexpected failure of motor related system. Several conventional current and back electromotive force (BEMF) analysis techniques were proposed to detect certain faults in PMSMs; however, they generally deal with a single fault only. On the contrary, cases of multiple faults are common in PMSMs. We propose a fault diagnosis method for PMSMs with single and multiple combined faults. Our method uses three phase BEMF voltages based on the fast Fourier transform (FFT), support vector machine(SVM), and visualization tools for identifying fault types and severities in PMSMs. Principal component analysis (PCA) and t-distributed stochastic neighbor embedding (t-SNE) are used to visualize the high-dimensional data into two-dimensional space. Experimental results show good visualization performance and high classification accuracy to identify fault types and severities for single and multiple faults in PMSMs.

레밸 세트 모텔을 이용한 형태 추출과 3차원 영상의 표면 정합 볼륨 렌더링에 관한 연구 (A Study on Shape Registration Using Level-Set Model and Surface Registration Volume Rendering of 3-D Images)

  • 김태형;염동훈;주동현;김두영
    • 융합신호처리학회논문지
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    • 제3권4호
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    • pp.29-34
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    • 2002
  • 본 논문에서는 전처리 과정에서 원영상에 있는 잡음을 제거하기 위해 비등방성 필터를 적용하여 물체의 경계와 모양을 추출하기 위해 Osher와 Sethian이 제안한 레벨셋에 기초한 새로운 기하활성 모델을 제시한다. 처리과정에서 처리시간을 최소화하기 위하여 전체 영상에서가 아닌 경계 근처 이웃 픽셀에서만 계산을 수행하는 협대역 방법을 사용한다. 각 슬라이스들은 비등방 필터링을 통해 잡음을 제거하고 형태 추출된 결과영상을 3차원 데이터 셋으로 구성하여 볼륨 렌더링을 통해 2차원 평면에 잡음이 제거된 깨끗한 영상결과물을 얻을 수 있었다.

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Comparison of theoretical and machine learning models to estimate gamma ray source positions using plastic scintillating optical fiber detector

  • Kim, Jinhong;Kim, Seunghyeon;Song, Siwon;Park, Jae Hyung;Kim, Jin Ho;Lim, Taeseob;Pyeon, Cheol Ho;Lee, Bongsoo
    • Nuclear Engineering and Technology
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    • 제53권10호
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    • pp.3431-3437
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    • 2021
  • In this study, one-dimensional gamma ray source positions are estimated using a plastic scintillating optical fiber, two photon counters and via data processing with a machine learning algorithm. A nonlinear regression algorithm is used to construct a machine learning model for the position estimation of radioactive sources. The position estimation results of radioactive sources using machine learning are compared with the theoretical position estimation results based on the same measured data. Various tests at the source positions are conducted to determine the improvement in the accuracy of source position estimation. In addition, an evaluation is performed to compare the change in accuracy when varying the number of training datasets. The proposed one-dimensional gamma ray source position estimation system with plastic scintillating fiber using machine learning algorithm can be used as radioactive leakage scanners at disposal sites.

이동식 레이저 유도 파열 검출 장치를 이용한 KURT 지하수 내 콜로이드 나노 입자 검출 (Detection of Colloidal Nanoparticles in KURT Groundwater by a Mobile Laser-Induced Breakdown Detection System)

  • 정의창;조혜륜;박미리;백민훈
    • 방사성폐기물학회지
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    • 제9권1호
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    • pp.41-48
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    • 2011
  • 한국원자력연구원 내 지하 처분 연구시설(KURT)에서 채취한 지하수에 존재하는 나노 콜로이드 입자의 크기 및 농도를 현상에서 조사하기 위해 이동식 레이저 유도 파열 검출 장치를 개발하였다. 제작한 장치는 CCD 카메라를 이용하여 레이저 유도 플라즈마가 발생한 위치를 2-차원 영상으로 기록함으로써 광학적으로 입자의 크기를 결정할 수 있다. 크기가 정확히 알려진 폴리스틸렌 표준 입자를 이용하여 입자 크기 측정용 검정 곡선 (calibration curve)을 구했고, 이를 이용하여 지하 처분 연구시설에서 채취한 지하수 내 콜로이드 입자의 크기를 측정하였다. 지하수 내 존재하는 콜로이드 입자의 평균 크기는 $108{\pm}26$ nm 임을 보였고, 농도는 50 ppb 이하인 것으로 추정하였다.

PROTO-TYPE INSTALLATION OF A DOUBLE-STATION SYSTEM FOR THE OPTICAL-VIDEO-DETECTION AND ORBITAL CHARACTERISATION OF A METEOR/FIREBALL IN SOUTH KOREA

  • Hinse, Tobias C.;Kim, Woo-Kyum;Ahn, Sang-Hyeon;Lee, Jae-Keun;Park, Jun-Hyeong;Lee, Young-Woo;Jeong, Woo-Jung;Woo, Sang-Min
    • 천문학논총
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    • 제32권3호
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    • pp.381-405
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    • 2017
  • We give a detailed description of the installation and operation of a double-station meteor detection system which formed part of a research & education project between Korea Astronomy Space Science Institute (KASI) and Daejeon Science Highschool. A similar system is currently not existing in South Korea. A total of six light-sensitive CCD cameras were installed with three cameras at SOAO and three cameras at BOAO observatory. A double-station observation of a meteor event enables the determination of the three-dimensional heliocentric orbit in space. This project was initiated in response to the Jinju fireball event in March 2014. The cameras were installed in October/November 2014. The two stations are identical in hardware as well as software. Each station employes sensitive "Watec-902H2" cameras in combination with relatively fast f/1.2 lenses. Various fields of views were used for measuring differences in detection rates of meteor events. We employed the SonotaCo UFO software suite for meteor detection and their subsequent analysis. The system setup as well as installation/operation experience is described and first results are presented. We also give a brief overview of historic as well as recent meteor (fall) detections in South Korea. For more information please consult http://meteor.kasi.re.kr.

A vibration based acoustic wave propagation technique for assessment of crack and corrosion induced damage in concrete structures

  • Kundu, Rahul Dev;Sasmal, Saptarshi
    • Structural Engineering and Mechanics
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    • 제78권5호
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    • pp.599-610
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    • 2021
  • Early detection of small concrete crack or reinforcement corrosion is necessary for Structural Health Monitoring (SHM). Global vibration based methods are advantageous over local methods because of simple equipment installation and cost efficiency. Among vibration based techniques, FRF based methods are preferred over modal based methods. In this study, a new coupled method using frequency response function (FRF) and proper orthogonal modes (POM) is proposed by using the dynamic characteristic of a damaged beam. For the numerical simulation, wave finite element (WFE), coupled with traditional finite element (FE) method is used for effectively incorporating the damage related information and faster computation. As reported in literature, hybrid combination of wave function based wave finite element method and shape function based finite element method can addresses the mid frequency modelling difficulty as it utilises the advantages of both the methods. It also reduces the dynamic matrix dimension. The algorithms are implemented on a three-dimensional reinforced concrete beam. Damage is modelled and studied for two scenarios, i.e., crack in concrete and rebar corrosion. Single and multiple damage locations with different damage length are also considered. The proposed methodology is found to be very sensitive to both single- and multiple- damage while being computationally efficient at the same time. It is observed that the detection of damage due to corrosion is more challenging than that of concrete crack. The similarity index obtained from the damage parameters shows that it can be a very effective indicator for appropriately indicating initiation of damage in concrete structure in the form of spread corrosion or invisible crack.

TLC법에 의한 장류 및 공류중의 Aflatoxin검출에 관한 연구 (The Study on the Detection of Aflatoxins in the Fermentation Products and Cereals)

  • 한양일;김광호;오영복
    • 한국환경보건학회지
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    • 제5권1호
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    • pp.46-50
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    • 1978
  • Aflatoxin, a mixture of the at least four toxic and carcinogenic metabolites, is known to be produced by only a few fungi. The toxins were designated aflatoxins because they were produced by the mold Aspergillus flavus(A. flavus). However, at least four other toxins and other species of the genus A. niger, A. parasiticus A. ruber and wentii have been reported to produce aflatoxins. And also the identical compounds may also be produced by molds, the Pencillium. At least four different species of Penicilliurn have been reported to produce aflatoxins (P. citrinurn, P. frequentans, P. puberulurn. and P. variable). So it is now known that the problem of Aflatoxin is not restricted to the single species A. flavus, even though that is a very common mold. Also additional aflatoxins have been discorvered. For sereral years, only four aflatoxins were known: $B_1, B_2, G_1$ and $G_2$, so designated by reason of their fluorescence and chromatographic charateristics. It is now known that there are really two new toxic materials in the milk. During the past year(1966) they were christened aflatoxin $M_1$ and $M_2$, since they were first found in milk. The two other and most recently discorvered aflatoxins were isolated late in 1966 from cultures of A. flavus, and were designated aflatoxin $B_2a$ and aflatoxin $G_2a$. In order to obtain a breaf information about extent of contamination of foodstuffs by aflatoxin which is known to produce eight different mold, aflatoxin detection of cereals and fermented foods on sale, such as polished rice, barley, wheat, wheat flour, lentil, red bean, soy bean, noodle, kochuj ang and Dwenjang (fermented soy bean paste) and chong Kuk, were carried out. The results of this investigation were summarized as follows: The hexane:$CHCl_3$ extracts of polished rice, barley wheat, wheat flour, lentil, red bean, noodle and kochujang yielded fluorescent spots on thin layer plates. However their Rfvalues were different from those of authentic aflatoxins. The fluorescent substances of the extract from soy bean, Dwenjang and chong kuk showed very similar Rf values to those of the standard aflatoxins. By two dimensional thin layer chromatography and comparison of ultra violet absorption spectra, it was found that these fluorescent substances were not aflatoxins. To conclude, aflatoxins themselves were not detected directly in those samples tested.

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개심술 전후 방사성 동위원소를 이용한 심기능 평가에 관한 연구 -수술전 shunt 의 진단 및 교정수술후의 성적평가에 대하여- (Evaluation of Cardiac Function Using Radioisotope before and after Open Heart Surgery -Detection of Preoperative Cardiac Shunt and Postoperative Remnant Shunt by Nuclear Angiocardiography-)

  • 서경필
    • Journal of Chest Surgery
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    • 제15권2호
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    • pp.194-203
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    • 1982
  • In this investigation we undertook to evaluate the utility of radionuclide cardiac angiography in the detection of cardiac shunts before and after surgical correction. Time-activity curves of ventricles and lungs were evaluated after bolus intravenous injection of 99mTc-human serum albumin in 512 preoperative patients and 551 post-operative patients. Omitting 31 cases of technical failure due to poor bolus, we detected shunts in 459 cases of 481 preoperative evaluations, so the detectability was 95.4%. The cases which couldn`t be detected by this method had small amount of shunt. Also the degree of shunt detected by radioisotope methods were well correlated with oxymetry method. [r=0.89, p<0.01 ] In postoperative evaluations, 18 out of 411 patients with left to right shunt and 10 out of 140 right to left shunt were found to have remnant shunts with radionuclide cardiac angiography. Of the 28 cases with failed operation, 2 were confirmed in reoperation, 2 by cardiac catheterization, 2 by two -dimensional echocardiography. All except one .f these patients had membranous ventricular septal defects and those with left to right shunts had moderate to severe pulmonary hypertension and shunt amount. Also those had larger septal defects than control group. We consider that radionuclide cardiac angiography is a simple and noninvasive method which can show the preoperative diagnosis and postoperative follow up of cardiac shunts.

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선형 홀 센서 배열을 사용한 결함 검사 알고리즘 개발 (Development of Crack Examination Algorithm Using the Linearly Integrated Hall Sensor Array)

  • 김재준;김병수;이진이;이순걸
    • 한국정밀공학회지
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    • 제27권11호
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    • pp.30-36
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    • 2010
  • Previous researches show that linearly integrated Hall sensor arrays (LIHaS) can detect cracks in the steel structure fast and effectively This paper proposes an algorithm that estimates the size and shape of cracks for the developed LIHaS. In most nondestructive testing (NDT), just crack existence and location are obtained by processing 1-dimensional data from the sensor that scans the object with relative speed in single direction. The proposed method is composed with two steps. The first step is constructing 2-dimensionally mapped data space by combining the converted position data from the time-based scan data with the position information of sensor arrays those are placed in the vertical direction to the scan direction. The second step is applying designed Laplacian filter and smoothing filter to estimate the size and shape of cracks. The experimental results of express train wheels show that the proposed algorithm is not only more reliable and accurate to detecting cracks but also effective to estimate the size and shape of cracks.

전단간섭계와 적외선열화상을 이용한 감육 직관의 결함검출 (Defect Detection of Wall Thinned Straight Pipe using Shearography and Lock-in Infrared Thermography)

  • 김경석;정현철;장호섭;김하식;나성원
    • 한국정밀공학회지
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    • 제26권11호
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    • pp.55-61
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    • 2009
  • The wall thinning defect of nuclear power pipe is mainly occurred by the affect of the flow accelerated corrosion (FAC) of fluid. This type of defect becomes the cause of damage or destruction of in carbon steel pipes. Therefore, it is very important to measure defect which is existed not only on the welding part but also on the whole field of pipe. This study use dual-beam Shearography, which can measure the out-of-plane deformation and the in-plane deformation by using another illuminated laser beam and simple image processing technique. And this study proposes Infrared thermography, which is a two-dimensional non-contact nondestructive evaluation that can detect internal defects from the thermal distribution by the inspection of infrared light radiated from the object surface. In this paper, defect of nuclear power pipe were, measured using dual-beam shearography and infrared thermography, quantitatively evaluated by the analysis of phase map and thermal image pattern.