• Title/Summary/Keyword: 결함 에코

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Automatic Defect Detection and Classification Using PCA and QDA in Aircraft Composite Materials (주성분 분석과 이차 판별 분석 기법을 이용한 항공기 복합재료에서의 자동 결함 검출 및 분류)

  • Kim, Young-Bum;Shin, Duk-Ha;Hwang, Seung-Jun;Baek, Joong-Hwan
    • Journal of Advanced Navigation Technology
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    • v.18 no.4
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    • pp.304-311
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    • 2014
  • In this paper, we propose a ultra sound inspection technique for automatic defect detection and classification in aircraft composite materials. Using local maximum values of ultra sound wave, we choose peak values for defect detection. Distance data among peak values are used to construct histogram and to determine surface and back-wall echo from the floor of composite materials. C-scan image is then composed through this method. A threshold value is determined by average and variance of the peak values, and defects are detected by the values. PCA(principal component analysis) and QDA(quadratic discriminant analysis) are carried out to classify the types of defects. In PCA, 512 dimensional data are converted into 30 PCs(Principal Components), which is 99% of total variances. Computational cost and misclassification rate are reduced by limiting the number of PCs. A decision boundary equation is obtained by QDA, and defects are classified by the equation. Experimental result shows that our proposed method is able to detect and classify the defects automatically.

A Study on Quantitative Flaw Evaluation of Nuclear Power Plant Steam Generator Tube by Ultrasonic Testing (초음파를 이용한 원자력발전소 증기발생기 전열관의 정략적 결함 평가에 관한 연구)

  • Yoon, Byung-Sik;Kim, Yong-Sik;Lee, Hee-Jong;Lee, Yong-Ho
    • Journal of the Korean Society for Nondestructive Testing
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    • v.26 no.1
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    • pp.12-17
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    • 2006
  • A steam generator of nuclear power plant has thousands of thin tubes. These tubes play an important role in maintaining the pressure boundary between the primary and secondary side of nuclear power plant. The steam generator tube is easy to be damaged because of the severe operating conditions such as the high temperature and pressure. Therefore, tremendous efforts are made to assess the structural integrity of the steam generator tubes. The eddy current test is the most popular non-destructive test to assess the integrity of the tubes. However, the eddy current test has the limitation to size the flaw accurately because the eddy current signal behavior depends on the total volume of flaw. This paper shows the possibility that the ultrasonic test method can be applied to detect the flaws in the steam generator tubes and to measure them quantitatively. From the test results, it is expected that if the ultrasonic test is put to practical use in the steam generator tube inspection, the inspection results will be improved.

Development of the Automated Ultrasonic Flaw Detection System for HWR Nuclear Fuel Cladding Tubes (중수로형 핵연료 피복관의 자동초음파탐상장치 개발)

  • Choi, M.S.;Yang, M.S.;Suh, K.S.
    • Nuclear Engineering and Technology
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    • v.20 no.3
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    • pp.170-178
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    • 1988
  • An automated ultrasonic flaw detection system was developed for thin-walled and short tubes such as Zircaloy-4 tubes used for cladding heavy-water reactor fuel. The system was based on the two channels immersion pulse-echo technique using 14 MHz shear wave and the specially developed helical scanning technique, in which the tube to be tested is only rotated and the small water tank with spherical focus ultrasonic transducers is translated along the tube length. The optimum angle of incidence of ultrasonic beam was 26 degrees, at which the inside and outside surface defects with the same size and direction could be detected with the same sensitivity. The maximum permissible defects in the Zircaloy-4 tubes, i.e., the longitudinal and circumferential v notches with the length of 0.76mm and 0.38mm, respectively and the depth of 0.04 mm on the inside and outside surface, could be easily detected by the system with the inspection speed of about 1 m/min and the very excellent reproducibility. The ratio of signal to noise was greater than 20 dB for the longitudinal defects and 12 dB for the circumferential defects.

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In Vitro imaging of MRI and Ultrasound for Colorectal Carcinoma (직결장암 조직의 자기공명영상과 초음파 소견에 대한 비교 연구)

  • Lee, Hwang Kyu;Jee, Keum Nahn;Hong, Sujin;Koh, Jae Hyang
    • Investigative Magnetic Resonance Imaging
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    • v.17 no.2
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    • pp.133-143
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    • 2013
  • Purpose : To evaluate and compare the accuracy of magnetic resonance imaging (MRI) and ultrasound (US) for detection and estimation of invasion depth of colorectal carcinoma (CRC) by correlation with histopathologic findings in vitro, and to find out the best MR pulse sequence for accurate delineation of tumor from surrounding normal tissue. Materials and Methods: Resected specimens of CRC from 45 patients were examined about tumor detectability and invasion depth of US using high frequency (5-17 MHz) linear transducer in a tube filled with normal saline and MRI in a 8-channel quadrate head coil. The institutional review board approved this study and informed consent was waived. MRI with seven pulse sequences of in- and out-of-phases gradient echo T1 weighted images, fast spin echo T2 weighted image and its fat suppression image, fast imaging employing steady-state acquisition (FIESTA) and its fat suppression image, and diffusion weighted image (DWI) were performed. In each case, both imaging findings of MRI and US were evaluated independently for detection and estimation of invasion depth of tumor by consensus of two radiologists and were compared about diagnostic accuracy according to the histopathologic findings as reference standard. Seven MR pulse sequences were evaluated on the point of accurate delineation of tumor from surrounding normal tissue in each specimen. Results: In specimens of CRC, both imaging modalities of MRI (91.1%) and US (86.7%) showed relatively high diagnostic accuracy to detect tumor and evaluate invasion depth of tumor. In early CRC, diagnostic accuracy of US was 87.5% and that of MRI was 75.0%. There was no statistically significant difference between two imaging modalities (p > 0.05). The best pulse sequence among seven MR sequences for accurate delineation of tumor from surrounding normal tissue in each specimen of CRC was fast spin echo T2 weighted image. Conclusion: MRI and US show relatively high diagnostic accuracy to detect tumor and evaluate invasion depth of resected specimen of CRC. The most excellent pulse sequence of MRI for accurate delineation of tumor from surrounding normal tissue in CRC is fast spin echo T2 weighted image.

Comparison of Single- and Multi-Echo Susceptibility-Weighted Imaging in Detecting Cerebral Arteriovenous Shunts: A Preliminary Study (뇌동정맥단락 진단에서의 단일 에코 자화율 강조영상과 다중 에코 자화율 강조영상의 비교: 예비 연구)

  • Seung Wan Han;Jae Ho Shin;Yon Kwon Ihn;Seung Ho Yang;Jae Hoon Sung
    • Journal of the Korean Society of Radiology
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    • v.84 no.1
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    • pp.226-239
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    • 2023
  • Purpose To compare the sensitivities of T2-weighted image (T2WI) and susceptibility-weighted imaging (SWI) in detecting cerebral arteriovenous fistula (AVF), cerebral arteriovenous malformation (AVM), and carotid-cavernous sinus fistula (CCF), and to qualitatively evaluate single-echo SWI (s-SWI) and multi-echo SWI (m-SWI) in characterizing vascular lesions. Materials and Methods From January 2016 to December 2021, cerebral angiography-proven lesions were recruited. The sensitivities of T2WI and SWI in detecting vascular lesions were compared using McNemar's test. Qualitative evaluations of s-SWI and m-SWI were categorized to be of poor, average, or good quality and compared using Fisher's exact test. Results A total of 24 patients (mean age: 61 years, 12 female, and 12 male) were enrolled. Twenty patients underwent s-SWI or m-SWI, and four patients underwent both. AVF, AVM, and CCF were diagnosed in 10, 11, and 3 patients, respectively. SWI demonstrated higher sensitivity compared to that of T2WI (82.1% vs. 53.6%, p = 0.013). m-SWI showed better image quality compared to that of s-SWI (good quality, 83.3% vs. 25.0%, p = 0.009). Conclusion SWI demonstrated a higher sensitivity for detecting cerebral arteriovenous shunts compared to that of T2WI. m-SWI exhibited better image quality compared to that of s-SWI in characterizing vascular lesions.

Study on Thickness Measurement about Insulation Rubber of Steel Motor Case Using Ultrasonic Resonance (초음파 공진을 이용한 스틸 연소관의 내열 고무 두께 측정 기법 연구)

  • Kim, Dong-Ryun;Kim, Jae-Hoon
    • Journal of the Korean Society of Propulsion Engineers
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    • v.16 no.5
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    • pp.89-96
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    • 2012
  • The rubber side could be contaminated using the existing pulse echo method because the ultrasonic wave was incident on the rubber side from the interior of the steel motor case, which could lead to the critical disbond defect. To develop the test method which can be replaced the existing method, the ultrasonic wave was incident on steel face of the steel/rubber adhesive test block. Rubber resonance frequencies measured from the steel/rubber adhesive test block were in good agreement with theoretically predicted rubber resonance frequencies. This paper was described about the ultrasonic resonance method to convert the rubber resonance frequency into the rubber thickness.

Improvement of Hydrologic Accuracy for Radar-derived Rainfall Estimation (기상 레이더 추정강수의 수문학적 정확도 개선)

  • Bae Deg-Hyo;Yoon Seong-Sim;Kim Jin-Hoon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2005.05b
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    • pp.562-566
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    • 2005
  • 본 연구에서는 레이더 자료의 수문학적 적용성에 대한 정확도를 개선하고자 기상현업에서 운영하고 있는 관악산 도플러 레이더 자료를 활용하여 POD(Probability of Detection) 분석을 통해 레이더 오자료를 제거하고, 편차 보정기법을 적용하여 레이더 추정강수의 정확도를 개선시켜 이들의 수문학적 적용성을 검토하였다. 이를 위해 다양한 관측 고도각 별로 POD 분석을 수행한 결과 낮은 확률의 POD($p_l$)와 높은 확률의 POD($p_h $)의 범위가 변화하고, 레이더로부터 약 150 km 이상 떨어진 지역에서는 $1.95^{\circ}$ 이상의 고도각에서 탐지한 레이더 에코가 강수 추정에 유용하지 않음을 알 수 있었다. 또한 소양강유역을 대상으로 관측 강우량보다 과소추정되는 Marshall-Palmer 관계식의 레이더 추정강수를 편차 보정기법으로 실시간으로 보정하여 그 정확도를 향상시켰다. 보정된 레이더 추정강수를 HEC-1에 적용하여 유량해석을 수행한 결과, 보정된 레이더 추정 강수를 이용한 모의치와 관측유량사이에 매우 높은 상관성을 보이고 있음을 알 수 있었다. 따라서 편차 보정기법을 통해 보정된 레이더 강수는 수문학적 분석을 위한 입력자료로 유용하게 사용될 수 있을 것으로 판단된다.

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PSNR Analysis of Ultrasound Images for Follow-up of Hepatocellular Carcinoma (간세포암 추적관찰 초음파영상의 PSNR 분석)

  • Lee, Junhaeng
    • Journal of the Korean Society of Radiology
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    • v.9 no.5
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    • pp.263-267
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    • 2015
  • In this paper, a method was proposed for objective and scientific judgment on disease conditions that is currently relied on subjective judgment of ultrasound practitioners. In the proposed method, mean squared errors (MSE) in ultrasound images for follow-up of HCC patients were obtained and the Peak Signal to Noise Ratio(PSNR) of the ultrasound images was analyzed. According to the results of analysis, MSE and PSNR values changed over time. This is attributable to changes in ultrasound images resulting from increases in utrasonic echoes following the progression of HCC. The results of the present study can be used as a method for scientific and objective judgment in ultrasonic scan instead of current subjective judgment by practitioners.

Field Experiments of Scientific Conservation Treatment for Bangudae Petroglyphs in Ulsan, South Korea (울산반구대암각화 보존처리를 위한 현장적용실험)

  • Lee, Tae-jong;Oh, Jung-hyeon;Kim, Sa-dug
    • 보존과학연구
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    • s.33
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    • pp.69-83
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    • 2012
  • Field experiments for Conservation damage on selected spots were carried out prior to direct conservation treatments for Bangudae Petroglyphs in Ulsan. It was found that there is a big difference in treatment effects according to the treatment technique and application rather than on the treatment material use. Based on the results of this study, a plan for the conservation treatment of Bangudae Petroglyphs will be suggested by providing new materials and application techniques for cracks, adhesive application and consolidation by conducting artificial weathering tests and continued monitoring.

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Study on Thickness Measurement about Insulation Rubber of Steel Motor Case Using Ultrasonic Resonance (초음파 공진을 이용한 스틸 연소관의 내열 고무 두께 측정 기법 연구)

  • Kim, Dong-Ryun;Kim, Jae-Hoon
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2012.05a
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    • pp.562-569
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    • 2012
  • The rubber side could be contaminated using the existing pulse echo method because the ultrasonic wave was incident on the rubber side from the interior of the steel motor case, which could lead to the critical disbond defect. To develop the test method which can be replaced the existing method, the ultrasonic wave was incident on steel face of the steel/rubber adhesive test block. Rubber resonance frequencies measured from the steel/rubber adhesive test block were in good agreement with theoretically predicted rubber resonance frequencies. This paper was described about the ultrasonic resonance method to convert the rubber resonance frequency into the rubber thickness.

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