• Title/Summary/Keyword: 자동초음파검사

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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.

Automatic Ultrasonic Inspection on Heater Sleeves and J-Groove Welds of Pressurizer (가압기 전열기 슬리브 및 J-Groove 용접부의 자동 초음파검사)

  • Ryu, Sung Woo;Chang, Hee Jun;Kim, Sun Je;Lee, Sang Duck;Sung, Jong Hwan
    • Transactions of the Korean Society of Pressure Vessels and Piping
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    • v.6 no.2
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    • pp.20-27
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    • 2010
  • In order to prevent the corrosion of component contacted primary water designed alloy 600 material in the nuclear power plant. But the primary water stress corrosion cracking(PWSCC) of alloy 600 and weld area occurs continuously due to the residual stress. The leakage accident resulted from PWSCC in the drain nozzle of the steam generator of domestic power plants. Heater sleeves of the pressurizer are welded with alloy 600 weld material and therefore exposed to the primary water environment. PWSCC occurred in heater sleeve material and weld area of many foreign power plants. The current issue of domestic nuclear power plants are consequently concentrated to PWSCC of similar material. In order to improve the detection and the sizing of the PWSCC in the welding sleeve of the pressurizer, the automatic UT system and multi-directions probe sets have been developed. The experimental studies have been performed using the mock-up block containing artificial reflectors(ID connected EDM notch) and semi-artificial cracks made from thermal fatigue. The automatic UT System is applied in the detection and the length sizing of the ID/OD on the tube and the J-groove weld area of the artificial reflectors and results of the detection and the sizing are compared respectively. Also, the developed automatic UT system is successfully accomplished to inspect the heater sleeve and the J-groove weld area on the pressurizer for the detection of PWSCC.

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Development of a magnetic caterpillar based robot for autonomous scanning in the weldment (용접부 자동 탐상을 위한 이동 로봇의 개발)

  • 장준우;정경민;김호철;이정기
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2000.11a
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    • pp.713-716
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    • 2000
  • In this study, we present a mobile robot for ultrasonic scanning of weldment. magnetic Caterpillar mechanism is selected in order to travel on the inclined surface and vertical wall. A motion control board and motor driver are developed to control four DC-servo motors. A virtual device driver is also developed for the purpose of communicating between the control board and a host PC with Dual 'port ram. To provide the mobile robot with stable and accurate movement, PID control algorithm is applied to the mobile robot control. And a vision system for detecting the weld-line are developed with laser slit beam as a light source. In the experiments, movement of the mobile robot is tested inclined on a surface and a vertical wall.

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Field Application of Ultrasonic Inspection System for Stay Welds at Steam Generator of KSNP (한국표준형 원전 증기발생기 Stay 용접부 자동검사시스템 및 현장 검증)

  • Lim, Sa Hoe;Park, Chi Seung;Park, Chul Hoon;Joo, Keum Chong;Noh, Hee Chung;Yoon, Kwang Sik
    • Transactions of the Korean Society of Pressure Vessels and Piping
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    • v.6 no.1
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    • pp.37-42
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    • 2010
  • The stay cylinder weld at the steam generator of Korean Standard Nuclear Power Plants is safety class I component and is subjected to be inspected by the volumetric examination such as ultrasonic method. As accessibility of this area is limited due to the narrow space and high radiation, the existing manual inspection method involves various difficulties. Moreover operators may be exposed to internal contamination by contaminated dust during the surface buffing process to improve the inspection reliability of this area. Recently the new automatic inspection system for stay cylinder welds has been developed. The inspection system basically consists of a driving assembly, data acquisition device and signal processing units. The driving assembly is classified by 1) the scanner for inspecting and buffing the weld, 2) pillars for guiding the scanner and 3) the base frame for loading and supporting pillars. The scanner has 4 sensor modules to inspect in 4 refracted angles and 4 incident directions. These components can be inserted into the skirt of the stay cylinder through the manway hole and assembled easily by one-touch in the skirt. Data acquisition device and signal processing units developed in previous works are also newly upgraded for better processing of data analysis and evaluation. The system has been successfully demonstrated not only in the mock-up but also in the field. In this paper, newly developed inspection system for the stay cylinder weld of the steam generator is introduced and their field applications are discussed.

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A study on Computer-controlled Ultrasonic Scanning Device (컴퓨터제어에 의한 자동초음파 탐상장치에 관한 연구)

  • Huh, H.;Park, C.S.;Hong, S.S.;Park, J.H.
    • Journal of the Korean Society for Nondestructive Testing
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    • v.9 no.1
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    • pp.30-38
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    • 1989
  • Since the nuclear power plants in Korea have been operated in 1979, the nondestructive testing (NDT) of pressure vessels and/or piping welds plays an important role for maintaining the safety and integrity of the plants. Ultrasonic method is superior to the other NDT method in the viewpoint of the detectability of small flaw and accuracy to determine the locations, sizes, orientations, and shapes. As the service time of the nuclear power plants is increased, the radiation level from the components is getting higher. In order to get more quantitative and reliable results and secure the inspector from the exposure to high radiation level, automation of the ultrasonic equipments has been one of the important research and development(R & D) subject. In this research, it was attempted to visualize the shape of flaws presented inside the specimen using a Modified C-Scan technique. In order to develope Modified C-Scan technique, an automatic ultrasonic scanner and a module to control the scanner were designed and fabricated. IBM-PC/XT was interfaced to the module to control the scanner. Analog signals from the SONIC MARK II were digitized by Analog-Digital Converter(ADC 0800) for Modified C-Scan display. A computer program has been developed and has capability of automatic data acquisition and processing from the digital data, which consist of maximum amplitudes in each gate range and locations. The data from Modified C-Scan results was compared with shape from artificial defects using the developed system. Focal length of focused transducer was measured. The automatic ultrasonic equipment developed through this study is essential for more accurate, reliable, and repeatable ultrasonic experiments. If the scanner are modified to meet to appropriate purposes, it can be applied to automation of ultrasonic examination of nuclear power plants and helpful to the research on ultrasonic characterization of the materials.

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Importance of integrating Bioinformation and Health Informatics for Healthcare

  • 곽연식
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2002.06a
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    • pp.89-104
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    • 2002
  • 유전체연구사업단은 국내에서 발병 및 사망빈도가 가장 높은 위암과 간암의 퇴치를 목적으로 국가적 특목전략사업으로 연구를 추진하고 있다. 이와 별도로 보건복지부에서는 22개의 중요 질병별 유전체 연구센터를 전국적으로 추진하고 있다. 따라서, 연구가 성공적으로 진행되면 각 연구소에서 독자적으로 개발하여 제공하는 생명정보의 양은 거의 무한에 이를 것이다. 그러나 생명정보는 환자진료에 도움을 주기 위해서는 궁극적으로 임상정보와 함께 유기적으로 통합되어야 한다. 임상정보와의 통합을 위해서는 의료기관의 진료정보와 연구소의 생명정보가 연계되어 엄밀한 임상실험이 추가적으로 실시되어야 한다. 뿐만 아니라 생명정보학의 발전을 위해서는 연구대상의 임상정보가 공유되어야 한다. 유전체정보를 이용하는 생명정보학(Bioinformatics)은 각 국가마다 전략사업으로 간주하여 막대한 투자가 이루어지는 새로운 분야이다. 현재 선진국에서 개발 사용 중인 시스템의 연간 사용료가 고가이므로 국내 도입은 거의 불가능하거나 또는 매우 비효율적이다. 유전체 또는 생명정보의 임상활용 및 생명정보연구를 위한 임상정보 공유를 위해서는 우선 다음의 사항이 개발되어야 한다. 1) 다음과 같은 개별환자의 정보를 각 의료기관에서 제공 받아 저장 활용한다. - 진찰 및 임상소견, 수술기록, 경과기록, 검사결과 (임상병리, 해부병리, 방사선 등), - 영상정보 (X-ray, CT, MRI, 초음파, 전자현미경, 그래픽 등), - 환자개인기록(병력, 과거력, 가족력, 알러지 등), - 예방접종 기록 2) 각 연구소에서 첨단기술을 이용하여 개발되는 생명정보를 임상에 활용하기 위해서는 유전체연구센타와 병원간에 임상정보와 유전체 분석정보의 공유가 필수적으로 발생하게 됨으로, 유전체 정보와 임상정보의 통합은 미래 의료환경에 필수기능이 될 것이다. 3) 각 생명공학 연구소에서 사용하는 첨단 분석 장비와 생명공학 정보시스템의 자동 연계가 필요하다. 현재 국내에는 전국적인 초고속정보망이 가동되어 웹을 기반으로 하는 생명정보의 공유는 기술적으로 문제가 될 수 없으나 임상정보의 유전체연구에 그리고 유전체연구정보의 임상활용은 다양한 문제를 내포하고 있다. 이에 영상을 포함한 환자정보의 유전체연구센터와 병원정보시스템과의 효율적인 연계통합 운영을 위해 국내에서는 초기 도입단계에 있는 국제적인 보건의료정보의 표준인 Health Level 7 (textural information 공유), DICOM (image 및 wave 공유), 관련 ISO표준, WHO의 ICD9/10 (질병분류), LOINC (검사 및 관련용어), SNOMED International (의학용어) 등을 활용하여야 한다.

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The Effect of Abdominal Draw-in Maneuver with Leg Movements on Transversus Abdominis Thickness and Trunk Control in Stroke Patients (다리 움직임을 동반한 복부 드로우-인 기법이 뇌졸중 환자의 배가로근 두께와 몸통 조절에 미치는 영향)

  • Kang, Jeong-Il;Moon, Young-Jun;Jeong, Dae‐Keun
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.8
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    • pp.287-294
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    • 2020
  • The purpose of this study was, base on the observation that the leg movement has effect on muscles around trunk, to provide clinical fundamental data to develop effective abdominal draw-in technique by investigating the effect of abdominal draw-in exercise accompanying leg movement on the thickness of transversus abdominis muscle and trunk control ability in patients with stroke. The subjects were assigned randomly to experimental group I (n=9) on which the abdominal draw-in technique is applied and experimental group II (n=9) on which the abdominal draw-in technique accompanying leg movement is applied. The thickness of transversus abdominis muscle in the affected side and the trunk control ability were measured before and after treatment using ultrasonography and trunk impairment scale. A session of 30 minutes per day were performed four days a week for four weeks and the measured outcomes were analyzed. The in-group comparison showed significant difference both thickness of transversus abdominis muscle during abdominal draw-in technique application (p<0.01) and trunk control ability (p<0.001) between before and after treatment. The significant difference between two groups were observed only in trunk control ability (p<0.05). It was concluded that the abdominal draw-in technique accompanying leg movement is an intervention that has positive effect not only on transversus abdominis muscle but also on tunk control ability by inducing more efficient contraction reaction in muscles around trunk through autonomic pelvic movement caused by leg movement.

Flaw Detection of Ultrasonic NDT in Heat Treated Environment Using WLMS Adaptive Filter (열처리 환경에서 웨이브렛 적응 필터를 이용한 초음파 비파괴 검사의 결함 검출)

  • 임내묵;전창익;김성환
    • The Journal of the Acoustical Society of Korea
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    • v.18 no.7
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    • pp.45-55
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    • 1999
  • In this paper, we used the WLMS(Wavelet domain Least Mean Square) adaptive filter based on the wavelet transform to cancel grain noise. Usually, grain noise occurs in changes of the crystalline structure of metals in high temperature environment. It makes the detection of flaw difficult. The WLMS adaptive filtering algorithm establishes the faster convergence rate by orthogonalizaing the input vector of adaptive filter as compared with that of LMS adaptive filtering algorithm in time domain. We implemented the WLMS adaptive filter by using the delayed version of the primary input vector as the reference input vector and then implemented the CA-CFAR(Cell Averaging- Constant False Alarm Rate) threshold estimator. CA-CFAR threshold estimator enables to detect the flaw and back echo signals automatically. Here, we used the output signals of adaptive filter as its input signal. To Cow the statistical characteristic of ultrasonic signals corrupted by grain noise, we performed run test. The results showed that ultrasonic signals are nonstationary signal, that is, signals whose statistical properties vary with time. The performance of each filter is appreciated by the signal-to-noise ratio. After LMS adaptive filtering in time domain, SNR improves to about 2-3㏈ but after WLMS adaptive filtering in wavelet domain, SNR improves to about 4-6㏈.

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Meaning of "an auxiliary method of diagnosis" in the judgment of unlicensed medical practice by Korean medical doctors - Supreme Court Decision 2016Du51405 on August 18, 2023 - (한의사의 면허 외 행위 판단 기준에서 "진단의 보조 수단"의 의미 - 대법원 2023. 8. 18. 선고 2016두51405 판결 -)

  • Choi, Hyug Yong
    • The Korean Society of Law and Medicine
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    • v.24 no.3
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    • pp.125-153
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    • 2023
  • The Supreme Court's en banc decision on December 12, 2022 (docket number 2016Do21314) presented a new standard for determining whether the use of diagnostic medical devices by Korean medical doctors constitutes oriental medical doctors constitutes unlicensed medical practice. Based on this standard, it was determined that the use of ultrasound by Korean medical doctors was not an unlicensed medical practice. Supreme Court's Decision 2016Du51405 on August 18, 2023, is the first case in which a new standard was applied to determine that an Korean medical doctor's use of electroencephalography to diagnose Parkinson's disease and dementia was not an unlicensed medical practice. The Supreme Court abolished the previous standard that Western medical knowledge and technology should not be required for Korean medical doctors to use medical devices. However, it was unclear whether Western medical diagnosis of Korean medical doctors using diagnostic medical devices would be viewed as an an auxiliary method of diagnosis. Parkinson's disease and dementia are Western medical diagnoses. The Supreme Court judged that the Western medical diagnosis of Korean medical doctors was not an unlicensed medical practice. This clearly explains what an auxiliary method of diagnosis means. In addition, the Supreme Court excluded the principles of development and production of electroencephalography from its judgment criteria. Automatic extraction and automatic reading of test results were also excluded. The criminal court's view that the meaning of oriental medical practice should be clearly and strictly interpreted from the perspective of an oriental doctor, and it was clarified that diagnostic medical devices were excluded from criminal punishment unless it was clear that they were not related to the principle of oriental medical practice. As a result, the Supreme Court made it clear that the use of diagnostic medical devices is excluded from criminal punishment unless it is clear that they are not related to the principles of Korean medicine.

Safety and Efficacy of Ultrasound-Guided Percutaneous Core Needle Biopsy of Pancreatic and Peripancreatic Lesions Adjacent to Critical Vessels (주요 혈관 근처의 췌장 또는 췌장 주위 병변에 대한 초음파 유도하 경피적 중심 바늘 생검의 안전성과 효율성)

  • Sun Hwa Chung;Hyun Ji Kang;Hyo Jeong Lee;Jin Sil Kim;Jeong Kyong Lee
    • Journal of the Korean Society of Radiology
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    • v.82 no.5
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    • pp.1207-1217
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    • 2021
  • Purpose To evaluate the safety and efficacy of ultrasound-guided percutaneous core needle biopsy (USPCB) of pancreatic and peripancreatic lesions adjacent to critical vessels. Materials and Methods Data were collected retrospectively from 162 patients who underwent USPCB of the pancreas (n = 98), the peripancreatic area adjacent to the portal vein, the paraaortic area adjacent to pancreatic uncinate (n = 34), and lesions on the third duodenal portion (n = 30) during a 10-year period. An automated biopsy gun with an 18-gauge needle was used for biopsies under US guidance. The USPCB results were compared with those of the final follow-up imaging performed postoperatively. The diagnostic accuracy and major complication rate of the USPCB were calculated. Multiple factors were evaluated for the prediction of successful biopsies using univariate and multivariate analyses. Results The histopathologic diagnosis from USPCB was correct in 149 (92%) patients. The major complication rate was 3%. Four cases of mesenteric hematomas and one intramural hematoma of the duodenum occurred during the study period. The following factors were significantly associated with successful biopsies: a transmesenteric biopsy route rather than a transgastric or transenteric route; good visualization of targets; and evaluation of the entire US pathway. In addition, the number of biopsies required was less when the biopsy was successful. Conclusion USPCB demonstrated high diagnostic accuracy and a low complication rate for the histopathologic diagnosis of pancreatic and peripancreatic lesions adjacent to critical vessels.