• 한국생산제조학회지
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• 제25권5호
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• pp.393-399
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• 2016

In this study, an experiment was conducted using a 3D scanner, commonly used in reverse engineering techniques, and the newly introduced CT measuring machine. The hole, width, and angle of specimens having various shapes were designated, the error rates in dimensional modelling generated during scanning with each device were compared, and the models were printed using a 3D printer. A secondary comparative analysis of the two printed specimens was conducted; the causes of dimension errors that occur during the printing process after scanning with each device and the differences associated with variation in shape were also analyzed. Based on the analysis results, the featured shape for each scanning application method and issues to consider in reverse engineering were presented, and the use of the CT measuring machine was recommended as a method to minimize error rates in dimensions and ensure efficient reverse engineering.

• 한국공작기계학회논문집
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• 제11권1호
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• pp.83-90
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• 2002

As high-precision parts are needed with manufacturing techniques improved. the demand of high-precision machine tools has been increasing They are made to developed the precision measuring skill to maintenance the accuracy of themselves as a matter or course We one paper measured straightness and orthogonality of the square to verify that it is possible for CT(circular test) method by 2-dimensional probe and the square to measure orthogonality Furthemore we compared the result of the study with the computer simulation's to prove its possibility and made an improvement of measuring method.

• 한국생산제조학회지
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• 제19권4호
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• pp.462-468
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• 2010

Fatigue crack growth caused by surface defects is one of the most important subjects for the evaluation and the assurance of safety in pressure vessels, piping systems, LPG/LNG fuel tank and other various structures. So, this paper aims to investigate the relationship between the surface roughness of fracture CT specimens and the moments on the specimen when doing fatigue test for the evaluation and the assurance of safety of structures from fatigue crack deconstruction. In this experiment, the CT specimens were loaded by a fatigue testing machine with changing loads until they are broken. The surface roughness of the fracture CT specimens was measured using 3D precise shape measuring equipment and digital holography. As a result of this study, It was identified that the average roughnesses are similar at the positions that has a same moments by comparing the results with the moments on the specimen according to the position.

• Journal of Korean Neurosurgical Society
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• 제62권4호
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• pp.442-449
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• 2019

Objective : Bone mineral density (BMD) is an important consideration during fusion surgery. Although dual X-ray absorptiometry is considered as the gold standard for assessing BMD, quantitative computed tomography (QCT) provides more accurate data in spine osteoporosis. However, QCT has the disadvantage of additional radiation hazard and cost. The present study was to demonstrate the utility of artificial intelligence and machine learning algorithm for assessing osteoporosis using Hounsfield units (HU) of preoperative lumbar CT coupling with data of QCT. Methods : We reviewed 70 patients undergoing both QCT and conventional lumbar CT for spine surgery. The T-scores of 198 lumbar vertebra was assessed in QCT and the HU of vertebral body at the same level were measured in conventional CT by the picture archiving and communication system (PACS) system. A multiple regression algorithm was applied to predict the T-score using three independent variables (age, sex, and HU of vertebral body on conventional CT) coupling with T-score of QCT. Next, a logistic regression algorithm was applied to predict osteoporotic or non-osteoporotic vertebra. The Tensor flow and Python were used as the machine learning tools. The Tensor flow user interface developed in our institute was used for easy code generation. Results : The predictive model with multiple regression algorithm estimated similar T-scores with data of QCT. HU demonstrates the similar results as QCT without the discordance in only one non-osteoporotic vertebra that indicated osteoporosis. From the training set, the predictive model classified the lumbar vertebra into two groups (osteoporotic vs. non-osteoporotic spine) with 88.0% accuracy. In a test set of 40 vertebrae, classification accuracy was 92.5% when the learning rate was 0.0001 (precision, 0.939; recall, 0.969; F1 score, 0.954; area under the curve, 0.900). Conclusion : This study is a simple machine learning model applicable in the spine research field. The machine learning model can predict the T-score and osteoporotic vertebrae solely by measuring the HU of conventional CT, and this would help spine surgeons not to under-estimate the osteoporotic spine preoperatively. If applied to a bigger data set, we believe the predictive accuracy of our model will further increase. We propose that machine learning is an important modality of the medical research field.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 1999년도 추계학술대회 논문집 - 한국공작기계학회
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• pp.446-451
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• 1999

A study for the roundness of machining center is classified into two ways. one is the way that progresses the roundness amending the parameter of machining center based on the measured value after the measurement of the roundness of machining center by means of a existing measuring device, another is the way that measures the roundness by remodeling the existing measuring device. The former is studied by pack hei jae team in Seoul university, the latter is studied by TSUTSUMI. Especially TSUTSUMI measures the roundness according to circular compensation after the insertion of developed measuring desire using a rotary encoder to the spindle of machining tool. We study how regulation velocity occuring with circular motion of machining center table influences the roundness after measuring the roundness using Circular Test method by a 2 dimention probe and a standard discus in this experiment.

• 한국공작기계학회:학술대회논문집
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• 한국공작기계학회 2000년도 춘계학술대회논문집 - 한국공작기계학회
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• pp.75-81
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• 2000

This study for the roundness and perpendicularity of machining center is classified into two ways. One is the way that progresses the roundness amending the parameter of machining center based on the measured value after the measurement of the roundness of machaning center by means of a existing measuring device, another is the way that measures the roundness by remodeling the existing measuring device. the former is studied by pack hei jae team in Seoul university, the later is studied by TSUTSUMI. Especially TSUTSUMI measures the roundness according to circular compensation after the insertion of developed measuring device using a rotary encoder to the spindle of machining tool. we study how regulation velocity occuring with circular motion of machining center table influences the roundness after measuring the roundness using Circular Test method by a 2 dimention probe and a standard discus in this experiment.

• Journal of Periodontal and Implant Science
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• 제48권4호
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• pp.202-212
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• 2018

Purpose: Bone-to-implant contact (BIC) is difficult to measure on micro-computed tomography (CT) because of artifacts that hinder accurate differentiation of the bone and implant. This study presents an advanced algorithm for measuring BIC in micro-CT acquisitions using a spiral scanning technique, with improved differentiation of bone and implant materials. Methods: Five sandblasted, large-grit, acid-etched implants were used. Three implants were subjected to surface analysis, and 2 were inserted into a New Zealand white rabbit, with each tibia receiving 1 implant. The rabbit was sacrificed after 28 days. The en bloc specimens were subjected to spiral (SkyScan 1275, Bruker) and round (SkyScan 1172, SkyScan 1275) micro-CT scanning to evaluate differences in the images resulting from the different scanning techniques. The partial volume effect (PVE) was optimized as much as possible. BIC was measured with both round and spiral scanning on the SkyScan 1275, and the results were compared. Results: Compared with the round micro-CT scanning, the spiral scanning showed much clearer images. In addition, the PVE was optimized, which allowed accurate BIC measurements to be made. Round scanning on the SkyScan 1275 resulted in higher BIC measurements than spiral scanning on the same machine; however, the higher measurements on round scanning were confirmed to be false, and were found to be the result of artifacts in the void, rather than bone. Conclusions: The results of this study indicate that spiral scanning can reduce metal artifacts, thereby allowing clear differentiation of bone and implant. Moreover, the PVE, which is a factor that inevitably hinders accurate BIC measurements, was optimized through an advanced algorithm.

• 대한치과보철학회지
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• 제48권4호
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• pp.294-300
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• 2010

연구 목적: 컴퓨터-가이드 임플란트 수술은 전통적인 방법에 비해 여러 가지 장점을 가진다. 본 연구의 목적은 가이드 수술용 템플릿 제작을 위한 좌표동기화 5축 정밀가 공공정의 정확도를 범용 CAD 소프트웨어를 통해 역설계공학의 방법으로 평가하는 것이다. 연구 재료 및 방법: 악궁 형태의 모형에 거타퍼쳐 스타핑을 매식한 10 개의 모형을 만들고 상부에 실리콘 인상재를 이용하여 인공치은을 덮어 스타핑의 위치를 보이지 않게 가렸다. 모형의 하면에 동기화를 위한 좌표동기화 형상을 만든 뒤 Cone beam CT에서 3차원 영상을 얻었다. 임플란트 계획 소프트웨어의 CT 이미지 상에서 매식된 스타핑과 동일한 방향으로 스타핑의 1/2 깊이까지 가상의 시술계획을 하고, 스타핑의 방향벡터와 저지점 (1/2지점) 데이터를 석고모형의 영상으로 좌표동기화 하였다. 이후 모형하면의 좌표동기화 형상을 이용하여 가공기기상의 좌표로 좌표변환을 통해 가공좌표동기화를 하였다. 5축 밀링머신의 좌표동기화판에 모형을 고정한 후, 동기화된 가공데이터에 의거하여 스타핑과 동일한 직경의 드릴로 계획된 벡터와 깊이로 정확히 가공 하였다. 모델에 정확히 안착되는 인상트레이를 CT 장비에 미리 고정한 상태에서, 인상트레이에 모델을 적합하여 이미지를 획득한 뒤 3차원 재구성하는 방법으로 영상을 중첩하여 비교 분석하였다. SolidWorks (Dassault Systems, Concord, USA) 범용 CAD 상에 영상을 불러들여 역설계공학의 방법으로 실린더 상부, 하부의 중점에서의 위치편차와 각도편차를 조사하였다. 통계는 SPSS (release 14.0, SPSS Inc., Chicago, USA)를 이용하여 각 편차 사이의 상관관계를 분석하였다 ($\alpha$ = 0.05). 결과: 위치 편차로 인하여 모든 드릴 보어 (bore)에서 상부 1/2에 잔존하는 거타퍼쳐의 일부를 관찰할 수 있었다. 실험 모형상에서 계획된 이미지와 드릴링 후CT에서 역설계를 거친 이미지 사이의 위치편차는 상부에서 0.31 (0.15 - 0.42) mm, 하부에서 0.36 (0.24 - 0.51) mm, 각도편차는 1.62 (0.54 - 2.27)$^{\circ}$이었다. 실린더 상부와 하부 위치 편차는 양의 상관관계를 가졌다 (Pearson Correlation Coeffocient = 0.904, P= .013). 결론: 좌표동기화 5축 정밀가공 공정은 가이드 수술용 템플릿을 제작하는 데에 적합한 정확도를 가진다.

• 한국방사선학회논문지
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• 제7권3호
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• pp.175-179
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• 2013

파노라마와 CBCT 같은 회전하는 방사선 발생장치에서 방사선작업종사자와 보호자의 적절한 피폭 방어 대책을 알아보고자 위치에 따른 방사선 조사선량을 비교 분석하였다. 사용된 장치로는 파노라마 DP-90-P PAX-500(Vatech, Korea)와 CBCT DCT-90-P IMPLAGRAPHY Dental CT system (Vatech, Korea)을 사용하였다. 조사선량 측정기는 Ion chamber model 2026과 Reader기 20X5-60E를 사용하였다. 촬영조건은 임상에서 사용하는 인자와 동일하게 설정하였다. 실험결과 파노라마는 검사가 처음 시작하는 A지점이 81${\mu}R$ 으로 가장 높게 나왔고, 검사가 끝나는 D점이 53${\mu}R$ 으로 가장 낮게 나왔다. CBCT의 경우는 검사가 끝나는 D지점이 1,021${\mu}R$ 으로 가장 높게 나왔고, 검사가 시작하는 A지점이 809.67${\mu}R$ 으로 가장 높게 측정되었다. 부득이하게 보호자나 방사선작업종사자가 환자를 잡고 검사해야 할 경우에는 피폭선량이 가장 많은 지점을 피해서 X선관이 회전하기 시작하는 지점과 끝나는 지점의 가운데 위치해야 할 것이다. 그리고 장비의 특성상 기계의 반대편이며, 환자의 측면에서 지지하는 것보다 후방에서 지지하는 것이 가장 안전할 것이고, 적절한 방호기구를 착용해야 할 것이다.

• 전자공학회논문지C
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• 제35C권11호
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• pp.21-30
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• 1998

본 논문에서는 FPGA를 이용하여 산업용 구동장치로 널리 사용되고 있는 유도 전동기의 디지털 전류 제어시스템을 구현하였다. 이를 위해 VHDL을 이용하여 FPGA를 설계하였으며 이 FPGA는 PWM 발생부, PWM 보호부, 회전속도 검출부, 프로그램 폭주 방지부, 인터럽트 발생부, 디코더 로직부, 신호 지연 발생부 및 디지털 입·출력부로 각각 구성되어있다. 본 FPGA의 설계시 고속처리의 문제점을 해결하기 위해 클럭전용핀을 활용하였으며 또한 40 MHz에서도 동작할 수 있는 삼각파를 만들기 위해 업다운 카운터와 래치부를 병렬 처리함으로써 고속화하였다. 특히 삼각파와 각종 레지스터를 비교 연산할 때 많은 팬아웃 문제에 따른 게이트 지연(gate delay) 요소를 줄이기 위해 병렬 카운터를 두어 고속화를 실현하였다. 아울러 삼각파의 진폭과 주파수 및 PWM 파형의 데드 타임 등을 소프트웨어적으로 가변 하도록 하였다. 이와 같은 기능들을 FPGA로 구현하기 위하여 퀵로직(Quick Logic)사의 pASIC 2 SpDE와 Synplify-Lite 합성툴을 이용하여 로직을 합성하였다. 또한 Verilog HDL 환경에서 최악의 상황들(worst cases)에 대한 최종 시뮬레이션이 성공적으로 수행되었다. 아울러 구현된 FPGA를 84핀 PLCC 형태의 FPGA로 프로그래밍 한 후 3상 유도전동기의 디지털 전류 제어 시스템에 적용하였다. 이를 위해 DSP(TMS320C31-40 MHz)와 FPGA, A/D 변환기 및 전류 변환기(Hall CT) 등을 이용하여 3상 유도 전동기의 디지털 전류 제어 시스템을 구성하였으며, 디지털 전류 제어의 효용성을 실험을 통해 확인하였다.