• 제목/요약/키워드: Data acquisition and processing system

검색결과 433건 처리시간 0.027초

Application of Virtual Surgical Planning with Computer Assisted Design and Manufacturing Technology to Cranio-Maxillofacial Surgery

  • Zhao, Linping;Patel, Pravin K.;Cohen, Mimis
    • Archives of Plastic Surgery
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    • 제39권4호
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    • pp.309-316
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    • 2012
  • Computer aided design and manufacturing (CAD/CAM) technology today is the standard in manufacturing industry. The application of the CAD/CAM technology, together with the emerging 3D medical images based virtual surgical planning (VSP) technology, to craniomaxillofacial reconstruction has been gaining increasing attention to reconstructive surgeons. This article illustrates the components, system and clinical management of the VSP and CAD/CAM technology including: data acquisition, virtual surgical and treatment planning, individual implant design and fabrication, and outcome assessment. It focuses primarily on the technical aspects of the VSP and CAD/CAM system to improve the predictability of the planning and outcome.

뉴로-퍼지 기법에 의한 자동차 진단 (Automobile diagnosis by euro-Fuzzy Technique)

  • 신준;오재응
    • 대한기계학회논문집
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    • 제16권10호
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    • pp.1833-1840
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    • 1992
  • 본 연구에서는 자동차의 발달에 따른 정비 전문가의 상대적인 능력 감퇴를 보 완하고 진단의 정확성을 높일 수 있도록 소음계측에 의한 인공 지능적 뉴로-퍼지 진단 기법을 연구하였다. 이를 위하여 진단결과에 영향을 미치는 많은 작용변수와 다양한 차량상태 등을 고려함으로서 보다 신뢰성 있는 결과를 산출해내기 위한 퍼지(fuzzy) 추론 방식의 판단법을 도입하였으며, 진단이 실패했을 경우나 입력된 데이터가 충분하 지 못할 경우에 시스템 자체의 지식을 확장시켜 나갈 수 있도록 해밍네트(hamming net )에 의한 패턴인식 기법을 적용하였다. 그리고 컴퓨터 시뮬레이션과 자동차를 대상 으로 고장진단 실험을 실시하여 기존의 진단기법과의 비교를 통한 뉴로-퍼지 진단기법 의 효율성과 알고리즘의 타당성을 검증하였다.

pH Measurements with a Microcantilever Array-Based Biosensor System

  • Hur, Shin;Jung, Young-Do
    • 센서학회지
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    • 제21권3호
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    • pp.186-191
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    • 2012
  • In this paper, we present a pH measurement method that uses a microcantilever-array-based biosensor system. It is composed of microcantilever array, liquid cell, micro syringe pump, laser diode array, position sensitive detector, data acquisition device, and data processing software. Four microcantilevers are functionalized with pH-sensitive MHA(mercaptohexadecanoic acid) as a probe, while three microcantilevers are functionalized with HDT(hexadecane thiol) as reference. We prepare PBS(phosphate buffered saline) solutions of different pH and inject them into the liquid cell with a predefined volumetric speed at regular time intervals. The functionalized mircocantilevers in the liquid cell deflect as a self-assembled monolayer on the microcantilever binds with probe molecules in the solution. The difference in deflection between the MHA-covered probe microcantilever and the HDT-covered reference microcantilever was used to compensate for thermal drift. The deflection difference clearly increases with increasing pH in the solution. It was shown that when the pH values of the PBS solutions are high, there were large variations in the deflection of microcantilevers, whereas there were small variations for low pH value. The experimental results show that the microcantilever array functionalized with MHA and HDT can detect pH value with good repeatability.

인체측정용 3차원 스캐너 제작 (Development of Three Dimensional Scanner for Anthropometric Measurement)

  • 김민효;남윤자
    • 대한인간공학회지
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    • 제20권3호
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    • pp.77-88
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    • 2001
  • A three dimensional body scanner for anthropomentric measurement has been developed. In this study, the slit laser beam projection method followed by digital image processing was used to provide accurate spatial data with the typical optical triangulation method to overcome the many difficulties in traditional in accurate and time-consuming tactic measurement method using rulers and gauges. Compared with other commercialized scanners. this system can obtain a relatively wide range of data at a much lower cost by the specially designed scanning process such as the simultaneous acquisition of vertical and horizontal body cross-section profiles.

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정4각단면 덕트 내에서 비정상 천이유동에 관한 연구 (A Study on Transitional Unsteady Flows in a Square Duct)

  • 박길문;박선종;최주호;유영태
    • 설비공학논문집
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    • 제1권3호
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    • pp.252-263
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    • 1989
  • A system of conservation equations for steady, oscillatory and pulsating duct flows are solved analytically by linearizing non-linear convective terms. Analytical solutions of velocity profiles for these flows are obtained in the form of infinite series. The experimental study for the air flow in a square duct ($40mm{\times}40mm$ and 400 mm long) is carried out to measure velocity profiles and other parameters by using a hot-wire anemometer with data acquisition and processing system. Major characteristics of the flows such as the classification of flow patterns, determination of critical Reynolds number and velocity profiles is accomplished from the experismental results.

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다중 슬릿 즉발감마선 카메라를 위한 이중모드 신호처리 모듈 개발 (Development of Dual-mode Signal Processing Module for Multi-slit Prompt-gamma Camera)

  • 박종훈;이한림;김성훈;김찬형;신동호;이세병;정종휘
    • 한국의학물리학회지:의학물리
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    • 제27권1호
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    • pp.37-45
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    • 2016
  • 양성자 치료 시 양성자 빔의 특성을 이용하여 치료 부위에 국부적인 선량을 부여하고 정상조직에 불필요한 선량을 줄이기 위해서는 인체 내 양성자 빔의 비정을 실시간으로 확인하는 것이 중요하다. 이를 위해 본 연구팀은 24개의 섬광검출기 배열 및 24채널의 신호 처리 시스템으로 구성된 즉발감마선 카메라 모듈을 개발하고 있다. 본 연구에서는 다채널의 섬광 검출기 신호를 처리하기 위하여 이중모드 다채널 신호 처리 모듈을 개발하여 그 성능을 평가해보았다. 성능을 평가한 결과 에너지 교정 모드를 통해 다채널의 섬광검출기에 대하여 동시에 에너지 교정이 가능함을 확인하였고, 이를 통하여 정확하게 3 MeV에 해당하는 측정 하한 값을 결정할 수 있었다. 고속 데이터 획득 모드를 통해 45 MeV 양성자 빔에서 발생한 즉발감마선 분포를 측정한 결과 $3{\times}10^9$개의 양성자 빔에서도 양성자 선량 분포와 유사한 결과를 얻을 수 있었고, 빔 비정을 평가한 결과 $17.13{\pm}0.76mm$로 EBT film을 통하여 측정한 비정인 16.15 mm와 굉장히 밀접한 관련이 있음을 확인하였다.

소프트웨어 쿼드러춰 검출기를 이용한 영상개선 (Image enhancement using software quadrature detector)

  • 고대식;김현;전계석
    • 전자공학회논문지S
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    • 제35S권5호
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    • pp.111-116
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    • 1998
  • In this paper, we proposed method of performance enhancement of the ultrasonic imaging system using quadrature detector and implementation of the software quandrature detector. Since the quadrature detector is more sensitive than the enbelope detector of the conventional ultrasonic imaging syustem, we are able to achieve the contrast enhnacement. Although hardware quadrature detector is able to process high sped data acquisition, its hardware has complexity. In order to show the performance of the software quadrature we have constructed ultrasonic signal processing system and obtained the reflected signal from the aluminum specimen using A/D convertor. Our experimental results showed that image of the quadrature detector is better than that of the envelope detector.

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딥러닝기반 입체 영상의 획득 및 처리 기술 동향 (Recent Technologies for the Acquisition and Processing of 3D Images Based on Deep Learning)

  • 윤민성
    • 전자통신동향분석
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    • 제35권5호
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    • pp.112-122
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    • 2020
  • In 3D computer graphics, a depth map is an image that provides information related to the distance from the viewpoint to the subject's surface. Stereo sensors, depth cameras, and imaging systems using an active illumination system and a time-resolved detector can perform accurate depth measurements with their own light sources. The 3D image information obtained through the depth map is useful in 3D modeling, autonomous vehicle navigation, object recognition and remote gesture detection, resolution-enhanced medical images, aviation and defense technology, and robotics. In addition, the depth map information is important data used for extracting and restoring multi-view images, and extracting phase information required for digital hologram synthesis. This study is oriented toward a recent research trend in deep learning-based 3D data analysis methods and depth map information extraction technology using a convolutional neural network. Further, the study focuses on 3D image processing technology related to digital hologram and multi-view image extraction/reconstruction, which are becoming more popular as the computing power of hardware rapidly increases.

Wavelet 변환을 이용한 크레인 와이어 로프 결함 신호처리에 관한 연구 (A Study on Crane Wire Rope Flaws Signal Processing Using Discrete Wavelet Transform)

  • Min, Jeong-Tak;Sohn, Dong-Seop;Lee, Jin-Woo;Lee, Kwon-Soon
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2002년도 추계공동학술대회논문집
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    • pp.155-159
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    • 2002
  • Wire ropes are used in a myriad of various industrial applications such as elevator, mine hoist, construction machinery, lift, and suspension bridge. Especially, wire rope of crane is important component to container transfer. If it happens wire rope failures in operating, it may lead to safety accident, economic power loss by productivity decline, competitive power decline of container terminal and so on. To solve this problem, we developed wire rope fault detecting system as a portable instrument, and this system is consisted of 3 parts that fault detecting part using hall sensor, permanent magnets and analog unit, and digital signal processing part using data acquisition card, monitoring part using wavelet transform, denoising method. In this paper, a wire rope is scanned by this system after makes several broken parts on the surface of wire rope artificially. All detected signal has external noise or disturbance according to circumstances. So, we applied to discrete wavelet transform to extract a signal from noisy data that was used filter. In practical applications of denoising, it is shown that wavelet pursue it with little information loss and smooth signal display. It is verified that the detecting system by denoising has good efficiency for inspecting faults of wire ropes in service. As a result, by developing this system, container terminal could reduce expense because of extension of wire ropes exchange period and could competitive power. Also, this system is possible to apply in several fields like that elevator, lift and so on.

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Study on Fault Diagnosis and Data Processing Techniques for Substrate Transfer Robots Using Vibration Sensor Data

  • MD Saiful Islam;Mi-Jin Kim;Kyo-Mun Ku;Hyo-Young Kim;Kihyun Kim
    • 마이크로전자및패키징학회지
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    • 제31권2호
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    • pp.45-53
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    • 2024
  • The maintenance of semiconductor equipment is crucial for the continuous growth of the semiconductor market. System management is imperative given the anticipated increase in the capacity and complexity of industrial equipment. Ensuring optimal operation of manufacturing processes is essential to maintaining a steady supply of numerous parts. Particularly, monitoring the status of substrate transfer robots, which play a central role in these processes, is crucial. Diagnosing failures of their major components is vital for preventive maintenance. Fault diagnosis methods can be broadly categorized into physics-based and data-driven approaches. This study focuses on data-driven fault diagnosis methods due to the limitations of physics-based approaches. We propose a methodology for data acquisition and preprocessing for robot fault diagnosis. Data is gathered from vibration sensors, and the data preprocessing method is applied to the vibration signals. Subsequently, the dataset is trained using Gradient Tree-based XGBoost machine learning classification algorithms. The effectiveness of the proposed model is validated through performance evaluation metrics, including accuracy, F1 score, and confusion matrix. The XGBoost classifiers achieve an accuracy of approximately 92.76% and an equivalent F1 score. ROC curves indicate exceptional performance in class discrimination, with 100% discrimination for the normal class and 98% discrimination for abnormal classes.