• 제목/요약/키워드: Automated analysis system

검색결과 846건 처리시간 0.039초

퍼지이론을 이용한 임상검사 자동분석에 관한 연구 - 간기능검사 결과 자동분석시스템 - (Automated Clinical best Result Analysis System - Application to liver function test -)

  • 차은종;이태수
    • 대한의용생체공학회:의공학회지
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    • 제14권4호
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    • pp.341-348
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    • 1993
  • Automated system to analyze liver function test results is presented based on fuzzy logic knowledge. Clinician's knowledge and experience was first expressed in linguistic terms fol- lowed by conversion to numerical values to create membership functions of disease possibility for each test item and liver disease. Membership functions were then compensated for different relative importances of test items. Liver diseases considered were acute viral hepatitis (AVH), chronic persistent hepatitis(CPH), chronic active hepatitis(CAH), and liver cirrhosis(LC), Liver function test results of alanine aminotransferase(ALT), aspartate amino- transferase(AST) , glutamate dehydrogenase(GDH), ornithine carbamyltransferase(OCT) , ALT/AST, and 10* GDH/ALT in 218 patients were analyzed by the present system, welch resulted in 80% accuracy. AVH and CAH showed the highest 93 % and the lowest 58% ac- curacies, respectively, which was similar to the clinician's expectation. The simple mathemat- ical formulation of the present system would enable an easy implementation in commercial analysis instruments. Also, the identical fuzzy logic can be applied to similar diagnostic envi- ronments in general.

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시스템 엔지니어링 툴을 이용한 경량전철의 상위시스템 기능분석 연구 (A Study on the Top Level Functional Analysis for the Automated Guideway Transit Used by System Engineering Tool)

  • 이우동
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2002년도 추계학술대회 논문집(I)
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    • pp.202-207
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    • 2002
  • The rubber type AGT system is operated by driverless that signaling is CBTC type. The system function is acomplished exactly to obtain the safety and reliability of system and the system is designed to minimize risk. In order to design the system, the functional analysis is performed. Recently functional analysis is performed by RDD-100 which is used and verified by aerospace, military, etc. Therefore, The design tool RDD-100 is used to perform functional analysis in AGT system development project.

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부정 교합 진단을 위한 두부(頭部)방사선 분석 시스템 (An Automated Cephalogmetric Analysis System)

  • 이창헌;박승훈
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1996년도 추계학술대회
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    • pp.286-288
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    • 1996
  • To make correct prognoses in the area of orthodontics, dentists use cephalometric analysis methods. Currently, most of them involve two main steps: initial diagnosis and treatment establishment. Currently, dentists work manually on X-ray film to measure the cephalogmetric parameters. The work is tedious and time-consuming, and sometimes produces incorrect results. We developed an automated cephalometric analysis system, in which dentists can easily locate reference points needed for the analysis and get the results almost at the same time.

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린 6시그마 분석을 통한 도면 주기 품질 향상 방안 연구 (A Study on the Quality Improvement of Mechanical Drawing Notes Using Lean 6 Sigma Analysis)

  • 전용구;허형조;이성배;박훈혁;안병국
    • 품질경영학회지
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    • 제48권3호
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    • pp.381-393
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    • 2020
  • Purpose: The purpose of this study was to find useful solutions by analyzing causes and results about defects on mechanical drawing notes and provide an automated tool with solutions to mechanical engineers. Methods: The collected data for defects on mechanical drawing notes were from ongoing development and mass production projects. Various measurement methods were used based on the Lean 6 Sigma analysis such as Process analysis, C&E diagram and some statistical analysis. Results: The results of this study are as follows; The results of the Lean 6 Sigma analysis, the validity of the selected indicators for improving drawing notes quality was verified through the verification of cause variables. The strategy established to improve the mechanical drawing notes was reflected as an automated program, and the defects were within a manageable range and achieved target Sigma level. Conclusion: Through the application of the "Mechanical drawing notes automation tool", it is expected to resolve the "Voice of Customer, VOC" and "Voice of Business, VOB".

메타분석을 이용한 자율주행자동차 혼재교통류 영향 분석에 관한 연구: 연속류 도로를 중심으로 (Analysis of Impact on Mixed Traffic Flow with Automated Vehicle Using Meta-analysis: Focusing on Uninterrupted Road)

  • 정하림;조민경;윤일수;박상민
    • 한국ITS학회 논문지
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    • 제22권6호
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    • pp.77-91
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    • 2023
  • 최근 국내외에서 자율주행자동차의 상용화를 위한 연구개발이 활발히 진행중이며, 연속류 도로에서 레벨3 수준의 자율주행자동차들의 주행이 도입 및 증가될 것으로 예상된다. 이에 다양한 국내외 연구들에서 자율주행자동차의 시장점유율(MPR)에 따른 혼재 교통류 연구들이 진행되었으나, 각 연구들은 독립적으로 시행되어, 연구 결과에 따라 서로 다른 경향을 보인다. 이에 본 연구에서는 다수의 연구 결과들을 계량적으로 취합하여 통합된 결론을 내리는 메타분석 기법을 이용하여 연속류 도로에서 자율주행자동차의 혼재교통류의 영향을 분석하고자 하였다. 분석결과, 혼재율 75% 이상부터 추정된 효과크기가 통계적으로 유의미한 것으로 나타났으며, 자율주행자동차 혼재기에 연속류 도로 운영 및 관리를 위해서는 자율차 혼재기별 맞춤형 정책이 필요할 것으로 판단된다.

일정한 납기구간을 갖는 유연생산시스템에서의 AGV 경로에 관한 연구 (Automated guided vehicle routing for the fixed-interval deliveries of a flexible manufacturing system)

  • 최현선;유융석;노인규
    • 산업경영시스템학회지
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    • 제26권2호
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    • pp.68-74
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    • 2003
  • Modem automated manufacturing processes employ automated guided vehicles(AGVs) for material handling, which serve several machining centers(MCs) in a factory. Optimal scheduling of AGVs can significantly help to increase the efficiency of the manufacturing process by minimizing the idle time of MCs waiting for the raw materials. In this paper, we will analyse the requirements for an optimal schedule and then provide a mathematical framework for an efficient schedule of material delivery by an AGV. With this model, the optimal number of MCs to be utilized will also be determined. Finally, the material delivery schedule employing multiple journeys to the MCs by the AGV will be carried out. Through rigorous analysis and simulation experiments, we shall show that such a delivery strategy will optimize the overall performance.

Bi-directional fault analysis of evaporator inspection system

  • Kang, Dae-Ki;Kang, Jeong-Jin
    • International journal of advanced smart convergence
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    • 제1권1호
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    • pp.57-60
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    • 2012
  • In this paper, we have performed a safety analysis on an automotive evaporator inspection system. We performed the bi-directional analysis on the manufacturing line. Software Fault Tree Analysis (SFTA) as backward analysis and Software Failure Modes, Effects, & Criticality Analysis (SFMECA) as forward analysis are performed alternately to detect potential cause-to-effect relations. The analysis results indicate the possibility of searching and summarizing fault patterns for future reusability.

슈퍼컴퓨터 활용 축류팬 유동해석 자동화 시스템 개발 (Implementation of Automation System for the Fluid Analysis of Axial Fan Using Supercomputer)

  • 김명일;이승민;이상민
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2008년도 춘계학술대회논문집
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    • pp.288-291
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    • 2008
  • Recently, the importance and necessity of engineering analysis has shown a steady growth. However, researchers working in small and medium enterprises know little about the usefulness of engineering analysis and suffer from lack of technical knowledge. Axial fan is air fluid machinery in various fields of industry such as automobile, electric appliance, and heavy machinery. It is also a time and budget consuming equipment to develop the axial fan through physical experiments. In order to overcome this problem, we have designed and developed a web-base automated simulator for axial fan's fluid analysis using supercomputer. Automated simulator means that all of processes for engineering analysis including pre-process, solving, and post-process can be performed automatically without user intervention after transferring fan model(CAD files) made by user. After executing the simulator with some parameters, user can receive the report including pressure P and flow rate Q. In this paper, we introduce the architecture of our easy and efficient automated engineering analysis simulator, related techniques and result of development.

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Improved Algorithm for Fully-automated Neural Spike Sorting based on Projection Pursuit and Gaussian Mixture Model

  • Kim, Kyung-Hwan
    • International Journal of Control, Automation, and Systems
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    • 제4권6호
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    • pp.705-713
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    • 2006
  • For the analysis of multiunit extracellular neural signals as multiple spike trains, neural spike sorting is essential. Existing algorithms for the spike sorting have been unsatisfactory when the signal-to-noise ratio(SNR) is low, especially for implementation of fully-automated systems. We present a novel method that shows satisfactory performance even under low SNR, and compare its performance with a recent method based on principal component analysis(PCA) and fuzzy c-means(FCM) clustering algorithm. Our system consists of a spike detector that shows high performance under low SNR, a feature extractor that utilizes projection pursuit based on negentropy maximization, and an unsupervised classifier based on Gaussian mixture model. It is shown that the proposed feature extractor gives better performance compared to the PCA, and the proposed combination of spike detector, feature extraction, and unsupervised classification yields much better performance than the PCA-FCM, in that the realization of fully-automated unsupervised spike sorting becomes more feasible.