• Title/Summary/Keyword: contrast analysis

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Performance Analysis of Auto Body Manufacturing System using ARENA Simulation (ARENA 시뮬레이션을 이용한 차제공장 수행도 분석)

  • Jung, Jae-Ho;Kim, Hyun-Gun;Kim, Hyang-He;Jeon, Tae-Bo
    • Journal of Industrial Technology
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    • v.20 no.A
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    • pp.229-238
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    • 2000
  • Simulation analysis for an auto body manufacturing system has been performed in this study. The major goal is to figure out the condition yielding the production rate, 70 per hour. It is, however, very difficult to maintain this rate due to inherent system factors such as machine failure rates, machine repair rates, number of carriers between manufacturing lines(shops), carrier speed etc. We first carefully examined the system and developed a simulation model using ARENA. We then applied statistical experimental design concepts for performance analysis. Our results indicate that the buffer size of 30 and quick repair of failed robots are required for the desired production rate. Other factors, on the other hand, are seen to have minor effects on the throughput. The approach taken in this study and the results obtained may provide a practical guideline for performance analysis and thus be applied without trepidation for similar cases.

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Flexural performance and fiber distribution of an extruded DFRCC panel

  • Lee, Bang Yeon;Han, Byung-Chan;Cho, Chang-Geun;Kim, Yun Yong
    • Computers and Concrete
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    • v.10 no.2
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    • pp.105-119
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    • 2012
  • This paper presents the mix composition and production method that was applied to an extruded Ductile Fiber Reinforced Cement Composite (DFRCC) panel, as well as the flexural performance, represented by deformation hardening behavior with multiple cracking. The effect of fiber distribution characteristics on the flexural behavior of the panel is also addressed. In order to demonstrate the fiber distribution effect, a series of experiments and analyses, including a sectional image analysis and micromechanical analysis, was performed. From the experimental and analysis results, it was found that the flexural behavior of the panel was highly affected by a slight variation in the mix composition. In terms of the average fiber orientation, the fiber distribution was found to be similar to that derived under the assumption of a two-dimensional random distribution, irrespective of the mix composition. In contrast, the probability density function for the fiber orientation was measured to vary depending on the mix composition.

A Study on Feature Selection in Face Image Using Principal Component Analysis and Particle Swarm Optimization Algorithm (PCA와 입자 군집 최적화 알고리즘을 이용한 얼굴이미지에서 특징선택에 관한 연구)

  • Kim, Woong-Ki;Oh, Sung-Kwun;Kim, Hyun-Ki
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.12
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    • pp.2511-2519
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    • 2009
  • In this paper, we introduce the methodological system design via feature selection using Principal Component Analysis and Particle Swarm Optimization algorithms. The overall methodological system design comes from three kinds of modules such as preprocessing module, feature extraction module, and recognition module. First, Histogram equalization enhance the quality of image by exploiting contrast effect based on the normalized function generated from histogram distribution values of 2D face image. Secondly, PCA extracts feature vectors to be used for face recognition by using eigenvalues and eigenvectors obtained from covariance matrix. Finally the feature selection for face recognition among the entire feature vectors is considered by means of the Particle Swarm Optimization. The optimized Polynomial-based Radial Basis Function Neural Networks are used to evaluate the face recognition performance. This study shows that the proposed methodological system design is effective to the analysis of preferred face recognition.

A new damage index for seismic fragility analysis of reinforced concrete columns

  • Kang, Jun Won;Lee, Jeeho
    • Structural Engineering and Mechanics
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    • v.60 no.5
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    • pp.875-890
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    • 2016
  • A new structural damage index for seismic fragility analysis of reinforced concrete columns is developed based on a local tensile damage variable of the Lee and Fenves plastic-damage model. The proposed damage index is formulated from the nonlinear regression of experimental column test data. In contrast to the response-based damage index, the proposed damage index is well-defined in the form of a single monotonically-increasing function of the volume weighted average of local damage distribution, and provides the necessary computability and objectivity. It is shown that the present damage index can be appropriately zoned to be used in seismic fragility analysis. An application example in the computational seismic fragility evaluation of reinforced concrete columns validates the effectiveness of the proposed damage index.

Application of Envelop Analysis and Wavelet Transform for Detection of Gear Failure (기어 결함 검출을 위한 포락처리와 웨이블릿 변환의 적용)

  • Gu, Dong-Sik;Lee, Jeong-Hwan;Yang, Bo-Suk;Choi, Byeong-Keun
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.32 no.11
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    • pp.905-910
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    • 2008
  • Vibration analysis is widely used in machinery diagnosis and the wavelet transform has also been implemented in many applications in the condition monitoring of machinery. In contrast to previous applications, this paper examines whether acoustic signal can be used effectively along vibration signal to detect the various local fault, in local fault of gearboxes using the wavelet transform. Moreover, envelop analysis is well known as useful tool for the detection of rolling element bearing fault. In this paper, a acoustic emission (AE) sensor is employed to detect gearbox damage by installing them around bearing housing at driven-end side. Signal processing is conducted by wavelet transform and enveloping to detect her fault all at once gearbox using AE signal.

Analysis of Inorganic Anions in Various Drinking Waters by Capillary Electrophoresis

  • Choi, One-Kyun;Cho, Jae-Sun
    • Analytical Science and Technology
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    • v.8 no.4
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    • pp.835-841
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    • 1995
  • The quantitation of inorganic anions in various drinking waters were investigated using capillary electrophoresis(CE) and the results were compared with ion chromatography(IC). With CE, in contrast to IC, was demonstrated rapid analysis, good efficiency, a low detection limit and the low comsumption of a solvent and samples. CE analysis was used 5 mM sodium chromate(pH 8.0) containing 20 mM tetraalkylammoniumbromide at -25kV applied voltage with indirect UV detection at 254 nm. This results in exceedingly short analysis time within 3 min. with efficiencies approaching 200,000 theoretical plates. The coefficients of variants of migration time are less than 0.8% and those of peak area are less than 2.3%. Detection limits for quantitative determination were 300 ppb-50 ppm level. These optimum conditions are applicable to various samples without pretreatment.

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Mathematical Analysis of Constitutional Theory Based on Imbalanced Structure of Five Energy Elements (오행기질(五行氣質)의 불균형적(不均衡的) 구조(構造)에 근거(根據)한 체질론(體質論)의 수리학적(數理學的) 분석(分析))

  • Huh, Kyung Koo;Park, Kwang Suk
    • The Journal of Korean Medicine
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    • v.33 no.3
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    • pp.105-119
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    • 2012
  • Background: In contrast to the increased interest in constitutional medicine evidenced by clinical experiences, there has been no theoretical or mathematical analysis on the stability or number of constitutional types. Objectives: The purpose of the study was to evaluate the stability of possible constitutional types and to find stable constitutional types based on imbalanced structure of five energy elements using mathematical analysis. Methods: For the 120 constitutional types which are possible by the imbalanced combination of five energy elements, vitality, stability and continuity were evaluated mathematically based on mutual activation and suppression between the five energy elements. Results: 10 constitutional types were derived. They had the highest vitality and stability, and they had permanent continuity, never changing their order of imbalanced structure. Conclusions: 10 constitutional types are logical and most reasonable when we classify the body types based on imbalanced structure of five energy elements.

Analysis of Impact ionization Model for Nano structure Silicon device (나노구조 실리콘 소자의 임팩트이온화 모델 분석)

  • 고석웅;임규성;정학기
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2001.10a
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    • pp.656-659
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    • 2001
  • Recently, as device techniques are advancing and its size become smaller, the hot carriers transport analysis has more important. Impact ionization(I.I.) effect is electron-hole pair generation process by the dispersion of hot carrier in the contrast with Auger process. Complete I.I. model is essential to simulate and analysis the device transport characteristics. In the study, we will try to analysis I.I. models using Monte Carlo simulator, TCAD and Micro-Tec and present more accurate I.I. model.

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The Prediction Performance of the CART Using Bank and Insurance Company Data (CART의 예측 성능:은행 및 보험 회사 데이터 사용)

  • Park, Jeong-Seon
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.6
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    • pp.1468-1472
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    • 1996
  • In this study, the performance of the CART(Classification and Regression Tree) is compared with that of discriminant analysis method. In most experiments using bank data, discriminant analysis shows better performance in terms of the total cost. In contrast, most experiments using insurance data show that the CART is better than discriminant analysis in terms of the total cost. The contradictory result are analysed by using the characteristics of the data sets. The performances of both the Classification and Regression Tree and discriminant analysis depend on the parameters:failure prior probability, data used, type I error, type II error cost, and validation method.

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Sweden at the Innovation Frontier - Assessing Performance and Challenges in a Disruptive World

  • Deiaco, Enrico;Bager-Sjogren, Lars
    • STI Policy Review
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    • v.3 no.2
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    • pp.1-46
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    • 2012
  • The paper assesses the innovative performance and challenges that a small innovative country like Sweden faces in an era of intense global competition. We contrast innovative performance with similar countries in Europe as well as discus the reliability and validity of indicators used to shape policy development. The conclusion from the analysis shows that available input-output indicators must be used with some caution. Even if the supply and quality of indicators has increased for policy analysis, they still lack precision and validity to make broad claims about the innovative performance of companies and nations. It is argued that understanding knowledge flows (rather than simple input-output metrics) are a key to understand innovation processes for small countries at the innovation frontier; subsequently, small countries will have to abandon failed policy orthodoxies in order to cope with future policy challenges.