• Title/Summary/Keyword: Graphical analysis

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Development of Load Flow simulator for the Educational Program using GUI (GUI기법을 이용한 Load Flow 교육용 시뮬레이터 개발)

  • Moon, Jeong-Hwan;Kim, Young-Yong;Jang, Se-Hwan;Ryu, Seung-Oh;Park, June-Ho
    • Proceedings of the KIEE Conference
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    • 2007.11b
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    • pp.72-74
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    • 2007
  • This paper presents a Windows graphic developed by the authors for the education and training of power system. Object-oriented programming is a major trend in computer software because it increases flexibility of large-scale software systems. An efficient platform for power system simulation applications has been proposed. This paper presents an intuitive Windows-based program for the power system analysis. The advantages of the object-oriented approach are demonstrated with an implementation of the graphical program. It provides a graphical interface for designing the one-line diagram of the bus and analyzing the output of the simulations. A graphical editor to visually edit the power system, diagram, results processing and exporting and graphic presentations.

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Linearized Methods for Quantitative Analysis and Parametric Mapping of Brain PET (뇌 PET 영상 정량화 및 파라메터영상 구성을 위한 선형분석기법)

  • Kim, Su-Jin;Lee, Jae-Sung
    • Nuclear Medicine and Molecular Imaging
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    • v.41 no.2
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    • pp.78-84
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    • 2007
  • Quantitative analysis of dynamic brain PET data using a tracer kinetic modeling has played important roles in the investigation of functional and molecular basis of various brain diseases. Parametric imaging of the kinetic parameters (voxel-wise representation of the estimated parameters) has several advantages over the conventional approaches using region of interest (ROI). Therefore, several strategies have been suggested to generate the parametric images with a minimal bias and variability in the parameter estimation. In this paper, we will review the several approaches for parametric imaging with linearized methods which include graphical analysis and mulilinear regression analysis.

Graphical Methods for the Sensitivity Analysis in Discriminant Analysis

  • Jang, Dae-Heung;Anderson-Cook, Christine M.;Kim, Youngil
    • Communications for Statistical Applications and Methods
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    • v.22 no.5
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    • pp.475-485
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    • 2015
  • Similar to regression, many measures to detect influential data points in discriminant analysis have been developed. Many follow similar principles as the diagnostic measures used in linear regression in the context of discriminant analysis. Here we focus on the impact on the predicted classification posterior probability when a data point is omitted. The new method is intuitive and easily interpretable compared to existing methods. We also propose a graphical display to show the individual movement of the posterior probability of other data points when a specific data point is omitted. This enables the summaries to capture the overall pattern of the change.

Residuals Plots for Repeated Measures Data

  • PARK TAESUNG
    • Proceedings of the Korean Statistical Society Conference
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    • 2000.11a
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    • pp.187-191
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    • 2000
  • In the analysis of repeated measurements, multivariate regression models that account for the correlations among the observations from the same subject are widely used. Like the usual univariate regression models, these multivariate regression models also need some model diagnostic procedures. In this paper, we propose a simple graphical method to detect outliers and to investigate the goodness of model fit in repeated measures data. The graphical method is based on the quantile-quantile(Q-Q) plots of the $X^2$ distribution and the standard normal distribution. We also propose diagnostic measures to detect influential observations. The proposed method is illustrated using two examples.

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Simulation and Characteristic Analysis Using ATP Draw for Power System Equipments (ATP Draw를 이용한 전력계통 설비의 모의 및 특성분석)

  • Ha, Cha-Wung;Lee, Jong-Beom
    • Proceedings of the KIEE Conference
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    • 1999.07c
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    • pp.1227-1229
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    • 1999
  • The ATP Draw is a graphical mouse-driven preprocessor to ATP on the Windows Platform. User can build a graphical picture of the electric circuit by selecting components from menus. In this paper, ATP Draw is used to analyze power transformer transient characteristics and lightning overvoltage phenomenon in underground transmission cables. The results obtained by simulations will be used to identify the response of the digital protection algorithms in power system equipment

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Exploratory Data Analysis for Korean Stock Data with Recurrence Plots (재현그림을 통한 우리나라 주식 자료에 대한 탐색적 자료분석)

  • Jang, Dae-Heung
    • The Korean Journal of Applied Statistics
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    • v.26 no.5
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    • pp.807-819
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    • 2013
  • A recurrence plot can be used as a graphical exploratory data analysis tool before confirmatory time series analysis. With the recurrence plot, we can obtain the structural pattern of the time series and recognize the structural change points in a time series at a glance. Korean stock data shows the usefulness of the recurrence plot as a graphical exploratory data analysis tool for time series data.

Exploratory Data Analysis and Teaching of Statistics in School Mathematics (탐색적 자료분석과 학교수학에서의 통계지도)

  • 김응환
    • Journal of the Korean School Mathematics Society
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    • v.1 no.1
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    • pp.35-45
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    • 1998
  • This paper will present some basic and simple graphical methods of exploratory data analysis for the instrument of data analysis at school mathematics. Human beings perceive visual patterns more readily than patterns in collections of numbers. This is especially important in exploratory data analysis because pictures dramatically reveal things that we did not expect to find in the data set. Here are graphical methods as the stem and leaf plot, the box plot, the star plot and the face plot. These methods impulse the motivation of students in real life. And the subject can be taught in secondary school with several applications. Also It is important for students to get a feel for working with and manipulating data before studying the more theoretical aspects of statistics.

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Development of Kinematic Analysis Technique for Structural Design of Single Arm type Pantograph (싱글암형 팬터그래프 구조설계를 위한 기구해석기법 개발)

  • Jeong, Gyeong-Ryeol;Park, Su-Hong;Kim, Hwi-Jun;Bae, Jeong-Chan
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.25 no.4
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    • pp.610-618
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    • 2001
  • Pantograph, which collects current from cartenary system, is one of the important parts of high-speed train. Kinematic analysis is one of the key technologies for pantograph design and includes joint trajectories, reaction forces, and the required moment of main shaft calculations. The kinematic analysis, however, is very complex and time-consuming process. In this study PC based pantograph kinematic analysis software using graphical user interface tool was developed for the easy evaluations of kinematic characteristics necessary in pantograph design process.

Estimation of Formability for Sheet Metal Forming of Electronic Parts (전자 박판 부품의 가공성 평가에 대한 연구)

  • Lee, B.C.;Kang, S.Y.;Moon, J.H.
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.5
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    • pp.104-114
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    • 1996
  • For the improvement of productivity, the reduction of cost and time for manufacturing is mandatory, especially in the field of electromic industry. The study is concerned with a practical means of systematic assistance to formability estimation and selection of reliable design specification for electronic sheet metal parts. The objective of this research work is to develop a simulation system which hops to analyze the target processes with the finite element method and to acquire available design data quickly and exactly. The simulation system developed in the study consists of design verification, selection of optimal combination of parameters, knowledge acquisition and graphical user interface(GUI). Design verification is automatically carried out by using the finite element method. A data base management system and nomograms are utilized for knowledge acquisition. The developed system has been applied to some major sheet metal forming operations such as flanging, embossing, bending and blanking. According to the simulated results, the validation of the target processes has been confirmend. Analysis data, estimation rules of formability and graphical representation of the analysis have been employed for the designer's understanding and evaluation, thus providing a practical means of robust design and evaluation of forma- bility for producing electronic sheet metal parts.

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Physical Modeling for Enhancement of the Functionality of Construction Graphical Simulation System (건설 그래픽 시뮬레이션 시스템의 기능 개선을 위한 물리적 모델링)

  • Kim, Yeong-Hwan;Jung, Pyung-Ki;Seo, Jong-Won
    • Korean Journal of Construction Engineering and Management
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    • v.7 no.1 s.29
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    • pp.80-88
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    • 2006
  • Construction graphical simulations usually do not reflect physical properties of construction equipment and material because there are restricted to the geometric model. The complete description of construction operations is difficult for graphical simulation without a physical modeling. The object of this research is to enhance the functionality of restricted simulation system to geometric model. And research is conducted to overcome the limitation of current construction graphical simulation system through the connection geometric model and physical model with the physical properties of construction equipment and material such as crane's cable oscillation. The motion equations for the oscillation of crane cable as a result of the trolley's movement and the boom's rotation were derived. The equations were solved through numerical analysis and the results were simulated visually. The realistic description with physical modeling of construction operations will contribute for ensuring preliminary against risks and improving constructability as well as the application of various fields.