• Title/Summary/Keyword: industrial statistics

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A Study on Safety Assessment and Design of the Safe Task in Automated Man-Machine System (자동생산체계에서 인간-기계 시스템의 안전도측정과 안전작업설계에 관한 연구)

  • 오영진
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.13 no.22
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    • pp.71-78
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    • 1990
  • Some problems to assess the safety of automated man-machine system are studied in many ways. The difficulty occurred in this system is the vagueness of human behavior. Fuzzy set theory is used to assess the human behavior in safety analysis. The unsafe behavior listed top 10 in accident statistics would be explained as the factors of human vagueness. Three cases are considered, which consist of man-machine system as man-man, man-machine, machine-machine types. For the design of safe task, using characteristics of work performance, each motion cycle time is required to know the rate of learning. Approach of human behavior to the standard motion means more safe motion. It is important to design the works as to minimize the time performance to the standard motion's, which utilize the control of risk potential with easy. In that process, use of fuzzy set theory is appropriate to analyze the human behavior to identify its vagueness.

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NUMERICAL SOLUTION FOR WOOD DRYING ON ONE-DIMENSIONAL GRID

  • Lee, Yong-Hun;Kang, Wook;Chung, Woo-Yang
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.11 no.1
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    • pp.95-105
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    • 2007
  • A mathematical modeling for the drying process of hygroscopic porous media, such as wood, has been developed in the past decades. The governing equations for wood drying consist of three conservation equations with respect to the three state variables, moisture content, temperature and air density. They are involving simultaneous, highly coupled heat and mass transfer phenomena. In recent, the equations were extended to account for material heterogeneity through the density of the wood and via the density variation of the material process, capillary pressure, absolute permeability, bound water diffusivity and effective thermal conductivity. In this paper, we investigate the drying behavior for the three primary variables of the drying process in terms of control volume finite element method to the heterogeneous transport model on one-dimensional grid.

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An Empirical Study on Supply Chain Demand Forecasting Using Adaptive Exponential Smoothing (적응적 지수평활법을 이용한 공급망 수요예측의 실증분석)

  • Kim, Jung-Il;Cha, Kyoung-Cheon;Jun, Duk-Bin;Park, Dae- Keun;Park, Sung-Ho;Park, Myoung-Whan
    • IE interfaces
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    • v.18 no.3
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    • pp.343-349
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    • 2005
  • This study presents the empirical results of comparing several demand forecasting methods for Supply Chain Management(SCM). Adaptive exponential smoothing using change detection statistics (Jun) is compared with Trigg and Leach's adaptive methods and SAS time series forecasting systems using weekly SCM demand data. The results show that Jun's method is superior to others in terms of one-step-ahead forecast error and eight-step-ahead forecast error. Based on the results, we conclude that the forecasting performance of SCM solution can be improved by the proposed adaptive forecasting method.

Simulation Efficiency for Estimation of System Parameters in Computer Simulation (컴퓨터 시뮬레이션을 통한 시스템 파라미터 추정의 효율성)

  • Kwon, Chi-Myung
    • Journal of Korean Institute of Industrial Engineers
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    • v.19 no.1
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    • pp.61-71
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    • 1993
  • We focus on a way of combining the Monte Calro methods of antithetic variates and control variates to reduce the variance of the estimator of the mean response in a simulation experiment. Combined Method applies antithetic variates (partially) for driving approiate stochastic model components to reduce the vaiance of estimator and utilizes the correlations between the response and control variates. We obtain the variance of the estimator for the response analytically and compare Combined Method with control variates method. We explore the efficiency of this method in reducing the variance of the estimator through the port operations model. Combined Method shows a better performance in reducing the variance of estimator than methods of antithetic variates and control variates in the range from 6% to 8%. The marginal efficiency gain of this method is modest for the example considered. When the effective set of control variates is small, the marginal efficiency gain may increase. Though these results are from the limited experiments, Combined Method could profitably be applied to large-scale simulation models.

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RELATIVE PERFORMANCE COMPARISON OF GROUP CUSUM CHARTS

  • Choi, Sung-Woon;Lee, Sang-Hoon
    • Management Science and Financial Engineering
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    • v.5 no.1
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    • pp.51-71
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    • 1999
  • Performance of the group cumulative sum (CUSUM) control scheme using multiple univariate CUSUM charts is more sensitive to the change of quality control (QC) characteristics than the control chart schemes based on the Hotelling statistic We vexamine three group charts for multivariate normal data sets simulated with various correlation structures and shift directions in the mean vector. These group schemes apply the original measurement vectors, the scaled residual vectors from the re-gression of each variable on all others and the principal component vectors respectively to calculat-ing the CUSUM statistics. They are also compared to the multivariate QC charts based on the Ho-telling statistic by estimating average run lengths, coefficients of variation of run length and ranks in signaling order. On the basis of simulation results, we suggest a control chart scheme appropriate for specific quality control environment.

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Evolutionary Operation with Many Process Variables (다수의 공정변수가 있는 경우의 진화적 조업법)

  • Byun Jai-Hyun;Rhee Chang-Kwon
    • Proceedings of the Korean Society for Quality Management Conference
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    • 2004.04a
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    • pp.513-516
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    • 2004
  • Evolutionary operation is useful to improve on-line full-scale manufacturing processes by systematically changing the levels of the process variables while meeting production schedule. Evolutionary operation was developed using two or three process variables for process operators who are not good at statistics. Recently, when a product is developed, it is very important for the engineers to make the production line stable as soon as possible. And there are many causes which have influences to the product performance. This paper presents an evolutionary operation procedure with many process variables using saturated two level fractional factorial designs including Plackett-Burman design.

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PATCHWISE REPRODUCING POLYNOMIAL PARTICLE METHOD FOR THICK PLATES: BENDING, FREE VIBRATION, AND BUCKLING

  • Kim, Hyunju;Jang, Bongsoo
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.17 no.2
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    • pp.67-85
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    • 2013
  • Reproducing Polynomial Particle Method (RPPM) is one of meshless methods that use meshes minimally or do not use meshes at all. In this paper, the RPPM is employed for free vibration analysis of shear-deformable plates of the first order shear deformation model (FSDT), called Reissner-Mindlin plate. For numerical implementation, we use flat-top partition of unity functions, introduced by Oh et al, and patchwise RPPM in which approximation functions have high order polynomial reproducing property and the Kronecker delta property. Also, we demonstrate that our method is highly effective than other existing results for various aspect ratios and boundary conditions.

Effective BPM Implementation Strategies for Korea Firms

  • Hwa, Na-Jong;Phil, Jeong-Seon;Jang, In-Sook
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2007.02a
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    • pp.103-109
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    • 2007
  • For Rapid change of business process, BPM(Business Process Management) has been required in order to help cooperations have a fast, active and easy to re-set business process. In the beginning of BPM introduction, there was a hash competition between Korean and foreign BPM solution companies but so far few studies have been accomplished. This study compared characters, related technologies and market situations of BPM Also, this study compared several Korean companies' case of BPM and researched critical success factors of BPM implementation. Thus this study presents an understanding for a proper way to adopt BPM to companies.

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Comparison of Statistical Process Control Techniques for Short Production Run (단기 생산공정에 활용되는 SPC 기법의 비교 연구)

  • Seo, Sun-Keun;Lee, Sung-Jae;Kim, Byung-Tae
    • Journal of Korean Society for Quality Management
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    • v.28 no.2
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    • pp.70-88
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    • 2000
  • Short runs where it is neither possible nor practical to obtain sufficient subgroups to estimate accurately the control limit are common in modem business environments. In this study, the standardized control chart, Hillier's exact method, Q chart, EWMA(Exponentially Weighted Moving Average) chart for Q statistics and EWMA chart for mean and absolute deviation among many SPC(Statistical Process Control) techniques for short runs have been reviewed and advantages and disadvantages of these techniques are discussed. The simulation experiments to compare performances of these variable charts for process mean and variations are conducted for combination of subgroup size, scale and timing of shifts of process mean an/or standard deviation. Based upon simulation results, some guidelines for practitioners to choose short run SPC techniques are recommended.

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Industrial Networks and Evolution of the International Quaternary Place System

  • Nahm, Kee-Bom
    • Journal of the Korean Regional Science Association
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    • v.11 no.1
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    • pp.93-111
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    • 1995
  • This study investigated the nature of spatial concentration and dispersion of corporate control within an international system of decision-making centers. It introduces a simplified model of the global evolution of quaternary places. Linked to the national quaternary place model, the proposed model is useful for examinations involving real world situations associated with international corporations. This five stage model emphasizes the importance of the organizational structure of large corporations, industrial networks and the development of information technology. It suggests the dispersion of international quaternary places along with the diversification of corporate control linkages among quaternary centers. A case study for 1974-1991 uses information statistics to identify the current stage of the international quaternary system. The result is in general agreement with major elements of the stage model. This theoretical concept and empirical research contribute to the expansion of quaternary place theory to the global scale in particular, and to the development of location analysis in general.

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