• Title/Summary/Keyword: Minimum Variance

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ESTIMATION OF RELIABILITY IN A MULTICOMPONENT STRESS-STRENGTH MODEL IN WEIBULL CASE

  • Kim, Jae J.;Kang, Eun M.
    • Journal of Korean Society for Quality Management
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    • v.9 no.1
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    • pp.3-11
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    • 1981
  • A stress-strength model is formulated for s of k systems consisting of identical components. We consider minimum variance unbiased (MVU) estimation of system reliability for data consisting of a random sample from the stress distribution and one from the strength distribution when the two distirubtions are Weibull with unknown scale parameters and same known shape parameter. The asymptotic distribution of MVU estimate of system reliability in the model is obtained by using the standard asymptotic properties of the maximum likelihood estimate of system reliability and establishing their equivalence. Uniformly most accurate unbiased confidence intervals are also obtained for system reliability. Empirical comparison of the two estimates for small samples is studies by Monte Carlo simulation.

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Structural Optimization for Nonlinear Dynamic Response of Solenoid Actuator (솔레노이드 액추에이터의 비선형 동적응답에 대한 구조최적설계)

  • Baek, Seokheum;Kim, Hyunsu;Jang, Deukyul;Lee, Seungbeom;Kwon, Youngseok;Ro, Euidong;Lee, Changhoon
    • Transactions of the Korean Society of Automotive Engineers
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    • v.21 no.1
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    • pp.113-120
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    • 2013
  • This paper proposes a design optimization approach for core of solenoid actuators by combining optimization techniques with the finite element method (FEM). A solenoid is an important element part which hydraulically controls a transmission system, etc. The demanded feature of the solenoid is that it performs an electromagnetic force output being constant regardless of the stroke and being proportional to coil current. The plunger compresses a spring with a minimum force of 12 N over an 1.7 mm travel. The orthogonal array, analysis of variance (ANOVA) techniques and response surface optimization, are employed to determine the main effects and their optimal design variables. The methodology is demonstrated as a optimization tool for the core design of a solenoid actuator.

Proactive Internet Gateway Discovery Mechanisms for Load-Balancing in MANET (MANET에서의 부하 균등화를 위한 Proactive 인터넷 게이트웨이 발견 기법들)

  • Kim, Young-Min;Ahn, Sang-Hyun;Yu, Hyun;Lee, Jae-Hwoon
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.10d
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    • pp.59-63
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    • 2006
  • 이동 애드 혹 네트워크(Mobile Ad Hoc Network; MANET)는 인프라 없이 빠른 구성이 가능한 네트워크이다. 하지만, 긴급 상황과 같은 특수한 경우가 아닌 일상생활에서 사용 가능한 네트워크로 발전하기 위해서는 MANET과 인터넷의 연결이 꼭 필요하다. 인터넷 노드와 MANET 노드 간의 통신을 가능하게 만드는 것은 인터넷과 MANET을 중계하는 인터넷 게이트웨이를 통해서 이다. 고장 감내(fault tolerance)를 지원하고 대역폭을 늘리기 위해 다중 인터넷 게이트웨이들을 MANET에 배치하여 사용할 수 있다. 다중 게이트웨이들 간의 부하를 잘 분배한다면 네트워크 성능 향상을 얻을 수 있으므로, MANET 내에 여러 개의 인터넷 게이트웨이가 존재할 경우 이들 간의 부하 균등화는 중요한 이슈이다. 본 연구에서는 노드들의 이동이 빈번하고 인터넷 게이트웨이들이 고정되어 있는 MANET 환경에서의 부하 균등화 인터넷 게이트웨이 발견 기법들을 제안한다. 기존에 제안된 부하 균등화 기법들로 Shortest Path (SP), Minimum Load Index(MLI), Running Variance Metric (RVM) 기법들을 소개하고 각 기법들에 대한 시뮬레이션 결과를 제공한다. 시뮬레이션을 통해 이들 기법을 분석하여 문제점을 찾아내고 이를 수정 및 보완하여 새로운 기법들을 제안하며, 새로운 기법들의 성능이 기존 기법들에 비하여 향상되었음을 보인다.

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Prodiction of Walleye Pollock , Theragra Chalcogramma , Landings in Korea by Time Series Analysis : AIC (시계열분석을 이용한 한국 명태어업의 어획량 예측 : AIC)

  • Park, Hae-Hoon;Yoon, Gab-Dong
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.32 no.3
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    • pp.235-240
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    • 1996
  • Forecasts of monthly landings of walleye pollock, Theragra chalcogramma, in Korea were carried out by the seasonal Autoregressive Integrated Moving Average(ARlMA) model. The Box - Cox transformation on the walleye pollock catch data handles nonstationary variance. The equation of Box - Cox transformation was Y'=($Y^0.31$_ 1)/0.31. The model identification was determined by minimum AIC(Akaike Information Criteria). And the seasonal ARlMA model is presented (1- O.583B)(1- $B^1$)(l- $B^12$)$Z_t$ =(l- O.912B)(1- O.732$B^12$)et where: $Z_t$=value at month t ; $B^p$ is a backward shift operator, that is, $B^p$$Z_t$=$Z_t$-P; and et= error term at month t, which is to forecast 24 months ahead the walleye pollock landings in Korea. Monthly forecasts of the walleye pollock landings for 1993~ 1994, which were compared with the actual landings, had an absolute percentage error(APE) range of 20.2-226.1 %. Thtal observed annual landings in 1993 and 1994 were 16, 61OM/T and 1O, 748M/T respectively, while the model predicted 10, 7 48M/T and 8, 203M/T(APE 37.0% and 23.7%, respectively).

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A Study on Surface Roughness in Wire Electrical Discharge Machining of STD11 based on Taguchi method (다구찌법에 의한 STD11의 와이어방전가공에서 표면거칠기에 관한 연구)

  • Choi, Man Sung
    • Journal of the Semiconductor & Display Technology
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    • v.13 no.3
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    • pp.7-11
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    • 2014
  • The experimental analysis presented aims at the selection of the most optimal machining parameter combination for wire electrical discharge machining (WEDM) of STD11. Based on the Taguchi experimental design ($L_{27}$ orthogonal array) method, a series of experiments were performed by considering time-on, voltage, time-off, wire speed, and flow rate as input parameters. The surface roughness was considered responses. Based on the signal-to-noise (S/N) ratio, the influence of the input parameters on the responses was determined. The optimal machining parameters setting for the minimum surface roughness was found using Taguchi methodology. In order to investigate the effects of process parameters on the surface machined by WEDM, Several experiments are conducted to consider effects of time-on, voltage, time-off, wire speed and flow rate on the surface roughness. Analysis of variance (ANOVA) as well as regression analysis are performed on experimental data. The best results of surface roughness were obtained at higher voltage, lower wire speed, and lower time-on.

A Study on the Basic Bodice Pattern, Sizing and Grading Method for Misses (미혼여성의 기본원형 및 등급법에 관한 연구 (II))

  • 도재은
    • Journal of the Korean Home Economics Association
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    • v.20 no.2
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    • pp.73-84
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    • 1982
  • The purpose of this study was to develop a basic bodice pattern and establish standards regrading to the size and grading of Korean misses' measurements in order to provide modern data for the ready-to-wear garment industry. 222 girls, aged from 18 to 27, were measured on 19 items of their structure. Mean, standard deviation, coefficient of variance, maximum, minimum, range and correlation coefficient between each items were analized. The analysis revealed the following significant results. The fundamental difference data of the bodice pattern and grading measurements between the year of 1975 and 1981 were as follow. (1) The measurements of bust and center back were used as a foundation to establish a standard size and grading. (2) Ranges of the bust circumference measurements were increased. Thus the sizes ere classfied into 5 groups. (3) The ease of bust circumference was increased due to the increasement of shoulder width. (4) The increase of the upper arm resulted to lower the bust line. (5) The shoulder slopes were higher than 1975. Therefore, the basic measurements of the shoulder slopes were reduced. (6) In spite of the front neck measurements were not changed, the back measurements were requied to increase. (7) the center front length became much shorter in the contrast with the increase of the center back length.

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A Design Weighting Polynomial Parameter Tuning of a Self Tuning Controller (자기동조 제어기의 설계 하중다항식 계수 조정)

  • 조원철;김병문
    • Journal of the Korean Institute of Telematics and Electronics T
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    • v.35T no.3
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    • pp.87-95
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    • 1998
  • This paper presents the method for the automatic tuning of a design weighting polynomial parameter of a generalized minimum-variance stochastic self tuning controller which adapts to changes in the system parameters with time delays and noises. The self tuning effect is achieved through the recursive least square algorithm at the parameter estimation stage and also through the Robbins-Monro algorithm at the stage of optimizing a design weighting polynomial parameters. The proposed self tuning method is simple and effective compared with other existing self tuning methods. The computer simulation results are presented to illustrate the procedure and to show the performance of the control system.

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Seven-Parameter Log Linear Model for Estimating Constituent Loads in Nakdong River (7변수 대수선형모형을 이용한 낙동강 오염부하량 추정)

  • Lee, A-Yeon;Choi, Dae-Gyu;Kim, Sang-Dan
    • Proceedings of the Korea Water Resources Association Conference
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    • 2010.05a
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    • pp.1400-1404
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    • 2010
  • In this study the flow duration curves and load duration curves for Nakdong river basin are analyzed. The TANK model is used as s hydrologic simulation model whose parameters are estimated from 8-days intervals flow data measured by Nakdong River Water Environment Laboratory. also in this study a Minimum Variance Unbiased Estimator(MVUE) is confirmed that it provides satisfactory load estimate. The Seven-Parameter Log Linear Model for estimating Total Organic Carbon(TOC) and Biochemical Oxygen Demand(BOD) loads in Nakdong river using a MVUE.

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Analysis of Bioequivalence Study using a Log-transformed Model (로그변환 모델에 따른 생물학적 동등성 판정 연구)

  • 이영주;김윤균;이명걸;정석재;이민화;심창구
    • YAKHAK HOEJI
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    • v.44 no.4
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    • pp.308-314
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    • 2000
  • Logarithmic transformation of pharmacokinetic parameters is routinely used in bioequivalence studies based on pharmacokinetic and statistical grounds by the United States Food and Drug Administration (FDA), European Committee for Proprietary Medicinal Products (CPMP), and Japanese National Institute of Health and Science (NIHS). Although it has not yet been recommended by the Korea Food and Drug Administration (KFDA), its use is becoming increasingly necessary in order to harmonize with international standards. In the present study, statistical procedures for the analysis of a bioequivalence based on the log transformation and a related SAS procedure were demonstrated in order to aid the understanding and application. The AUC parameters used in this demonstration were taken from the previous bioequivalence study for two aceclofenac tablets, which were performed in a single-dose crossover design. Analysis of variance (ANOVA), statistical power to detect 20% difference between the tablets, minimum detectable difference and confidence intervals were all assessed following log-transformation of the data. Bioequivalence of two aceclofenac tablets was then estimated based on the guideline of FDA. Considering the international effort for harmaonization of guidelines for bioequivalence tests, this approach may require a further evaluation for a future adaptation in the Korea Guidelines of Bioequivalence Tests (KGBT).

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Design of an Estimator for Servo Systems using Discrete Kalman Filter (이산형 칼만 필터를 이용한 서보 시스템의 추정자 설계)

  • Shin, Doo-Jin;Huh, Uk-Youl
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.8
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    • pp.996-1003
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    • 1999
  • This paper propose a position-speed controller with an estimator which can estimate states and disturbance. The overall control system consists of two parts: the position-speed controller and an estimator. The Kalman filter applied as state-feedback controller is an optimal state estimator applied to a dynamic system that involves random perturbations and gives a linear, unbiased and minimum error variance recursive algorithm to optimally estimate the unknown state. Therefore, we consider the error problem about the servo system modeling and the measurement noise as a stochastic system and implement a optimal state observer, and enhance the estimate performance of position and speed using that. Using two-degree-of freedom(TDOF) conception, we design the command input response and the closed loop characteristics independently. The servo system is to improve the closed loop characteristics without affecting the command imput response. The characteristics of the closed loop system is improved by suppressing disturbance torque effectively with the disturbance observer using a inverse-transfer matrix. Therefore, the performance of overall position-speed controller is enhanced. Finally, the performance of the proposed controller is exemplified by some simulations and by applying the real servo system.

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