• 제목/요약/키워드: Input-Output Coefficient

검색결과 289건 처리시간 0.03초

분위수의 점근적 분산을 이용한 신뢰성 설계 (Reliability Design using Asymptotic Variance of Inverse Cumulative Distribution Function)

  • 조형진;백석흠;홍순혁;조석수;주원식
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2005년도 춘계학술대회 논문집
    • /
    • pp.1682-1685
    • /
    • 2005
  • System algorithms estimated by deterministic input may occur the error between predicted and actual output. Especially, actual system can't predict the exact outputs due to uncertainty and tolerance of input parameters. A single output to a set of inputs has a limited value without the variation. Hence, we should consider various scatters caused by the load assessment, material characteristics, stress analysis and manufacturing methods in order to perform the robust design or estimate the reliability of structure. The system design with uncertainty should perform the probabilistic structural optimization with the statistical response and the reliability. This method calculated the probability distributions of the characteristics such as stress by combining stress analysis, response surface methodology and Monte-Carlo Method and got the probabilistic sensitivity. The sensitivity of structural response with respect to inconstant design variables was estimated by fracture probability. Therefore, this paper proposed the probabilistic reliability design method for fracture of uncorved freight end beam and the design criteria by fracture probability.

  • PDF

Prediction of Barge Ship Roll Response Amplitude Operator Using Machine Learning Techniques

  • Lim, Jae Hwan;Jo, Hyo Jae
    • 한국해양공학회지
    • /
    • 제34권3호
    • /
    • pp.167-179
    • /
    • 2020
  • Recently, the increasing importance of artificial intelligence (AI) technology has led to its increased use in various fields in the shipbuilding and marine industries. For example, typical scenarios for AI include production management, analyses of ships on a voyage, and motion prediction. Therefore, this study was conducted to predict a response amplitude operator (RAO) through AI technology. It used a neural network based on one of the types of AI methods. The data used in the neural network consisted of the properties of the vessel and RAO values, based on simulating the in-house code. The learning model consisted of an input layer, hidden layer, and output layer. The input layer comprised eight neurons, the hidden layer comprised the variables, and the output layer comprised 20 neurons. The RAO predicted with the neural network and an RAO created with the in-house code were compared. The accuracy was assessed and reviewed based on the root mean square error (RMSE), standard deviation (SD), random number change, correlation coefficient, and scatter plot. Finally, the optimal model was selected, and the conclusion was drawn. The ultimate goals of this study were to reduce the difficulty in the modeling work required to obtain the RAO, to reduce the difficulty in using commercial tools, and to enable an assessment of the stability of medium/small vessels in waves.

반응표면방법론과 피어슨 시스템을 이용한 불확실성하의 확률적 설계 (Probabilistic Design under Uncertainty using Response Surface Methodology and Pearson System)

  • 백석흠;조석수;주원식
    • 한국전산구조공학회:학술대회논문집
    • /
    • 한국전산구조공학회 2006년도 정기 학술대회 논문집
    • /
    • pp.275-282
    • /
    • 2006
  • System algorithms estimated by deterministic input may occur the error between predicted and actual output. Especially, actual system can't predict the exact outputs due to uncertainty and tolernce of input parameters. A single output to a set of inputs has a limited value without the variation. Hence, we should consider various scatters caused by the load assessment, material characteristics, stress analysis and manufacturing methods in order to perform the robust design or etimate the reliability of structure. The system design with uncertainty should perform the probabilistic structural optimization with the statistical response and the reliability. This method calculated the probability distributions of the characteristics such as stress by combining stress analysis, response surface methodology and Monte Carlo simulation and got the probabilistic sensitivity. The sensitivity of structural response with respect to in constant design variables was estimated by fracture probability. Therefore, this paper proposed the probabilistic reliability design method for fracture of uncorved freight end beam and the design criteria by fracture probability.

  • PDF

자재조달문제에 있어 z-변환의 응용

  • 장하복;유정호
    • 한국경영과학회:학술대회논문집
    • /
    • 대한산업공학회/한국경영과학회 1991년도 춘계공동학술대회 발표논문 및 초록집; 전북대학교, 전주; 26-27 Apr. 1991
    • /
    • pp.357-365
    • /
    • 1991
  • Military material-supply problem is one of the most important logistic problems under conscription system. Formally, two approaches were followed lowed to this problem. (1) Needs for material per soldier is estimated by past experience. The total demand for the material is estimated by multiplication of this coefficient and the number of soldiers given in the governmental programme. (2) The total demand for the material is estimated by the forcast based on the past statistics. The material supply system based on these estimates, however, relies too much on past statistics ;lack of flexibility is feared to adapt itself to changes in conscription programme, life-time of materials and so on. In this paper, the author has followed new approach : The conscription system itself is a linear input-output system, in which sequences of enlistment and dischargement are regarded as input and output. And the sequencial demands for the material are related by another linear transformation to the former sequences. In this regard z-transformation is applied to construct to transfer functions associated with this system. With these transfer functions, methods are established to determine the material demand corresponding to conscription programme and life-time distribution. Numerical methods by computers are also prepared.

  • PDF

Analysis and Design of a Single-Phase Tapped-Coupled-Inductor Boost DC-DC Converter

  • Gitau, Michael Njoroge;Mwaniki, Fredrick Mukundi;Hofsajer, Ivan W.
    • Journal of Power Electronics
    • /
    • 제13권4호
    • /
    • pp.636-646
    • /
    • 2013
  • A single-phase tapped-inductor boost converter has been proposed previously. However, detailed characterization and performance analysis were not conducted. This paper presents a detailed characterization, performance analysis, and design expressions of a single-phase tapped-coupled-inductor boost converter. Expressions are derived for average and RMS input current as well as for RMS input and output capacitor current ripple. A systematic approach for sizing the tapped-coupled inductor, active switch, and output diode is presented; such approach has not been reported in related literature. This study reveals that sizing of the inductor has to be based on current ripple requirement, turns ratio, and load. Conditions that produce discontinuous inductor current are also discussed. Analysis of a non-ideal converter operating in continuous conduction mode is also conducted. The expression for the voltage ratio considering the coupling coefficient is derived. The suitability of the converter for high-voltage step-up applications is evaluated. Factors that affect the voltage boost ratio are also identified. The effects of duty ratio and load variation on the performance of the converter are also investigated. The theoretically derived characteristics are validated through simulations. Experimental results obtained at a low power level are included to validate the analytical and simulation results. A good agreement is observed among the analytical, simulation, and experimental results.

도시가계의 부채관리와 재정만족도-체계론적 접근법의 적용- (Debt Management and Financial Satisfaction among Urban Households -Application of Systems Approach-)

  • 이연숙
    • 가정과삶의질연구
    • /
    • 제14권2호
    • /
    • pp.111-126
    • /
    • 1996
  • Debt was defined as all kinds of borrowings made by families in including credit card debt. The purpose of the study was to investigate the effects of family debt management on financial satisfaction. A model of debt management and financial satisfaction was developed based on the Deacon-Firebaugh's systems approach to family resource management and the variables comprising input throughput and output were based on the theoretical background asnd previous researches. Data were collected from 763 households' money managers residing in Seoul during Summer of 1995 and the statistical methods utilized included correlation coefficient multiple regression and path analyses. It was responded about 82% of the households had been indebted indicating the use of debt being a general way of living in this society. The results showed that financial satisfaction lowered with larger amount of monthly debt payment and with their uncertiainty regarding their capability to repay debt. The input which exerted direct effects on financial satisfaction were income asset financial expectations and family life cycle. And consumption demand on debt and easiness in extending credit had strong indirect effects on financial satisfaction via the throughput variables. The most powerful predictor of financial satisfaction via the throughput variables. The most powerful predictor of financial satisfaction was perceived difficulty in managing debt which was the instrumental output.

  • PDF

TVWS용 전력증폭기 설계 및 구현 (Design and Implementation of HPA for TVWS)

  • 송지훈;김정환;설광철;유호상;강상기
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2015년도 춘계학술대회
    • /
    • pp.693-695
    • /
    • 2015
  • 본 논문에서는 TVWS(TV white space)용 전력증폭기의 설계 및 구현에 대해서 기술한다. TVWS용 전력증폭기는 기존의 방송시스템에 미치는 영향을 최소화하기 위해서 방사전력 및 스펙트럼 마스크를 엄격하게 제한해야 한다. 구현한 전력증폭기는 470 ~ 698MHz 대역에서 동작하며, 이득특성은 최대 48.63dB, 최저 43.45dB로 측정되었고, -21.32dB 이하의 입력반사계수, -4.29dB 이하의 출력반사계수를 갖는다. 출력전력과 선형성은 28.79dBm 출력시 -45.24dBc의 선형성을 갖는다.

  • PDF

TVWS용 광대역 고선형 전력증폭기 (A Broadband and High Linearity HPA for TVWS)

  • 강상기
    • 한국통신학회논문지
    • /
    • 제39A권10호
    • /
    • pp.613-615
    • /
    • 2014
  • 본 논문에서는 TVWS(TV white space)용 광대역 고선형 전력증폭기의 설계 및 구현에 대해서 기술한다. TVWS용 전력증폭기는 기존의 방송시스템에 미치는 영향을 최소화하기 위해서 방사전력 및 스펙트럼 마스크를 엄격하게 제한해야 한다. 구현한 전력증폭기는 460 ~ 698MHz 대역에서 동작하며, $24.7{\pm}1dB$의 이득, -25dB 이하의 입력반사계수, -7.82dB 이하의 출력반사계수 그리고 22.2dBm 출력전력에서 -57.7dBc의 선형성을 갖는다.

SIR 기반 대칭 헤어핀 광대역 대역저지 여파기 (Design of SIR-based Bandstop Filter with Symmetrical Hairpin Wideband)

  • 김창순;이용일
    • 한국인터넷방송통신학회논문지
    • /
    • 제18권1호
    • /
    • pp.43-46
    • /
    • 2018
  • 본 논문은 향상된 성능을 가진 개선 된 헤어핀 커플 링 구조인 스텝 임피던스 공진기 (SIR : Stepped Impedance Resonator)를 이용한 광대역 대역저지 여파기 (WBSF : Wide Band Stop Filter)를 설계하였다. SIR WBSF는 크기가 작고 탁월한 대역저지 특성을 갖는 장점이 있다. 설계된 BSF는 ${\lambda}/4$길이의 사각 모양의 헤어핀형을 입력과 출력 전송 라인 상측과 하측에 배치하여 대칭형이 되도록한 구조이다. 입출력 단자는시스템 응용을 위해 50 ohm으로 종단 되었다. SIR WBSF의 중심 주파수는 3.15 GHz의 제2 고조파 인 6.3 GHz이다. 설계된 여파기의 3dB 대역폭은 2.9 GHz이고 전송계수 ($S_{21}$)는 33.2 dB이다. 중심 주파수에서 반사계수 ($S_{11}$)은 0.106 dB이다. 응용분야는 육상고정 마이크로웨이브 중계국, 고정된 위성과 지구국, 고정 위성간 통신에 사용된다. 전체 크기는 $20mm{\times}10mm$이다.

전류 감쇠 조정 회로에서의 정밀도 향상 기술 (Accuracy Enhancement Technique in the Current-Attenuator Circuit)

  • 김성권
    • 조명전기설비학회논문지
    • /
    • 제19권8호
    • /
    • pp.116-121
    • /
    • 2005
  • 전류모드 아날로그 회로를 이용하여 FIR(Finite Impulse Response) 필터를 설계하는 경우에 tap coefficient와 전류모드 FFT(Fast Fourier Transform) LSI의 회전인자(twiddle factor)를 실현시키기 위해서는 높은 정밀도를 갖는 전류 감쇠 회로가 필요하게 된다. 본 논문은 전류 모드 신호처리 기술에서 전류감쇠 회로의 감쇠 정밀도를 향상시킬 수 있는 기술을 소개하고자한다. 먼저 게이트 길이 비율을 조정하는(gate-ratioed) Current Mirror 회로를 사용하는 기존의 전류 감쇠 조정회로에 있어서의 DC offset 전류 에러에 대하여 분석하였으며, 다음으로 DC offset 전류 에러를 제거할 수 있는 전류감쇠 회로를 제안하였다. 회로 구성은 입력 전류를 1/N로 감쇠시킬 수 있도록 N개의 Current Mirror를 병렬로 연결하는 기본 구성을 하였으며, Kirchhoff 전류 법칙에 근거하여, 전류 감쇠가 결정되도록 설계하였다. 또한 Current Mirror 회로에서, 정전류원의 사용을 줄일 수 있는 회로설계를 제안하였다. 제안된 전류 감쇠 회로에서 정밀도는 Current Mirror의 ac 이득 에러에 의하여 제한되며 High Swing Current Mirror를 기본 Current Mirror로 사용한 경우에, 최대 정밀도는 이론상 입력 전류의 -80[dB]까지 실현가능하다.