• 제목/요약/키워드: parameter sensitivity

검색결과 1,005건 처리시간 0.033초

강우조건이 ILLUDAS 모형 매개변수의 민감도에 미치는 영향 분석 (Sensitivity Analysis of ILLUDAS Model Parameters Based on Rainfall Conditions)

  • 이종태;김태화
    • 상하수도학회지
    • /
    • 제18권6호
    • /
    • pp.748-757
    • /
    • 2004
  • In this study, we analyzed the sensitivity of parameters which affect the result of ILLUDAS model, in the various rainfall conditions. The three basins including Namgaja, Kings creek, Gray haven were selected for this research. The rainfall conditions are considered in terms of the rainfall frequency, the duration and the distribution. In most cases, the impermeability area ratio, the sewer slope, and the sewer roughness coefficient give more significant effects on the results than others. The results show that as increasing the rainfall frequency, the sensitivity of the parameters, sewer slope and roughness coefficient are rised, while the impermeability area ratio is decreasing. And also, for the duration of rainfall, the impermeability area ratio's sensitivity shows similar tendency. In case of the rainfall distribution, the parameters of the sewer roughness and the impermeability area ratio show more sensitive in Huff distribution. Especially, The impermeability area ratio is the most sensitive parameter in Central blocking and Yen & Chow distributions respectively.

자동차 현가장치의 적응제어를 위한 feedback 시스템의 성능감도 해석 (Performance sensitivity analysis of feedback system for adaptive control of a vehicle suspension)

  • 박호;전의식;오재응
    • 오토저널
    • /
    • 제13권1호
    • /
    • pp.35-45
    • /
    • 1991
  • A linear quarter model of a vehicle suspension system is built and simulated. Especially the so-called sensitivity analysis is conducted in order to show its applicability to design problems, and sensitivity function is determined in the frequency domain. The change of frequency response function is predicted, which depends on the design parameter variation and the property is verified by computer simulation. Typical performance measures, namely, sprung mass acceleration, suspension deflection, and tire deflection are examined. The vehicle model is analyzed for ist performance sensitivity as a function of the system's feedback gains. The variable feedback gains are selected as the spring and damping coefficients. Frequency response, RMS response, and performance index of the performance evaluation variables are considered and three-dimensional and contour plots of response surfaces are formed to examine output sensitivity to suspension feedback. Performance trade-offs over the entire frequency spectrum are identified from the FRF, and that between ride quality and handling characteristics are examined from the RMS responses.

  • PDF

동적 시뮬레이션을 이용한 Voltage Sensitivity 지수 계산 (Voltage Sensitivity Index Calculation using Dynamic Simulation)

  • 정성원;박인덕;이근준;김재현
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2007년도 제38회 하계학술대회
    • /
    • pp.453-454
    • /
    • 2007
  • This paper proposes the calculation method of voltage sensitivity index using CBEMA power acceptability curves and the voltage curves of the load bus to which momentary events occur. Voltage sensitivity index is represented by areas between two curves. Voltage sensitivity index is a parameter that depicts the ratio of a load disruption. The correlation between the installation cost of compensation devices and the voltage sag index on the bus can be used the validity of compensation.

  • PDF

Reliability sensitivity analysis of dropped object on submarine pipelines

  • Edmollaii, Sina Taghizadeh;Edalat, Pedram;Dyanati, Mojtaba
    • Ocean Systems Engineering
    • /
    • 제9권2호
    • /
    • pp.135-155
    • /
    • 2019
  • One of the safest and the most economical methods to transfer oil and gas is pipeline system. Prediction and prevention of pipeline failures during its assessed lifecycle has considerable importance. The dropped object is one of the accidental scenarios in the failure of the submarine pipelines. In this paper, using Monte Carlo Sampling, the probability of damage to a submarine pipeline due to a box-shaped dropped object has been calculated in terms of dropped object impact frequency and energy transfer according to the DNV-RP-F107. Finally, Reliability sensitivity analysis considering random variables is carried out to determine the effect intensity of each parameter on damage probability. It is concluded that impact area and drag coefficient have the highest sensitivity and mass and add mass coefficient have the lowest sensitivity on probability of failure.

열역학적 민감도를 이용한 스마트 무인기용 터보축 엔진의 성능진단 연구 (Study of Performance Diagnostics of Turbo-Shaft Engine for SUAV Using Thermodynamic Sensitivity)

  • 이대원;노태성;최동환
    • 한국추진공학회:학술대회논문집
    • /
    • 한국추진공학회 2005년도 제24회 춘계학술대회논문집
    • /
    • pp.252-255
    • /
    • 2005
  • 가스터빈 엔진은 작동시간이 축적됨에 따라 엔진 주요부품의 성능이 점차적으로 저하되며, 내부구성부품 사이에 결함이 발생하기도 한다. 이러한 엔진의 손상여부를 진단하기 위해 가스경로해석(GPA, Gas Path Analysis)이 사용되고 있다. 본 연구에서는 상용 프로그램에 의존하지 않고, 각 성능변수들과 측정 변수들과의 열역학적 민감도를 이용하여 엔진성능진단 코드를 개발하였으며, 스마트무인기용 터보축 엔진에 적용하여 엔진의 단일 성능 저하를 예측하여 보았다.

  • PDF

열역학적 민감도를 이용한 터보축 엔진의 성능진단 연구 (A Study on Performance Diagnostics of Turbo-Shaft Engine Using Thermodynamic Sensitivity)

  • 이대원;노태성;최동환
    • 한국추진공학회:학술대회논문집
    • /
    • 한국추진공학회 2005년도 제25회 추계학술대회논문집
    • /
    • pp.289-292
    • /
    • 2005
  • 가스터빈 엔진은 운용시간이 축적됨에 따라 압축기, 연소기, 터빈 등 엔진의 여러 핵심 구성요소의 성능이 저하하게 된다. 따라서, 가스터빈 엔진의 운용에 있어서 높은 신뢰성과 운용비용의 최소화는 엔진 제작자나 사용자 모두에게 있어 중요한 문제이다 본 연구에서는 상용 프로그램에 의존하지 않고, 각 성능 변수들과 측정 변수들과의 열역학적 민감도를 이용하여 엔진성능진단 코드를 개발하였으며, 터보축 엔진에 적용하여 엔진의 단일 성능 저하를 예측하였다.

  • PDF

A Sensitivity Analysis of Parameters Affecting Indoor Air Quality Related to TVOC and HCHO Reduction

  • Kang, Hae Jin;Kim, Mi Yeon;Rhee, Eon Ku
    • Architectural research
    • /
    • 제14권3호
    • /
    • pp.93-98
    • /
    • 2012
  • The objective of the study is to analyze the relative performance of factors affecting indoor air quality in multi-residential buildings in Korea. A study of the factors affecting indoor air quality is essential for establishing indoor air quality management strategies effectively. To observe the indoor air quality response following a modification of a given parameter, a sensitivity analysis was performed. The factors examined for the analysis include; wall/ceiling paper, adhesive for wall/ceiling paper, floor material, adhesive for floor material, and ventilation rate. The Experimental Design which identifies main effects among the design parameters with a few experiments was used to decrease the number of experiments. The simulation for indoor air quality was undertaken using a validated equation. Then, ANOVA(Analysis of Variance) was performed to evaluate the relative importance of each parameter affecting the indoor air quality. The result of the study indicates that the indoor air quality may be influenced most by adhesive for wall/ceiling paper, followed by ventilation rate and adhesive for floor material.

불확정적인 초기형상결함을 갖는 보강 원통형 쉘의 확률론적 초기결함 민감도해석 (Stochastic Imperfection Sensitivity Analyses of Stiffened Cylindrical Shells with Geometric Random Imperfection)

  • 김두기;양영순
    • 대한조선학회논문집
    • /
    • 제31권1호
    • /
    • pp.142-154
    • /
    • 1994
  • 본 논문에서는 정하중을 받는 보강 원통형 쉘의 확률론적 초기결함 민감도 해석을 수행하였다. Donnell의 쉘이론, Galerkin 근사법에 의거 좌굴하중 도출을 위한 다중모드 정식화를 수행하고 이에 random한 기하학적 초기결함의 확률장 이론 및 응답면 기법을 결합하였다. 계산된 확률론적 좌굴하중 결과로부터 신뢰도 지수-하중, 신뢰도 지수-안전계수의 관계를 구할 수 있고 이를 이용하면 요구되는 안전계수의 범위, 허용가능 초기결함의 범위 설정이 가능할 것이다.

  • PDF

Design optimization of a nuclear main steam safety valve based on an E-AHF ensemble surrogate model

  • Chaoyong Zong;Maolin Shi;Qingye Li;Fuwen Liu;Weihao Zhou;Xueguan Song
    • Nuclear Engineering and Technology
    • /
    • 제54권11호
    • /
    • pp.4181-4194
    • /
    • 2022
  • Main steam safety valves are commonly used in nuclear power plants to provide final protections from overpressure events. Blowdown and dynamic stability are two critical characteristics of safety valves. However, due to the parameter sensitivity and multi-parameter features of safety valves, using traditional method to design and/or optimize them is generally difficult and/or inefficient. To overcome these problems, a surrogate model-based valve design optimization is carried out in this study, of particular interest are methods of valve surrogate modeling, valve parameters global sensitivity analysis and valve performance optimization. To construct the surrogate model, Design of Experiments (DoE) and Computational Fluid Dynamics (CFD) simulations of the safety valve were performed successively, thereby an ensemble surrogate model (E-AHF) was built for valve blowdown and stability predictions. With the developed E-AHF model, global sensitivity analysis (GSA) on the valve parameters was performed, thereby five primary parameters that affect valve performance were identified. Finally, the k-sigma method is used to conduct the robust optimization on the valve. After optimization, the valve remains stable, the minimum blowdown of the safety valve is reduced greatly from 13.30% to 2.70%, and the corresponding variance is reduced from 1.04 to 0.65 as well, confirming the feasibility and effectiveness of the optimization method proposed in this paper.

게이팅 스프링 가설을 적용한 전정기관 유모세포의 반강성 메커니즘 모델 (Modeling Negative Stiffness Mechanism of Vestibular Hair Cell by Applying Gating Spring Hypothesis to Inverted Pendulum Array)

  • 임고은;박수경
    • 대한기계학회:학술대회논문집
    • /
    • 대한기계학회 2007년도 춘계학술대회A
    • /
    • pp.405-408
    • /
    • 2007
  • Vestibular hair cells, the sensory receptors of vestibular organs, selectively amplify miniscule stimuli to attain high sensitivity. Such selective amplification results in compressive nonlinear sensitivity, which plays an important role in expanding dynamic range while ensuring robustness of the system. In this study, negative stiffness mechanism, a mechanism responsible for the selective amplification by vestibular hair cells, is applied to a simple mechanical system consisting of an array of inverted pendulums. The structure and working principle of the system have been inspired by gating spring hypothesis proposing that opening and closing of transduction channels contributes to the global stiffness of vestibular hair bundle. Parameter study was carried out to analyze the effect of each parameter on the compressive nonlinearity of suggested model.

  • PDF