• Title/Summary/Keyword: 매개변수 역할

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The Development of an Event Rainfall-Runoff Model in Small Watersheds (홍수 사상에 대한 소유역 강우-유출 모형 개발)

  • 이상호;이길성
    • Water for future
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    • v.27 no.3
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    • pp.145-158
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    • 1994
  • The linear reservoir rainfall-runoff system was developed as a rainfall-runoff event simulation model. It was achieved from large modification of runoff function method. There are six parameters in the model. Hydrologic losses consist of some quantity of initial loss and some ratio of rainfall intensity followed by initial loss. The model has analytical routing equations. Hooke and Jeeves algorithm was used to model calibration. Parameters were estimated for flood events from '84 to '89 at Seomyeon and Munmak stream gauges, and the trends of major parameters were analyzed. Using the trends, verifications were performed for '90 flood event. Because antecedent fainfalls affect initial loss, future researches are required on such effects. The estimation method of major parameters should also be studied for real-time forecasting.

Effects of MICE Industrial Employee's Job Stressors on Intent to Leave and Test of Mediating Role of Job Satisfaction and Job Commitment (MICE 산업종사자의 직무스트레스요인이 이직의도에 미치는 영향과 직무만족·조직몰입의 매개역할 탐구)

  • Park, Jong-Pyo;Jeon, In-Oh
    • The Journal of the Korea Contents Association
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    • v.11 no.12
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    • pp.190-205
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    • 2011
  • The purpose of this study was to investigate the effects of the MICE industrial employee's job stressors on intent to leave and test of the mediating role of job satisfaction and job commitment. For the study, job stressors were defined 3 groups with 7 sub-factors, such as role stressors of role ambiguity, role conflict and role overload, task stressors of job routineness and job heteronomy, organizational stressors of job insecurity and distributive injustice. Data were collected from 303 MICE industrial employees in metropolitan area by structured questionnaires. Collected data were analyzed by AMOS 18.0 and findings are as follows. Firstly, on aspect of total effectiveness, the seven job stressors had harmful effect on intent to leave, especially organizational stressors had more serious effect on intent to leave than role stressors. Secondly, not only job satisfaction and job commitment had meditators role but also influenced on intent to leave directly. Thirdly, role ambiguity had effect on intent to leave indirectly through the job satisfaction, while role conflict and role overload had effect on intent to leave directly, and also indirect effectiveness on it through the job commitment. Fourthly, job routineness and job heteronomy had effected on intent to leave only through the meditators. Not only job insecurity and distributive injustice had influenced on intent to leave directly but also effectiveness on it indirectly through the meditators.

Analysis of a Modified Stochastic Gradient-Based Filter with Variable Scaling Parameter (가변 축척 매개변수를 가진 변형 확률적 경사도 기반 필터의 해석)

  • Kim, Hae-Jung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.12C
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    • pp.1280-1287
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    • 2006
  • We propose a modified stochastic gradient-based (MSGB) filter showing that the filter is the solution to an optimization problem. This paper analyzes the properties of the MSGB filter that corresponds to the nonlinear adaptive filter with additional update terms, parameterized by the variable scaling factor. The variably parameterized MSGB filter plays a role iii connecting the fixed parameterized MSGB filter and the null parameterized MSGB filter through variably scaling parameter. The stability regions and misadjustments are shown. A system identification is utilized to perform the computer simulation and demonstrate the improved performance feature of the MSGB filter.

A Study on the extraction of hydrologic-Model input parameter using GSIS (GSIS를 이용한 수문모형 입력매개변수 추출에 관한 연구)

  • Lee, Geung-Sang;Chae, Hyo-Seok;Park, Jeong-Nam;Cho, Gi-Sung
    • Journal of Korean Society for Geospatial Information Science
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    • v.8 no.2 s.16
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    • pp.11-22
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    • 2000
  • It needs to extract the accurate topological characteristics and hydrological parameters of watershed in order to manage water resource efficiently. But, these data are processed yet by manual wok and simple operation in hydrologic fields. In this paper, we presented algorithm that could extract topological characteristics and hydrological parameters over watershed using GSIS and it gives the saving of data processing tin and the confidency of data. We presented coupling method between GSIS and hydrologic model by using extracted parameters into the input parameter of HEC-HMS hydrologic model. The extraction procedure of topological characteristics and hydrological parameters is as below. First, watershed and stream are extracted by DEM and curve unmber is extracted throughout the overlay of landuse map and soil map. Also, we extracted surface parameters like the length of the longest flow path and the slope of the longest flow path by Grid computation into watershed and stream. And we gave the method that could extract hydrologic parameters like Muskingum K and sub-basin lag tin by executing computation into surface parameters and average Sn curve number being extracted.

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Role of Management and Protection Motivation's influence on the Intention of Compliance with Information Security Policies: Based on the Theory of Planned Behavior (경영진 역할과 보호동기 요인이 정보보안정책 준수 의지에 미치는 영향: 계획행동이론을 기반으로)

  • Shin, Hyuk;Kang, Min Hyung;Lee, Cheol Gyu
    • Convergence Security Journal
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    • v.18 no.1
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    • pp.69-84
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    • 2018
  • This study examines antecedents of the intention of compliance with information security policies based on Ajzen's Theory of Planned Behavior. The study conducted the following: Verification of casual relations between role of management and protection motivation and the antecedents of planned behavior as parameters to determine the effect on the intention of compliance with information security policy, and comparative analysis between the research model and a competition model. The result of the study disclosed that, in the research model, attitude and subjective norm took an intermediary role on management beliefs, response efficacy, response cost, self-efficacy, and compliance intention, and perceived behavior control on management beliefs, self-efficacy and compliance intention.

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Flood Analysis Using Distributed Runoff Model in Moutainous Watershed (산지하천 유역에서의 분포형 유출모형을 통한 홍수 해석)

  • Kim, Seung-Joo;Choi, Chang-Won;Yi, Jae-Eung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2010.05a
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    • pp.1274-1278
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    • 2010
  • 우리나라는 국토의 60% 이상이 산지로 구성되어 있다. 현재 국내에서는 홍수유출 해석 시 집중형 모형을 주로 이용하고 있다. 집중형 모형은 대개 유역 최하류 지점의 유출구를 기준으로 홍수유출 해석 모형의 매개변수 추정 및 검증이 이루어지며, 유역의 매개변수를 소유역별로 동일하게 가정하여 입력 자료를 구성한다. 따라서 산지하천 유역의 홍수유출 해석 및 예측 시 경사가 급하고 고도가 높으며 집중시간이 빠른 산지하천의 지형적 요소 및 특징을 적절히 고려하지 못하여 정확한 예측 및 해석을 하는데 어려움이 발생한다. 분포형 모형은 하나의 유출구가 아닌 임의의 지점에서 홍수유출 해석이 가능하며, 강우자료 입력 시 유역 평균강우가 아닌 분포형 강우, 즉 역거리자승법, 크리깅 기법 등을 사용하여 분포형 강우로 변환한 지점강우와 레이더 강우를 사용하여 보다 정확한 홍수유출 해석이 가능하다. 그리고 분포형 모형은 입력하는 모든 매개변수를 지형 자료에서 추출하여 사용하기 때문에 인공적인 해석을 배제할 수 있어 인위적인 오차를 줄일 수 있다. 본 연구에서는 평창강 상류유역을 시험유역으로 선정하여 연구를 수행하였으며, 분포형 모형의 하나인 $Vflo^{TM}$를 사용하여 홍수유출해석을 수행하였다. 지형자료만을 사용하여 특정 지점이 아닌 유역 내 임의 지점의 홍수유출량과 집중시간, 홍수위를 산정할 수 있어 산지하천에서 돌발적으로 발생하는 홍수를 신속하게 예측할 수 있었다. 또한 임의의 지점에서의 설계홍수량을 손쉽게 산정하여 수공구조물 설계 시 이용할 수 있으므로 홍수에 의한 인적 물적 피해를 최소할 할 수 있을 것으로 기대된다.

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Finite Element Model Updating of Structures Using Deep Neural Network (깊은 신경망을 이용한 구조물의 유한요소모델 업데이팅)

  • Gong, Ming;Park, Wonsuk
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.39 no.1
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    • pp.147-154
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    • 2019
  • The finite element model updating can be defined as the problem of finding the parameters of the finite element model which gives the closest response to the actual response of the structure by measurement. In the previous researches, optimization based methods have been developed to minimize the error of the response of the actual structure and the analytical model. In this study, we propose an inverse eigenvalue problem that can directly obtain the parameters of the finite element model from the target mode information. Deep Neural Networks are constructed to solve the inverse eigenvalue problem quickly and accurately. As an application example of the developed method, the dynamic finite element model update of a suspension bridge is presented in which the deep neural network simulating the inverse eigenvalue function is utilized. The analysis results show that the proposed method can find the finite element model parameters corresponding to the target modes with very high accuracy.

Uncertainty Assessment of Single Event Rainfall-Runoff Model Using Bayesian Model (Bayesian 모형을 이용한 단일사상 강우-유출 모형의 불확실성 분석)

  • Kwon, Hyun-Han;Kim, Jang-Gyeong;Lee, Jong-Seok;Na, Bong-Kil
    • Journal of Korea Water Resources Association
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    • v.45 no.5
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    • pp.505-516
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    • 2012
  • The study applies a hydrologic simulation model, HEC-1 developed by Hydrologic Engineering Center to Daecheong dam watershed for modeling hourly inflows of Daecheong dam. Although the HEC-1 model provides an automatic optimization technique for some of the parameters, the built-in optimization model is not sufficient in estimating reliable parameters. In particular, the optimization model often fails to estimate the parameters when a large number of parameters exist. In this regard, a main objective of this study is to develop Bayesian Markov Chain Monte Carlo simulation based HEC-1 model (BHEC-1). The Clark IUH method for transformation of precipitation excess to runoff and the soil conservation service runoff curve method for abstractions were used in Bayesian Monte Carlo simulation. Simulations of runoff at the Daecheong station in the HEC-1 model under Bayesian optimization scheme allow the posterior probability distributions of the hydrograph thus providing uncertainties in rainfall-runoff process. The proposed model showed a powerful performance in terms of estimating model parameters and deriving full uncertainties so that the model can be applied to various hydrologic problems such as frequency curve derivation, dam risk analysis and climate change study.

Determination and Evaluation of Optimal Parameters in Storage Function Method using SCE-UA (SCE-UA를 이용한 저류함수모형 최적 매개변수 선정 및 평가)

  • Chung, Gunhui;Park, Hee-Seong;Sung, Ji Youn;Kim, Hyeon-Jun
    • Journal of Korea Water Resources Association
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    • v.45 no.11
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    • pp.1169-1186
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    • 2012
  • Storage function method has been used for flood forecasting in the major rivers in Korea, however, the researches on the relationship between the parameters and runoff characteristics was not sufficient. In addition, there has been a controversy about the optimized parameters without the consideration of the physical characteristics of the basin. Therefore, in this study, the SCE-UA method is used to optimize the parameters and the proposed method was applied with two stage optimization in the Jeongseon and Yeongwol watersheds located in the most upstream in the South Han river. The contour map was developed to investigate parameters and the error surface calculated from the runoff. The proposed parameters is to provide a range of the possible parameter set in a watershed, rather than a specific value. However, the applicability is examined using the average value of the proposed ranged parameters. In this study, the criticism about the optimization technique to find an optimal value having no physical meaning on a watershed is tried to avoid. The objective of this study is to provide a range of parameters for the flood forecasting model and the intuition about the behavior of the parameters, so the efficiency of flood forecasting is increased.

선형 탄성 파괴역학의 기본과 매개변수

  • 이강용
    • Journal of the KSME
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    • v.30 no.2
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    • pp.98-106
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    • 1990
  • 파괴역학은 균열을 다루는 학문이기 때문에 관심의 대상이 항상 균열이다. 따라서 재료내에 균열 이 내재하고 있거나 또는 발생할 가능성이 있어야만 이 학문을 이용 할 수 있다. 그런데 지구상 의 모든 재료는 다행인지 불행인지는 모르데 항상 균열을 내포하고 있다. 그 균열은 초기에는 미소균열이겠지만 사용 중에 언젠가는 거시균열로 성장한다. 거시균열로 성장한 균열을 파괴역 학에서 취급한다. 왜냐하면 최종적인 파괴는 항상 거시적인 균열로부터 일어나기 때문이다. 본 글에서는 파괴역학 분야 중에서 선형 탄성학에 근거한 선형 탄성 파괴역학의 기본 개념과 이 분야에서 취급되는 기본 매개변수에 대하여 간단히 소개하고자 한다.

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