• 제목/요약/키워드: Computer simulation and developed model

검색결과 694건 처리시간 0.032초

Analysis of Effects on SWAT Estimation of Warm-Up Period

  • Lee, Ji-Won;Moon, Jong-Pil;Woo, Won-Hee;Kum, Dong-Hyuk;Kim, Ki-Sung;Lim, Kyoung-Jae
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2011년도 학술발표회
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    • pp.260-260
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    • 2011
  • SWAT is semi-distributed and continuous-time distributed simulation watershed model, which can simulate point and nonpoint source pollutants as well as hydrology and water quality. It was developed to predict the effects of alternative management decisions on water, sediment, and chemical yields with reasonable accuracy. It is able to predict and manage hydrology, sediments, nutrients, and pesticides with Best Management Practices (BMPs) in a watershed. SWAT model also has potential for use in ungauged basins to predict streamflow and baseflow from saturated source area in watersheds. According to various cultivation practices and climate change, SWAT model is available to analyze relative change in hydrology and water quality. In order to establish optimum management of water quality, both monitering and modeling have been conducted actively using SWAT model. As SWAT model is computer program to simulate a lot of natural phenomena, it has limitation to predict and reflect them with on hundred percent accuracy. Thus, it is possible to analyze the effect of BMPs in the watershed where users want to simulate hydrology and water quality only if model accuracy and applicability are assessed first of all and the result of it is well for the study watershed. For assessment of SWAT applicability, most researchers have used $R^2$ and Nash and Sutcliffe Efficiency (NSE). $R^2$ and NSE are likely to show different results according to a warm up period and sometimes its results are very different. There have been hardly any studies of whether warm up period can affect simulation results in SWAT model. In this study, how warm up period has a effect on SWAT results was analyzed and a appropriate warm up period was suggested. Lots of SWAT results were compared after using measured data of Soyanggang-dam watershed and applying various warm up period (0 ~ 10 year(s)). As a result of this study, when there was no warm up period, $R^2$ and NSE were 0.645, 0.602 respectively, when warm up period was 2 years, $R^2$ and NSE were 0.648, 0.632, and when warm up period was 4 years, $R^2$ and NSE were 0.663, 0.652 separately. Through this study, sensitive analysis of warm up period in SWAT model was conducted, and this study could give a guideline able to simulate hydrology and water quality for more accuracy than before as users change a lot of warm up periods as well as any simulation parameters.

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개량차분법에 의한 대형주강품의 3차원 응고해석 (Three Dimensional Solidification Analysis in Large Steel Castings by Modified Finite Difference Method)

  • 유승목;이두호;김종기;소찬영;홍준표
    • 한국주조공학회지
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    • 제11권1호
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    • pp.54-62
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    • 1991
  • A computer program which consists of pre-processor, main solidification simulator and post-processor has been developed for three dimensional solidification analysis of steel castings. The pre-processor is used for mesh generation in a small personal computing system. The modified finite difference method is adopted for the main solidification simulation algorithm. The post -processor graphically presents the simulation results and shows the formation of shrinkage defects. Several experiments on large steel castings in sand mold were carried out. The temperature variations in casting and mold with time are measured experimentally, and the results are compared with calculation results. Several numerical examples for the prediction of shrinkage cavity in large steel casting of SC42 and SCNCrM2 alloys are compared with experimental results. The effect of sleeve and chills on solidification patterns are also studied. Formation of shrinkage defects for the three cases of experimental castings are relatively well predicted by present model.

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제강.연주 공장 설계와 운영을 위한 시뮬레이터 (A Simulator for the Design and Operation of the Steel Mill)

  • 최성훈
    • 한국시뮬레이션학회논문지
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    • 제20권2호
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    • pp.49-57
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    • 2011
  • 치열한 경쟁과 원자재 가격 급등은 시행착오를 최소화 하면서 제철소를 최적으로 설계하여 운영할 것을 한층 더 강력하게 요구하고 있다. 컴퓨터 시뮬레이션은 이 요구에 부합되는 방법론을 제공할 수 있다. 본 논문의 목적은 제강 연주 공장의 설계와 운영을 지원하기 위한 시뮬레이터를 제안하는 것이다. 본 연구에서 제안하는 시뮬레이터는 유지보수와 확장에 용이하도록 널리 알려진 Arena로 개발되었으며 사용의 편의성을 위하여 엑셀 기반으로 입출력 인터페이스를 설계하였다. 또한 운반 대차와 천정 크레인으로 구성되는 복잡한 운반 모듈을 포함하여 모델의 정확도를 높였다. 시뮬레이터는 생산량 분석과 물류 분석을 통하여 제강 연주 공장 설계안의 적정성을 평가하는데 유용하게 사용될 수 있다. 그리고 다양한 상황별로 최적의 제품 조합을 도출하는데 적용될 수 있으며, 공정별 설비별로 작업을 배정하는 조업 운영 패턴을 평가하고 정확도를 향상시키는 도구로써 활용이 가능하다.

차륜형 이동로봇 시스템의 하이브리드 시스템 모델과 제어 (An approach to hybrid system modeling and control for the mobile robot systems)

  • 임진모;임미섭;임준홍
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.231-236
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    • 1997
  • We propose the hybrid control for the path control of wheeled mobile robot system. To develop the hybrid control of mobile robot, the continuous dynamics of mobile robot are modeled by the switched systems. The abstract model and digital automata for the path control are developed. This hybrid control system has the 3-layered hierachical structure : digital automata as the higher process, mobile robot system as the lower process, and the interface as the interaction process between the continuous dynamics and the discrete dynamics. The control of following the desired-paths with edges are investigated as the applications by the computer simulation.

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다층 신경회로 및 역전달 학습방법에 의한 로보트 팔의 다이나믹 제어 (Dynamic Control of Robot Manipulators Using Multilayer Neural Networks and Error Backpropagation)

  • 오세영;류연식
    • 대한전기학회논문지
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    • 제39권12호
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    • pp.1306-1316
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    • 1990
  • A controller using a multilayer neural network is proposed to the dynamic control of a PUMA 560 robot arm. This controller is developed based on an error back-propagation (BP) neural network. Since the neural network can model an arbitrary nonlinear mapping, it is used as a commanded feedforward torque generator. A Proportional Derivative (PD) feedback controller is used in parallel with the feedforward neural network to train the system. The neural network was trained by the current state of the manipulator as well as the PD feedback error torque. No a priori knowledge on system dynamics is needed and this information is rather implicitly stored in the interconnection weights of the neural network. In another experiment, the neural network was trained with the current, past and future positions only without any use of velocity sensors. Form this thim window of position values, BP network implicitly filters out the velocity and acceleration components for each joint. Computer simulation demonstrates such powerful characteristics of the neurocontroller as adaptation to changing environments, robustness to sensor noise, and continuous performance improvement with self-learning.

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빙축열을 이용한 대형빌딩 공기조화시스템 개발과 설계전산화에 관한 연구 (A Study on the Development of the Large Building Air-conditioning System with the Regenerative Ice-energy and its Computer Aided Design)

  • 권형정;김원영;김용모;김경근
    • Journal of Advanced Marine Engineering and Technology
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    • 제15권5호
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    • pp.38-46
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    • 1991
  • In the design of an electric power plant, the capacity to meet the peak load demand is one of the important factors to be considered. This peak load usually occurs when the most of the cooling air-conditioning systems are being operated during daytime in summer season. Therefore, it is necessary to construct an additional electric power plant and to develop the new air-conditioning system for relieving the peak load. This paper analysed the performance characteristics of this experimental regenerative ice energy system by means of a bundle of the heat-pipes. And the result of this analysis was applied to the simulation of an air-conditioning system model. Also, an operation program of moisture air was made according to air load and in order to computerize the air-conditioning system a CAD program was developed by the properties of moisture air.

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3D finite element analysis of the whole-building behavior of tall building in fire

  • Fu, Feng
    • Advances in Computational Design
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    • 제1권4호
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    • pp.329-344
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    • 2016
  • In this paper, a methodology to simulate the whole-building behaviour of the tall building under fire is developed by the author using a 3-D nonlinear finite element method. The mechanical and thermal material nonlinearities of the structural members, such as the structural steel members, concrete slabs and reinforcing bars were included in the model. In order to closely simulate the real condition under the conventional fire incident, in the simulation, the fire temperature was applied on level 9, 10 and 11. Then, a numerical investigation on the whole-building response of the building in fire was made. The temperature distribution of the floor slabs, steel beams and columns were predicted. In addition, the behaviours of the structural members under fire such as beam force, column force and deflections were also investigated.

퍼지신경망을 이용한 로보트의 비쥬얼서보제어 (Visual servo control of robots using fuzzy-neural-network)

  • 서은택;정진현
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1994년도 Proceedings of the Korea Automatic Control Conference, 9th (KACC) ; Taejeon, Korea; 17-20 Oct. 1994
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    • pp.566-571
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    • 1994
  • This paper presents in image-based visual servo control scheme for tracking a workpiece with a hand-eye coordinated robotic system using the fuzzy-neural-network. The goal is to control the relative position and orientation between the end-effector and a moving workpiece using a single camera mounted on the end-effector of robot manipulator. We developed a fuzzy-neural-network that consists of a network-model fuzzy system and supervised learning rules. Fuzzy-neural-network is applied to approximate the nonlinear mapping which transforms the features and theire change into the desired camera motion. In addition a control strategy for real-time relative motion control based on this approximation is presented. Computer simulation results are illustrated to show the effectiveness of the fuzzy-neural-network method for visual servoing of robot manipulator.

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드럼브레이크 S/CAM 샤프트 단조 해석 (The Forging Analysis of S/CAM Shaft to the Drum Brake)

  • 김미애;성백섭;차용훈
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2008년도 추계학술대회A
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    • pp.1113-1118
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    • 2008
  • In the hot forging process, The forging defects that are caused by metal were strain, temperate, and inclusion. In this paper, the computer simulation analyzed the effective plastic strain and temperature behaviors. The quantitative analyses which proposed the effective mold design of S/CAM shaft was executed. The parameters of forging shape that affected on the optimize conditions that was calculated with simple equation were investigated. it is expected that the developed analysis model and design technique would greatly contribute to the drum brake optimal design considering temperature affected and material behaviors. This development could save more than 20% of production cost and reduced failure rate to more than 30%. By improving the life span of mold from 15,000 to 25,000, financial difficulty of company imposed on a mold manufacture could be overcome.

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Establishment of calculation methodology and thermal analysis for the development of a water calorimeter

  • Kang, M.Y.;Kim, Junhyuck;Choi, H.D.
    • Nuclear Engineering and Technology
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    • 제52권11호
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    • pp.2620-2629
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    • 2020
  • As an early stage in the development of a water calorimeter, this study established a computer simulation methodology for analyzing the thermal behavior of a water calorimeter based on radiation transport and energy deposition. As a result, this study developed a method wherein the energy deposition distribution, which is obtained by applying Monte Carlo methods in water calorimeters, is directly used as a heat source for the thermal analysis model. Based on the proposed method, heat transfer in a water vessel and the effect of thermistor self-heating were analyzed. Through an analysis of the water velocities with and without a water vessel, it was found that a water vessel can serve as a convection barrier. Furthermore, it was confirmed that when considering thermistor self-heating, the water temperature change at the thermistor location is 0.219 mK higher compared to that when the thermistor was not considered. Therefore, thermistor self-heating must be considered to analyze the thermal behavior of a water calorimeter more accurately.