• 제목/요약/키워드: Performance Modelling

검색결과 776건 처리시간 0.028초

가용 침수 자료를 활용한 도심지 침수 해석 모형의 평가 절차 수립 및 표준화 (Establishment and Standardization of Evaluation Procedure for Urban Flooding Analysis Model Using Available Inundation Data)

  • 신은택;장동민;박성원;엄태수;송창근
    • 한국안전학회지
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    • 제35권2호
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    • pp.100-110
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    • 2020
  • Recently, the frequency of typhoon and torrential rain due to climate change is increasing. In addition, the upsurge in the complexity of urban sewer network and impervious surfaces area aggravates the inland flooding damage. In response to these worsening situations, the central and local governments are conducting R&D tasks related to predict and mitigate the flood risk. Researches on the analysis of inundation in urban areas have been implemented through various ways, and the common features were to evaluate the accuracy and justification of the model by comparing the model results with the actual inundation data. However, the evaluation procesure using available urban flooding data are not consistent, and if there are no quantitative urban inundation data, verification has to be performed by using press releases, public complaints, or photos of inundation occurring through 'CCTV'. Because theses materials are not quantitative, there is a problem of low reliability. Therefore, this study intends to develop a comparative analysis procedure on the quantitative degree and applicability of the verifiable inundation data, and a systematic framework for the performance assessment of urban flood analysis model was proposed. This would contribute to the standardization of the evaluation and verification procedure for urban flooding modelling.

Comparison of numerical and analytical solutions for reinforced soil wall shaking table tests

  • Zarnani, Saman;El-Emam, Magdi M.;Bathurst, Richard J.
    • Geomechanics and Engineering
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    • 제3권4호
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    • pp.291-321
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    • 2011
  • The paper describes a simple numerical FLAC model that was developed to simulate the dynamic response of two instrumented reduced-scale model reinforced soil walls constructed on a 1-g shaking table. The models were 1 m high by 1.4 m wide by 2.4 m long and were constructed with a uniform size sand backfill, a polymeric geogrid reinforcement material with appropriately scaled stiffness, and a structural full-height rigid panel facing. The wall toe was constructed to simulate a perfectly hinged toe (i.e. toe allowed to rotate only) in one model and an idealized sliding toe (i.e. toe allowed to rotate and slide horizontally) in the other. Physical and numerical models were subjected to the same stepped amplitude sinusoidal base acceleration record. The material properties of the component materials (e.g. backfill and reinforcement) were determined from independent laboratory testing (reinforcement) and by back-fitting results of a numerical FLAC model for direct shear box testing to the corresponding physical test results. A simple elastic-plastic model with Mohr-Coulomb failure criterion for the sand was judged to give satisfactory agreement with measured wall results. The numerical results are also compared to closed-form solutions for reinforcement loads. In most cases predicted and closed-form solutions fall within the accuracy of measured loads based on ${\pm}1$ standard deviation applied to physical measurements. The paper summarizes important lessons learned and implications to the seismic design and performance of geosynthetic reinforced soil walls.

Modelling land surface temperature using gamma test coupled wavelet neural network

  • Roshni, Thendiyath;Kumari, Nandini;Renji, Remesan;Drisya, Jayakumar
    • Advances in environmental research
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    • 제6권4호
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    • pp.265-279
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    • 2017
  • The climate change has made adverse effects on land surface temperature for many regions of the world. Several climatic studies focused on different downscaling techniques for climatological parameters of different regions. For statistical downscaling of any hydrological parameters, conventional Neural Network Models were used in common. However, it seems that in any modeling study, uncertainty is a vital aspect when making any predictions about the performance. In this paper, Gamma Test is performed to determine the data length selection for training to minimize the uncertainty in model development. Another measure to improve the data quality and model development are wavelet transforms. Hence, Gamma Test with Wavelet decomposed Feedforward Neural Network (GT-WNN) model is developed and tested for downscaled land surface temperature of Patna Urban, Bihar. The results of GT-WNN model are compared with GT-FFNN and conventional Feedforward Neural Network (FFNN) model. The effectiveness of the developed models is illustrated by Root Mean Square Error and Coefficient of Correlation. Results showed that GT-WNN outperformed the GT-FFNN and conventional FFNN in downscaling the land surface temperature. The land surface temperature is forecasted for a period of 2015-2044 with GT-WNN model for Patna Urban in Bihar. In addition, the significance of the probable changes in the land surface temperature is also found through Mann-Kendall (M-K) Test for Summer, Winter, Monsoon and Post Monsoon seasons. Results showed an increasing surface temperature trend for summer and winter seasons and no significant trend for monsoon and post monsoon season over the study area for the period between 2015 and 2044. Overall, the M-K test analysis for the annual data shows an increasing trend in the land surface temperature of Patna Urban.

초음파 기반에서 대뇌질환 측정을 위한 EPLD와 TMS320VC5410를 도입한 혈류 진단장치의 설계 및 구현 (Design and embodiment of bloodstream diagnosis device that introduce EPLD and TMS320VC5410 for cerebrum disease measurement in supersonic waves base)

  • 김휘영
    • 한국컴퓨터산업학회논문지
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    • 제7권4호
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    • pp.447-454
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    • 2006
  • 1980년 이후로 치매, 파킨슨병, 운동신경질환 등 뇌질환 발생률이 급증하고 있으며 영국, 미국, 일본, 독일, 스페인의 발생률을 조사한 결과, 알츠하이머병을 포함한 치매 사망률이 남성경우 3배 이상 증가했고, 파킨슨병과 운동신경질환 등 뇌질환 사망률은 남녀가 약 50%씩 늘어난 것으로 나타났다. 유전적 이유로 보면 DNA변화로 추측되나 이에 대한 입증은 수백년이 걸리므로 실제 원인은 환경적 요인일 수 밖에 없다. 특히, 우려할 것은 급속히 증가하는 노인인구로 인한 노인성 질환 및 뇌질환의 대책이 무엇보다 요구되는 우리실정으로 발병하면 치료가 어렵고, 후유증이 심각하므로 무엇보다 예방이 중요하다. 위험인자와 발생위험을 조기에 알아낼 수 있도록 뇌혈관을 수시로 자가검사가 가능한 Cerebrovascular Ultrasonogram (뇌혈관 초음파)를 구현하여 특성 시험과 모델링화 하여 성능의 우수성을 입증하여 정리하였다. 차후 시스템을 보완하면 다른질병의 뇌질환 환자에도 적용이 될 것이고, 본 연구에서는 시제품을 직접 제작하여 비정형화 특성을 연구하고 접근해 보고자 노력하였다.

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Numerical modelling of a pile-supported embankment using variable inertia piles

  • Dia, Daniel;Grippon, Jerome
    • Structural Engineering and Mechanics
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    • 제61권2호
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    • pp.245-253
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    • 2017
  • The increasing lack of good quality soils allowing the development of roadway, motorway, or railway networks, as well as large scale industrial facilities, necessitates the use of reinforcement techniques. Their aim is the improvement of the global performance of compressible soils, both in terms of settlement reduction and increase of the load bearing capacity. Among the various available techniques, the improvement of soils by incorporating vertical stiff piles appears to be a particularly appropriate solution, since it is easy to implement and does not require any substitution of significant soft soil volumes. The technique consists in driving a group of regularly spaced piles through a soft soil layer down to an underlying competent substratum. The surface load being thus transferred to this substratum by means of those reinforcing piles, which illustrates the case of a piled embankment. The differential settlements at the base of the embankment between the soft soil and the stiff piles lead to an "arching effect" in the embankment due to shearing mechanisms. This effect, which can be accentuated by the use of large pile caps, allows partial load transfer onto the pile, as well as surface settlement reduction, thus ensuring that the surface structure works properly. A technique for producing rigid piles has been developed to achieve in a single operation a rigid circular pile associated with a cone shaped head reversed on the place of a rigid circular pile. This technique has been used with success in a pile-supported road near Bourgoin-Jallieu (France). In this article, a numerical study based on this real case is proposed to highlight the functioning mode of this new technique in the case of industrial slabs.

Modelling beam-to-column joints in seismic analysis of RC frames

  • Lima, Carmine;Martinelli, Enzo;Macorini, Lorenzo;Izzuddin, Bassam A.
    • Earthquakes and Structures
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    • 제12권1호
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    • pp.119-133
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    • 2017
  • Several theoretical and analytical formulations for the prediction of shear strength in reinforced concrete (RC) beam-to-column joints have been recently developed. Some of these predictive models are included in the most recent seismic codes and currently used in practical design. On the other hand, the influence of the stiffness and strength degradations in RC joints on the seismic performance of RC framed buildings has been only marginally studied, and it is generally neglected in practice-oriented seismic analysis. To investigate such influence, this paper proposes a numerical description for representing the cyclic response of RC exterior joints. This is then used in nonlinear numerical simulations of RC frames subjected to earthquake loading. According to the proposed strategy, RC joints are modelled using nonlinear rotational spring elements with strength and stiffness degradations and limited ductility under cyclic loading. The proposed joint model has been firstly calibrated against the results from experimental tests on 12 RC exterior joints. Subsequently, nonlinear static and dynamic analyses have been carried out on two-, three- and four-storey RC frames, which represent realistic existing structures designed according to old standards. The numerical results confirm that the global seismic response of the analysed RC frames is strongly affected by the hysteretic damage in the beam-to-column joints, which determines the failure mode of the frames. This highlights that neglecting the effects of joints damage may potentially lead to non-conservative seismic assessment of existing RC framed structures.

중국 명대(明代)와 유럽 중세의 용(龍) 비교를 통한 중국 MMORPG 용(龍) 캐릭터디자인 분석 (A study in the fusion of dragon image performance of Chinese MingDai and the European middle ages in the method of dragon character design of Chinese MMORPG)

  • 양원;이제;정석호;이동열;유석호
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2009년도 춘계 종합학술대회 논문집
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    • pp.221-226
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    • 2009
  • 중국 MMORPG 게임에서 용의 캐릭터 디자인은 서양 게임의 용 캐릭터 영향을 받아 정체성이 결여 되어 있다. 서양 용 이미지가 너무 강해서 중국인들이 게임에서 그 용의 이미지를 받아 들이기에는 이질감이 너무 크다. 이러한 이유로 인해 중국전통 용의 디자인을 게임에 표현할 용 캐릭터디자인 분석이 필요하다. 우선 문화적 측면과 디자인적 측면을 고려하여 스타일 표현 특징을 설명하고 현재 MMORPG 게임에서 용 캐릭터로 사용되고 있는 용의 표현 분석을 통해 그 차이성을 살펴보고, 또한 동서양 융합을 모색할 수 있는 방향을 제안하고자 한다. 이를 위해 동양을 대표하는 중국 명대(明代)의 용과 서양 중세의 용의 비교 분석을 통해 용합하고 MMORPG에서 중국 게임 콘텐츠 디자인에 응용 가능한 용 캐릭터 프로토타입을 제작하고자 한다.

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PEM연료전지의 수분전달에 있어서 1차원 해석을 수행한 동적모델에 관한 연구 (Analysis on a Dynamic Model with One Dimension in Water Transportation of PEM Fuel Cell)

  • 아궁박티르;홍부표;유진광;김영복;윤정인;최광환
    • 한국태양에너지학회 논문집
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    • 제32권5호
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    • pp.118-123
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    • 2012
  • Water balance has a significant impact on the overall fuel cell performance. Maintenance of proper water management should provide an adequate membrane hydration and avoidance of water flooding in the catalyst layer and gas diffusion layer. Considering the important of advanced water management in PEM fuel cell, this study proposes a simple one dimensional water transportation model of PEM fuel cell for use in a dynamic condition. The model has been created by assumption that the output is the water liquid saturation difference. The liquid saturation change is the total difference between the additional water and the removal water on the system. The water addition is obtained from fuel cell reaction and the electro osmotic drag. The water removal is obtained from capillary transport and evaporation process. The result shows that the capillary water transport of low temperature fuel cell is high because the evaporation rate is low.

비균일 100V 급 초접합 트랜치 MOSFET 최적화 설계 연구 (A Study on Optimal Design of 100 V Class Super-junction Trench MOSFET)

  • 노영환
    • 전자공학회논문지
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    • 제50권7호
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    • pp.109-114
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    • 2013
  • 전력 MOSFET(산화물-반도체 전위 효과 트랜지스터)는 BLDC 모터와 전력 모듈 등에 광범위하게 사용하고 있다. 기존 전력 MOSFET 구조는 온-저항과 항복전압사이에 절충(tradeoff)이 필요하다. 이러한 절충을 하지 않고 최적화를 하기위해 비균일 초접합 트랜치 MOSFET 를 설계하는데 동일한 항복전압에서 균일 초접합 트랜치 MOSFET보다 낮은 온-저항을 갖도록한다. 이를 위해 드리프트 영역에서 우수한 전기장 분포를 달성하기 위하여 선형구조의 도핑 프로파일을 제안하고, 단위 셀 설계, 도핑농도의 특성분석, 전위분포를 SILVACO TCAD 2D인 Atlas 소자 소프트웨어를 사용하여 시뮬에이션을 수행하였다. 결과로 100V 급 MOSFET에서 비균일 초접합 트랜치 MOSFET가 균일 초접합 트랜치 MOSFET보다 온-저항에서 우수한 특성을 보여주고 있다.

모바일 LBS 시스템에서 동적 경로 계산 데이터베이스 모델 (A Dynamic Path Computation Database Model in Mobile LBS System)

  • 주용진
    • Spatial Information Research
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    • 제19권3호
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    • pp.43-52
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    • 2011
  • 최근, 모바일 시스템에서 DBMS를 활용한 위치기반서비스에 대한 관심이 높아지고 있으며, 향상된 차량항법 (in-vehicle navigation) 시스템에 있어 효과적인 저장, 트랜잭션 관리, 모델링과 공간 질의를 통해 현행 파일 기반 시스템이 가지는 한계를 극복할 것으로 기대되고 있다. 특히, 도로 네트워크 데이터는 경로 탐색 시스템에 있어 가장 중요한 영역에 해당하며 효율적인 관리와 유지를 필요로 한다. 이에 본 연구는 모바일 LBS 시스템에서 위상적인 네트워크 데이터를 위한 그래프 기반 지오 데이터베이스 모델 개발과 휴리스틱 접근에 기반을 둔 동적 경로 계산 알고리즘을 제시하는 것을 목적으로 한다. 이를 위해, 계층적 네트워크를 지원하는 데이터 모델을 설계하고, 모바일 LBS 시스템에서 수행 능력을 평가하기위한 경로 계산 시스템을 구현하였다. 마지막으로, 제시된 계층 그래프 모델 기반 경로 계산 알고리듬은 네트워크를 구성하는 노드 개수를 줄여 탐색 속도와 효율적 메모리 사용에 기여할 수 있을 확인 할 수 있다.