• 제목/요약/키워드: top-down modeling

검색결과 63건 처리시간 0.028초

Backward estimation of precipitation from high spatial resolution SAR Sentinel-1 soil moisture: a case study for central South Korea

  • Nguyen, Hoang Hai;Han, Byungjoo;Oh, Yeontaek;Jung, Woosung;Shin, Daeyun
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2022년도 학술발표회
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    • pp.329-329
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    • 2022
  • Accurate characterization of terrestrial precipitation variation from high spatial resolution satellite sensors is beneficial for urban hydrology and microscale agriculture modeling, as well as natural disasters (e.g., urban flooding) early warning. However, the widely-used top-down approach for precipitation retrieval from microwave satellites is limited in several hydrological and agricultural applications due to their coarse spatial resolution. In this research, we aim to apply a novel bottom-up method, the parameterized SM2RAIN, where precipitation can be estimated from soil moisture signals based on an inversion of water balance model, to generate high spatial resolution terrestrial precipitation estimates at 0.01º grid (roughly 1-km) from the C-band SAR Sentinel-1. This product was then tested against a common reanalysis-based precipitation data and a domestic rain gauge network from the Korean Meteorological Administration (KMA) over central South Korea, since a clear difference between climatic types (coasts and mainlands) and land covers (croplands and mixed forests) was reported in this area. The results showed that seasonal precipitation variability strongly affected the SM2RAIN performances, and the product derived from separated parameters (rainy and non-rainy seasons) outperformed that estimated considering the entire year. In addition, the product retrieved over the mainland mixed forest region showed slightly superior performance compared to that over the coastal cropland region, suggesting that the 6-day time resolution of S1 data is suitable for capturing the stable precipitation pattern in mainland mixed forests rather than the highly variable precipitation pattern in coastal croplands. Future studies suggest comparing this product to the traditional top-down products, as well as evaluating their integration for enhancing high spatial resolution precipitation over entire South Korea.

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임계상대밀도 모델을 이용한 분말 등통로각압축 공정시 분말 치밀화 거동 (Analysis of Densification Behavior during Powder Equal Channel Angular Pressing using Critical Relative Density Model)

  • 복천희;유지훈;윤승채;김택수;천병선;김형섭
    • 한국분말재료학회지
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    • 제15권5호
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    • pp.365-370
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    • 2008
  • In this study, bottom-up powder processing and top-down severe plastic deformation processing approaches were combined in order to achieve both full density and grain refinement with least grain growth. The numerical modeling of the powder process requires the appropriate constitutive model for densification of the powder materials. The present research investigates the effect of representative powder yield function of the Shima-Oyane model and the critical relative density model. It was found that the critical relative density model is better than the Shima-Oyane model for powder densification behavior, especially for initial stage.

온실가스감축정책 평가를 위한 LP기반 상향식 모형의 수리 구조 및 정식화에 대한 연구 (A Mathematical Structure and Formulation of Bottom-up Model based on Linear Programming)

  • 김후곤
    • 에너지공학
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    • 제23권4호
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    • pp.150-159
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    • 2014
  • 2020년을 목표로 한 국내 중기 온실가스 감축목표가 2009년에 발표된 이후 다양한 온실가스 방안들이 제시되고 있다. 장기적인 온실가스 감축 정책들을 체계적으로 평가하기 위해 대부분의 국가에서는 상향식 모형 또는 하향식 모형이 이용이 되고 있다. 본 연구에서는 상향식 모형의 일반적인 현황 및 적용방안에 대해서 알아보고, 또한 가장 많이 사용되는 LP를 이용한 상향식 모형에 대한 이론적 고찰을 수행하였다. 특히 새롭게 제시된 단순화된 LP 정식화를 제시하기 위해, 의사결정변수 분석, 목적함수에 대한 분석, 기본적인 제약식인 흐름보존제약 및 용량제약에 대한 보다 간결한 정식화를 제시하고 있으며, 다양한 시나리오나 정책의 효과를 LP에 포함시킬 수 있도록 선형제약식을 만드는 방법도 제시하고 있다.

이차원 은닉 마르코프 격자 모형 (Two-Dimensional Model of Hidden Markov Lattice)

  • 신봉기
    • 한국멀티미디어학회논문지
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    • 제3권6호
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    • pp.566-574
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    • 2000
  • HMM이 시계열 모델로써 우수함이 널리 입증되면서 이차원 모델로 확장해 보려는 연구 결과도 늘어났지만 아직까지 임의의 객 체 패턴의 다양한 변형을 모델링하기에는 너무 단순한 경우가 대부분이다. 따라서 HMM이 시계열 데이터에서 보여준 성과를 영상 데이터에서 기대하기는 어렵다. 즉, 아직 대부분의 모델이 2D HMM으로 보기에는 부족하다고 판단된다. 본 논문에서 제안하는 모델은 이 차원 공간에서 상하, 좌우 방향의 진행 관계(causality)가 존재하는 은닉 마르코프 격자 또는 HML이다. 여기에 격자 구성 조건을 추가하여 모델 평가와 디코딩, 그리고 MLE 매개변수 추정법에 의한 훈련 알고리즘을 이론적으로 유도, 개발하였다. 본 모델은 기존의 필드형 모델과 달리 필기 문자 영상과 같이 다양한 국소적 형태 변형을 효과적으로 모델링하는 유용한 방법으로 사용될 수 있다.

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Three-dimensional finite element modeling of a transverse top-down crack in asphalt concrete

  • Ayatollahi, Majid R.;Pirmohammad, Sadjad;Sedighiani, Karo
    • Computers and Concrete
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    • 제13권4호
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    • pp.569-585
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    • 2014
  • In this paper, a four-layer road structure consisting of an edge transverse crack is simulated using three-dimensional finite element method in order to capture the influence of a single-axle wheel load on the crack propagation through the asphalt concrete layer. Different positions of the vehicular load relative to the cracked area are considered in the analyses. Linear elastic fracture mechanics (LEFM) is used for investigating the effect of the traffic load on the behavior of a crack propagating within the asphalt concrete. The results obtained show that the crack front experiences all three modes of deformation i.e., mode I, mode II and mode III, and the corresponding stress intensity factors are highly affected by the crack geometry and the vehicle position. The results also show that for many loading situations, the contribution of shear deformation (due to mode II and mode III loading) is considerable.

An Agent-Based Framework for Investigating Safety-Productivity Tradeoff of Construction Laborers Considering Risk-taking Behavioral Heterogeneity

  • Khodabandelu, Ali;Park, JeeWoong;Kheyrandish, Seyedmohsen
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.1114-1121
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    • 2022
  • Construction laborers and crews play a critical role in achieving a safe and productive construction site. Many past research studies used top-down approaches/perspectives for studying the impact of laborers' performance on overall construction site outputs with limited flexibility in accounting for laborers' various characteristics. However, the recent reap in computational advances allowed applications of bottom-up architectures, which can potentially incorporate heterogeneous characteristics of laborers' individual behavioral and decision-making features effectively. Accordingly, agent-based modeling (ABM), as a tool to leverage a bottom-up methodological approach, has been widely adopted by recent research. Existing literature investigated the influence of changes in laborers' behaviors and interactions on either construction sites' safety performance or productivity performance individually, leaving the tradeoff between safety and productivity in this context relatively unexplored. Accordingly, this study aims to develop an agent-based framework to study the tradeoff between project safety and productivity performances resulting from changes in laborers' behaviors after attending safety trainings. Our findings via simulations indicate that proper safety trainings can improve safety performance without negatively impacting productivity performance.

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협업 개발 내 설계 변경 정보의 공유 및 전파를 위한 중립 참조 모델 (Neutral Reference Model for the Sharing and Propagation of Engineering Change Information in a Collaborative Engineering Development)

  • 황진상;문두환;한순흥
    • 한국CDE학회논문집
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    • 제13권4호
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    • pp.243-254
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    • 2008
  • As modular production becoming increasingly widespread in globalized manufacturing industries, sub modules or parts of the final product are being provided by many suppliers. Some part suppliers design their own products for themselves. In some cases, part suppliers provide the same type of product to multiple OEM companies. Because all part suppliers and OEM companies typically cannot use the same CAD system, engineering change in the CAD model of one company cannot be directly propagated to related CAD models of other companies. Even if two companies use the same CAD system, it may be difficult to share their CAD model owing to corporate security policy. In this paper, a neutral reference model that consists of a neutral skeleton model and an external reference data model is proposed as a new medium for the sharing and propagation of engineering change information among collaborating companies.

향상된 영상 획득을 위한 실시간 시스템의 VHDL 모델링 (VHDL modeling of a real-time system for image enhancement)

  • 오세진;김영모
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2005년도 추계종합학술대회
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    • pp.509-512
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    • 2005
  • The aim of this work is to design a real-time reusable image enhancement architecture for video signals, based on a spatial processing of the video sequence. The VHDL hardware description language has been used in order to make possible a top-down design methodology. By adding proposed algorithms to the LPR(License Plate Recognition) system, the system is implemented with reliability and safety on a rainy day. Spartan-2E XC2s300E is used as implementation platforms for real-time system.

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서비스 지향 아키텍쳐 기반의 자재관리시스템 설계 (Design of the Material Control System based on Service Oriented Architecture)

  • 안민정;이홍철
    • 산업공학
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    • 제20권3호
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    • pp.257-266
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    • 2007
  • To survive in rapidly changing business environment, the enterprises of all over the world are trying to integrate their IT infra structure and are trying to automate their business process. Service Oriented Architecture (SOA) is being accepted as an IT standard to support efficient system integration and flexible business process automation between enterprises or departments. The material control system is required this software architecture between manufacturing company and materials supply vendors. This paper introduces concept of SOA, relevant technology about SOA such as Web Services and Business Process Execution Language (BPEL) and Enterprise Service Bus (ESB) and describes how to automate materials control process by designing the material control system based on SOA. The analysis of requirements is proceeded by Unified Modeling Language (UML) and SOA delivery strategy is selected the top-down strategy. And this paper describes how to derive services and operations and how to arrange services in three service layers and how to design business process.

An Efficient Collision Queries in Parallel Close Proximity Situations

  • Kim, Dae-Hyun;Choi, Han-Soo;Kim, Yeong-Dong
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.2402-2406
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    • 2005
  • A collision query determines the intersection between given objects, and is used in computer-aided design and manufacturing, animation and simulation systems, and physically-based modeling. Bounding volume hierarchies are one of the simplest and most widely used data structures for performing collision detection on complex models. In this paper, we present hierarchy of oriented rounded bounding volume for fast proximity queries. Designing hierarchies of new bounding volumes, we use to combine multiple bounding volume types in a single hierarchy. The new bounding volume corresponds to geometric shape composed of a core primitive shape grown outward by some offset such as the Minkowski sum of rectangular box and a sphere shape. In the experiment of parallel close proximity, a number of benchmarks to measure the performance of the new bounding box and compare to that of other bounding volumes.

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