• 제목/요약/키워드: Quality of Information Flow

검색결과 502건 처리시간 0.025초

공간예측모형에 기반한 산사태 취약성 지도 작성과 품질 평가 (Mapping Landslide Susceptibility Based on Spatial Prediction Modeling Approach and Quality Assessment)

  • 알-마문;박현수;장동호
    • 한국지형학회지
    • /
    • 제26권3호
    • /
    • pp.53-67
    • /
    • 2019
  • The purpose of this study is to identify the quality of landslide susceptibility in a landslide-prone area (Jinbu-myeon, Gangwon-do, South Korea) by spatial prediction modeling approach and compare the results obtained. For this goal, a landslide inventory map was prepared mainly based on past historical information and aerial photographs analysis (Daum Map, 2008), as well as some field observation. Altogether, 550 landslides were counted at the whole study area. Among them, 182 landslides are debris flow and each group of landslides was constructed in the inventory map separately. Then, the landslide inventory was randomly selected through Excel; 50% landslide was used for model analysis and the remaining 50% was used for validation purpose. Total 12 contributing factors, such as slope, aspect, curvature, topographic wetness index (TWI), elevation, forest type, forest timber diameter, forest crown density, geology, landuse, soil depth, and soil drainage were used in the analysis. Moreover, to find out the co-relation between landslide causative factors and incidents landslide, pixels were divided into several classes and frequency ratio for individual class was extracted. Eventually, six landslide susceptibility maps were constructed using the Bayesian Predictive Discriminant (BPD), Empirical Likelihood Ratio (ELR), and Linear Regression Method (LRM) models based on different category dada. Finally, in the cross validation process, landslide susceptibility map was plotted with a receiver operating characteristic (ROC) curve and calculated the area under the curve (AUC) and tried to extract success rate curve. The result showed that Bayesian, likelihood and linear models were of 85.52%, 85.23%, and 83.49% accuracy respectively for total data. Subsequently, in the category of debris flow landslide, results are little better compare with total data and its contained 86.33%, 85.53% and 84.17% accuracy. It means all three models were reasonable methods for landslide susceptibility analysis. The models have proved to produce reliable predictions for regional spatial planning or land-use planning.

Numerical simulation of aerodynamic characteristics of a BWB UCAV configuration with transition models

  • Jo, Young-Hee;Chang, Kyoungsik;Sheen, Dong-Jin;Park, Soo Hyung
    • International Journal of Aeronautical and Space Sciences
    • /
    • 제16권1호
    • /
    • pp.8-18
    • /
    • 2015
  • A numerical simulation for a nonslender BWB UCAV configuration with a rounded leading edge and span of 1.0 m was performed to analyze its aerodynamic characteristics. Numerical results were compared with experimental data obtained at a free stream velocity of 50 m/s and at angles of attack from -4 to $26^{\circ}$. The Reynolds number, based on the mean chord length, is $1.25{\times}106$. 3D multi-block hexahedral grids are used to guarantee good grid quality and to efficiently resolve the boundary layer. Menter's shear stress transport model and two transition models (${\gamma}-Re_{\theta}$ model and ${\gamma}$ model) were used to assess the effect of the laminar/turbulent transition on the flow characteristics. Aerodynamic coefficients, such as drag, lift, and the pitching moment, were compared with experimental data. Drag and lift coefficients of the UCAV were predicted well while the pitching moment coefficient was underpredicted at high angles of attack and influenced strongly by the selected turbulent models. After assessing the pressure distribution, skin friction lines and velocity field around UCAV configuration, it was found that the transition effect should be considered in the prediction of aerodynamic characteristics of vortical flow fields.

SDN 기반 Fog Computing 환경에서 서비스 이동성 제공 방안 (Service Mobility Support Scheme in SDN-based Fog Computing Environment)

  • 경연웅;김태국
    • 사물인터넷융복합논문지
    • /
    • 제6권3호
    • /
    • pp.39-44
    • /
    • 2020
  • 본 논문은 SDN 기반 네트워크에서 fog computing 서비스의 이동성을 제안하고자 한다. Fog computing 아키텍처는 컴퓨팅 및 배터리 자원의 제약이 있는 IoT(Internet of Things) 기기들에게 테스크 오프로딩을 가능하게 함으로써 IoT의 저지연/고성능 서비스를 위한 방안으로 연구되고 있다. 하지만 fog computing 아키텍처에서는 고정된 IoT 기기 뿐만 아니라 이동하는 IoT 기기도 서비스 대상 단말로 고려되어야 하기 때문에 이러한 기기의 이동성을 고려한 오프로딩 방안이 필요하다. 특히 저지연 응답 시간을 요구하는 IoT 서비스의 경우, 오프로딩 이후 단말이 이동했을 때 새로운 fog computing 노드와의 새로운 통신 연결 및 테스크 오프로딩 과정을 다시 수행해야 하기 때문에 지연시간이 발생하여 사용자의 QoS(Quality of Service) 저하가 발생할 수 있다. 그러므로 본 연구에서는 단말의 이동성을 고려하여 테스크 또는 테스크의 결과를 이동 후의 fog computing 노드로 미리 migration 시키고 데이터 전송을 위한 rule 또한 미리 배치시킴으로써 통신 지연 및 서비스 복구 지연 시간을 줄일 수 있는 방안을 제시하고자 한다.

ANSIM 문서관리시스템에서 연구로사업 문서흐름 (Document Flow for the Research Reactor Project in ANSIM Document Control System)

  • 박국남;김권호;김준연;우상익;오수열
    • 산업경영시스템학회지
    • /
    • 제36권4호
    • /
    • pp.18-24
    • /
    • 2013
  • A document control system (DCS), ANSIM (KAERI Advanced Nuclear Safety Information Management) was designed for the purpose of documents preparation, review, and approvement for JRTR (Jordan Research and Training Reactor) project. The ANSIM system consists of a document management, document container, project management, organization management, and EPC (Engineering, Procurement and Construction) document folder. The document container folder run after specific contents, a revision history of the design documents and drawings are issued in KAERI. The EPC document work-scope is a registry for incoming documents in ANSIM, the assignment of a manager or charger, document review, preparing and outgoing PM memorandum as attached the reviewed paper. On the other hand, KAERI is aiming another extra network server for the NRR (New Research Reactor) by the end of this year. In conclusion, it is the first, computation system of DCS that provides document form, document number, and approval line. Second, ANSIM increases the productivity of performance that can be recognized the document work-flow of oneself and all participants. Finally, a plenty of experience and knowledge of nuclear technology can be transmitted to next generation for the design, manufacturing, testing, installation, and commissioning. Though this, ANSIM is expected to allow the export of a knowledge and information system as well as a research reactor.

냉방시 시스템에어컨과 환기유닛 적응 강의실에서 실내 $CO_2$ 농도와 국소평균공기연령 연구 (Study on the Relationship between Indoor $CO_2$ Concentration and Local Mean Air-age in the Lecture Room with System Air-conditioner and Ventilation Unit for Cooling Loads)

  • 장재수;노광철;오명도
    • 설비공학논문집
    • /
    • 제17권8호
    • /
    • pp.736-745
    • /
    • 2005
  • This study is undertaken to evaluate the relationship between the indoor $CO_2$ concentration and the local mean air-age in the lecture room with the occupants. We conducted the experiments to examine the indoor $CO_2$ concentration and the local mean air-age with respect to the supply airflow of the ventilation system and the discharge angle and air-flow of the system air conditioner. Through the experiments, we found out that indoor $CO_2$ concentrations calculated by the prediction equation of Seidel are about 350 ppm lower than those measured by the experiments. The indoor $CO_2$ concentration is not related with the air-flow and the discharge angle of the system air-conditioner, but with the ventilation airflow. From the numerical calculation, the indoor $CO_2$ concentration is not related with the ventilation effectiveness, but strongly with the local mean air-age. In case of our model, the indoor $CO_2$ concentration is likely to fall within the acceptable air quality when the local mean air-age is averagely predicted under 400 seconds.

광주 광산업 클러스터 효과에 관한 연구 : 조직의 흡수역량과 기업성과에 미치는 영향에 관한 실증연구 (An Empirical Study on the Korean Photonics Industrial Cluster Effects : Focusing on Absorptive Capacity and Corporate Performance)

  • 배재권;구철모
    • Journal of Information Technology Applications and Management
    • /
    • 제19권2호
    • /
    • pp.117-134
    • /
    • 2012
  • Cluster industries are geographically concentrated and inter-connected by the flow of goods and services, which is stronger than the flow linking them to the rest of the economy. Photonics industries are one of the fastest growing high-tech industries in the world today. Especially, the city of Gwangju(South Korea) industrial cluster, a specialized complex in photonics industry, produced remarkable results in developing high-quality technologies since it launched the cluster program in 2005. Gwangju photonics industrial cluster will be ranked top level of the world photonics industry. In this sense, this study is aimed at proposing a new research model in which corporate performance influence factors of photonics industrial cluster (i.e., business environment, cooperative relationship, and industry-university-research institute partnership) affect absorptive capacity positively, leading to corporate performance eventually. This study developed a research model to explain the Korean photonics industrial cluster effects, and collected 91 survey responses from photonics based company managers in industrial cluster complex. To prove the validity of the proposed research model, PLS analysis is applied with valid 91 questionnaires. By employing PLS technique, the measurement reliability and validity of research variables are tested and the path analysis is conducted to do the hypothesis testing. In brief, the finding of this study suggests that corporate performance influence factors of photonics industrial cluster affect absorptive capacity positively, and corporate performance as well.

건기와 우기시 낙동강 유역 분류식 하수관거의 유입수/침입수의 분석 (Analysis of Infiltration/Inflow at Dry and Rainfall Periods in Separated Sewer System of Nakdong River Basin)

  • 구정은;이홍신;손건태;이성억;이승환
    • 상하수도학회지
    • /
    • 제25권1호
    • /
    • pp.75-84
    • /
    • 2011
  • This study was conducted to provide a basic information for the establishment of operation and treatment processes in sewer system of Nakdong river basin to minimize the overall pollutants loading to water body. Sewage flowrates were regularly measured and monitored at various sampling points of newly-built separated sewer system located in G City GA sites. To assess the inflow sewage flowrate, various calculating methods such as water-use evaluation, average-minimum daily flow quality evaluation, minimum daily flow evaluation, night water-use evaluation were used. Average I/Is were calculated except water-use evaluation. Average I/Is were found to be 6.5 $m^{3}/d$, 3.5 $m^{3}/d$, 7.7 $m^{3}/d$ at GA-1, GA-2, GA-3 points respectively. I/I ratios of three areas were found to be 4.8 %, 2.0 % and 2.7 % respectively and were obviously lower than those of the other separated sewer systems as shown in the previous studies.

공기 변화량 분포를 이용한 효율적인 인버터타입 압축기 시스템 (Efficient Inverter Type Compressor System using the Distribution of the Air Flow Rate)

  • 심재용;김용철;노영빈;정회경
    • 한국정보통신학회논문지
    • /
    • 제19권10호
    • /
    • pp.2396-2402
    • /
    • 2015
  • 공기압축기는 공장 및 설비 가동에 사용되는 필수 장비로써 미국 산업용 전기의 약 30%를 소비하고 있으며, 소비전력 절감을 위해 고급화된 기술 방안들이 제시되고 있다. 압축공기 변화량의 진폭변동이 작을 경우 시스템 안정성이 증가하며, 소비전력을 절감시켜 효율적인 에너지 시스템 설계를 가능하게 한다. 일반적으로 통계적 분석에서는 데이터의 분포를 정규분포, 로그정규분포, 감마분포 등을 이용하여 나타내지만, 압축공기 변화량을 나타내는 데이터처럼 긴 꼬리를 가지는 경우, 한 가지의 분포를 적용하는 것은 적합하지 않을 수 있다. 이에 따라, 본 논문에서는 압축공기의 변화량과 관련된 데이터를 두 개의 영역으로 나눈 혼합분포함수를 적용하여 평균전력 절감 가능성을 제시하였다. 이는 압축공기 변화량이 충분히 큰 수를 초과하는 영역에서는 가우시안 분포보다는 일반 파레토 분포가 더 정확한 퀀타일 값을 추정하는 데에 적합하기 때문이다.

Optimization of filling process in RTM using genetic algorithm

  • Kim, Byoung-Yoon;Nam, Gi-Joon;Ryu, Ho-Sok;Lee, Jae-Wook
    • Korea-Australia Rheology Journal
    • /
    • 제12권1호
    • /
    • pp.83-92
    • /
    • 2000
  • In resin transfer molding (RTM) process, preplaced fiber mat is set up in a mold and thermoset resin is injected into the mold. An important interest in RTM process is to minimize cycle time without sacrificing part quality or increasing cost. In this study, the numerical simulation and optimization process in filling stage were conducted in order to determine the optimum gate locations. Control volume finite element method (CVFEM) was used in this numerical analysis with the coordinate transformation method to analyze the complex 3-dimensional structure. Experiments were performed to monitor the flow front to validate simulation results. The results of numerical simulation predicted well the experimental results with every single, simultaneous and sequential injection procedure. We performed the optimization analysis for the sequential injection procedure to minimize fill time. The complex geometry of an automobile bumper core was chosen. Genetic algorithm was used in order to determine the optimum gate locations with regard to 3-step sequential injection case. These results could provide the information of the optimum gate locations in each injection step and could predict fill time and flow front.

  • PDF

동경만의 생태계모델 결과와 위성자료의 비교연구 (Comparison Study between Results of Ecosystem Model and Satellite Data in the Tokyo Bay)

  • 이성애;스키모리 야스히로;김영섭
    • 한국지리정보학회지
    • /
    • 제7권1호
    • /
    • pp.20-27
    • /
    • 2004
  • 일본 동경만의 흐름양상과 생물플럭스의 분포특성을 역학-생태계모델을 통해 구현하고, 위성자료에서 얻어진 영상과 비교 분석하였다. 모델의 초기치와 경계치는 2001년 3월의 관측값들을 이용하였다. 운용된 모델 결과에서 얻어진 동경만의 흐름양상과 염분분포 등은 선행연구들과 대체로 일치하며 모델의 재현성을 어느 정도 신뢰할 수 있었다. NOAA/AVHRR에서 추정된 SST는 모델결과에 비해 전체적인 분포양상은 아주 유사하였으나, 만입구에서 $2.5^{\circ}C$정도, 내만에서 $0.5^{\circ}C$ 정도 높게 추정되었다. 위성에서 얻어진 클로로필-a 분포는 모델결과의 식물플랑크톤분포와 그 양상이 비슷하나, 농도는 상당한 차이가 나는 것을 확인할 수 있었다. 이러한 불일치에 관해서는 앞으로도 계속적인 연구가 수행될 예정이다.

  • PDF