• Title/Summary/Keyword: integrated data model

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Development of integrated river flow forecast model with data assimilation (자료동화를 연계한 통합하천유량예측모형 개발)

  • Lee, Byong-Ju;Choi, Jae-Cheon;Choi, Young-Jean
    • Proceedings of the Korea Water Resources Association Conference
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    • 2012.05a
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    • pp.250-250
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    • 2012
  • 하천유량 예측정보는 하천홍수를 잘 관리하기 위한 중요한 정보이다. 하천유량을 예측하기 위해서는 실제 기상상황이 잘 나타내는 관측 및 예측강우정보 구축, 대상유역의 수문반응특성을 잘 모의할 수 있는 유출모형 적용, 상류에 댐이 존재할 경우 저수지추적모형의 연계모의가 필요하다. 다만, 강우정보, 유출모형, 저수지추적모형은 항상 불확실성을 포함하고 있으며 어느 하나의 정보 또는 모형이 다른 것보다 항상 정확하기는 어렵다. 이러한 조건에서 하천유량을 잘 예측하기 위한 대안은 자료동화기법의 연계적용이라 할 수 있다. 본 연구에서는 관측유량 자료동화가 가능한 SURF 모형에 AUTO ROM 저수지추적방법을 연계하여 상류에 댐이 존재하는 유역에서도 하천유량을 예측할 수 있는 통합하천유량예측모형을 개발하였다. 적용유역은 한강유역을 채택하였으며 2002~2009년에 대해 모형을 구축하였다. 자료동화효과로 인해 유출모형만을 적용한 경우보다 유출모의 정확도가 높아지는 것을 확인하였다. 또한 저수지추적과정에서도 임의시점을 기준으로 과거기간에 대해서는 관측유입량과 방류량을 적용하고 미래기간에 대해서는 저수지추적을 통해 모의되며 이 결과로부터 저수위-유입량-방류량의 관계가 합리적으로 모의됨을 확인하였다. 이상의 결과로부터 하천유량예측을 위해서는 하천유량정보와 댐수문정보의 자료동화를 수행하므로써 하천유량 예측결과의 정확도를 향상시킬 수 있을 것으로 판단된다.

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Estimation of wind power generation of micro wind turbine on the roof of high rise buildings in urban area (도심 고층건물 지붕에서의 소형 풍력발전기 발전량 예측)

  • Choi, Hyung-Sik;Chang, Ho-Nam
    • New & Renewable Energy
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    • v.5 no.4
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    • pp.21-27
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    • 2009
  • Potential yield of micro wind turbine on the roof of urban high rise buildings is estimated. Urban wind profile is modeled as logarithmic profile above the mean building height with roughness length 0.8, displacement 7.5 m. Mean wind velocity from the meteorological agency data at the hight of 50m is used. Wind velocity changes are simulated on the rectangular roof of 26, 45, 53 degree pitch and the circular roof by computational fluid dynamics and RNG k-$\varepsilon$ turbulence models. Wind velocity increased approximately by a factor of the order of 270 % on the 26 degree pitched roof. In the 100 m and 200 m high buildings, wind enhancement is greater at the front side than at the center of the building. In the building arrangement model wind velocity changes abruptly and it becomes wind gusts. When commercial wind turbines are installed on the building roof, average power and annual power generation enhanced by 3~4 times than normal wind velocity at 50m and 6 kw wind turbine can generate 1053 kwh per month on the 26 degree pitched roof at 50m height and sufficiently supply electrical power with 15 household for common electrical use and food waste disposer. However, power output will vary significantly by the wind conditions in the order of $\pm$ 20 %.

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Developing a Method to Define Mountain Search Priority Areas Based on Behavioral Characteristics of Missing Persons

  • Yoo, Ho Jin;Lee, Jiyeong
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.37 no.5
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    • pp.293-302
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    • 2019
  • In mountain accident events, it is important for the search team commander to determine the search area in order to secure the Golden Time. Within this period, assistance and treatment to the concerned individual will most likely prevent further injuries and harm. This paper proposes a method to determine the search priority area based on missing persons behavior and missing persons incidents statistics. GIS (Geographic Information System) and MCDM (Multi Criteria Decision Making) are integrated by applying WLC (Weighted Linear Combination) techniques. Missing persons were classified into five types, and their behavioral characteristics were analyzed to extract seven geographic analysis factors. Next, index values were set up for each missing person and element according to the behavioral characteristics, and the raster data generated by multiplying the weight of each element are superimposed to define models to select search priority areas, where each weight is calculated from the AHP (Analytical Hierarchy Process) through a pairwise comparison method obtained from search operation experts. Finally, the model generated in this study was applied to a missing person case through a virtual missing scenario, the priority area was selected, and the behavioral characteristics and topographical characteristics of the missing persons were compared with the selected area. The resulting analysis results were verified by mountain rescue experts as 'appropriate' in terms of the behavior analysis, analysis factor extraction, experimental process, and results for the missing persons.

BIM and Fire Safety Engineering - Overview of State of The Art

  • Davidson, Anne;Gales, John
    • International Journal of High-Rise Buildings
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    • v.10 no.4
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    • pp.251-263
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    • 2021
  • Fire safety engineering is a critical specialization to include in the design of a tall building yet is often excluded from the Building Information Model (BIM) and integrated design process. The design of fire safety systems is interdependent with building/structural geometry, HVAC, mechanical, and electrical systems. A BIM is a 3D visual representation that stores data on these kinds of systems. The compatibility between BIM and fire safety design seems obvious yet has received a dearth of attention in structural (fire) engineering literature. The authors herein have reviewed over 40 recent papers on utilizing BIM for fire safety engineering, focusing on contemporary literature to obtain a more up-to-date review of the state-of-the-art. The resulting trends, technologies, research gaps, and methodologies are presented in this paper. Adoption of BIM in fire safety engineering is slow and behind other disciplines which may be improved if research involved more industry partners. For BIM technology to reach its potential, industry manufacturers need to provide high LOD fire BIM objects, fire engineers and researchers need to collaborate on future advancements, and building owners/management need to be educated on how to use the benefits provided.

A Study on the Attachment Building Process of Digital Products based on the User's Behavior (사용행동에 기반을 둔 디지털 제품의 애착형성과정 연구)

  • Hwang, Yeon-Hee
    • Journal of the Korea Convergence Society
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    • v.10 no.1
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    • pp.115-121
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    • 2019
  • This study presents "Indispensability" and "Irreplaceability" as new variables for studying the attachment process of digital products that are different from physical products. To analyze this quantitatively, we will set up an integrated model to explore how attachment can be formed through different product-user interactions and time value which are necessary for attachment formation. Analysis of 197 respondents' data for empirical analysis showed that system-centric interactions did not affect the duration of use, whereas user-centric interactions affected the duration of use. In addition, the effects of the period of use on the Indispensability and the Irreplaceability were demonstrated, and the effects on the Indispensability were greater than Irreplaceability.

Global Changing of Consumer Behavior to Retail Distribution due to Pandemic of COVID-19: A Systematic Review

  • TIMOTIUS, Elkana;OCTAVIUS, Gilbert Sterling
    • Journal of Distribution Science
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    • v.19 no.11
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    • pp.69-80
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    • 2021
  • Purpose: Consumers have unique behaviors that are classified based on their interests and considerations before buying. They are predicted will change due to the pandemic of COVID-19. This study provides insights for retailers about the dynamic of consumer behavior before and during the pandemic, including future predictions. Research design, data and methodology: The Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) statement was applied in this study. Seven studies that were selected from five databases meet the criteria for cohort and cross-sectional analyses of gender, age, store types, and environmental concerns. Results: Consumer's gender and age contribute to consumer behavior change. Both offline and online stores can be integrated as omnichannel rather than substitute each other. Product distribution and consumer budget need to be reevaluated by retailers, while internet security is the most essential factor when developing their online transactions. Conclusions: COVID-19 pandemic has a significant impact on changing consumer behavior in most countries. Retailers are encouraged to adapt to the changes by modifying their business model with technology. However, it is still speculated and cannot be generalized due to different cultural and contextual factors. Future studies are always needed to synchronize along with the transition of consumers' behavior.

The Relationship Between Urbanization, Education, and GDP Per Capita in Indonesia

  • HARYANTO, Tri;ERLANDO, Angga;UTOMO, Yoga
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.5
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    • pp.561-572
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    • 2021
  • This study aims to analyze the causality between GDP per capita, urbanization, and education. This also aims to determine the long-term and short-term relationships between economic urbanization, education, and GDP per capita by applying Vector Error Correction Model (VECM). Data was obtained from the World Bank and UNDP from 1990 to 2018. The estimation results showed that economic growth and education on urbanization have the strongest causality in VECM. Therefore, they are pull factors with a significant effect in the long and the short term. Some suggestions concerning policy implications were stated, and they include: forming area-based urbanization, where cities within one area are integrated, to get the impact of an agglomeration economy. Also, the government needs to accelerate the distribution of infrastructure and public facilities in various regions to avoid population density in one area due to urbanization, and government needs to pay attention to easier access to education and more equitable ones in various regions. On the contrary, after education is evenly distributed in all regions, the government needs to pay attention to transportation access and infrastructure.

Analysis of Free Vibration Characteristics of Tapered Friction Piles in Non-homogeneous Soil Layers (불균질 지반에 설치된 테이퍼 마찰말뚝의 자유진동 특성 분석)

  • Lee, Joon Kyu;Ko, Junyoung;Lee, Kwangwoo;Kim, Dongwook
    • Journal of the Korean Geosynthetics Society
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    • v.18 no.3
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    • pp.69-77
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    • 2019
  • This paper presents a new analytical model for estimating the free vibration of tapered friction piles. The governing differential equation for the free vibration of statically axially-loaded piles embedded in non-homogeneous soil is derived. The equation is numerically integrated by the Runge-Kutta method, and then the eigenvalue of natural frequency is determined by the Regula-Falsi scheme. For a cylindrical non-tapered pile, the computed natural frequencies compare well with the available data from literature. Numerical examples are presented to investigate the effects of the tapering, the skin friction resistance, the end condition of the pile, the vertical compressive loading, and the soil non-homogeneity on the natural frequency and mode shape of tapered friction piles.

Organizational Commitment and Loyalty: A Millennial Generation Perspective in Indonesia

  • 'AZZAM, Muhammad Abdullah;HARSONO, Mugi
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.3
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    • pp.1371-1383
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    • 2021
  • The study aims to investigate the organizational commitment and loyalty among millennial generation employees in Integrated Islamic Schools. The study gathered information and data from three different Islamic education institutions in Central Java, Indonesia. A total of 261 responses gathered using an online questionnaire distributed among millennial generation employees on each institution. The result then analyzed using confirmatory factor analysis with the help of SPSS and SEM AMOS. From the analysis, it is found that employee trust and satisfaction strongly impacted employee organizational commitment, and employee organizational commitment strongly impacted employee loyalty, both attitudinal and behavioral. Test for model robustness was also conducted accordingly within suggestions from the previous research, resulted in quite different findings especially in continuance commitment variable. This study pointed out the importance of trust and satisfaction to maintain the millennials employee, and the importance of millennial understanding especially in the education sector. This study provides the reference for future organizational commitment and loyalty study among the millennial generation especially in a growing nation like Indonesia and pointed out the importance of the generational study on organizational behavior topics.

Education needs for business ethics components among college students majoring in fashion (패션 전공 대학생들의 비즈니스 윤리 요소별 교육요구도)

  • Yoh, Eunah
    • The Research Journal of the Costume Culture
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    • v.28 no.6
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    • pp.801-814
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    • 2020
  • The purpose of this study was to explore the importance level, the present level, and the educational need for 21 business ethics components among 2-year and 4-year college students majoring in fashion. Survey data of 364 students (128 students of 2-year colleges and 238 students of 4-year colleges) were analyzed through descriptive statistics, Borich's needs assessment for education, The Locus for Focus model, exploratory factor analysis, and t-test. The results showed five business ethics components ranked highly as educational needs among college students: 'reducing waste', 'using vegan materials', 'using human-friendly materials', 'strengthening sustainable technologies', and 'promoting workers' rights'. Those components should be integrated into curricula of fashion majors in colleges. Students in 4-year colleges considered most of 21 business ethics components as more important than did students at 2-year colleges. More needs for education were observed by 4-year college students in eight business ethics components than by 2-year college students. In addition, a positive attitude toward business ethics education and the suitability of business ethics education were higher among 4-year college students than 2-year college students. Results provide a guideline for business ethics education by indicating a list of business ethics components that urgently needed to be adapted to fashion curricula according to each college type.