• 제목/요약/키워드: Large-scale Analysis Data

검색결과 1,143건 처리시간 0.032초

국내외 수전해 기술 및 대규모 실증 프로젝트 진행 현황 (Current Status of Water Electrolysis Technology and Large-scale Demonstration Projects in Korea and Overseas)

  • 백종민;김수현
    • 한국수소및신에너지학회논문집
    • /
    • 제35권1호
    • /
    • pp.14-26
    • /
    • 2024
  • Global efforts continue with the goal of transition to a "carbon neutral (net zero)" society with zero carbon emissions by 2050. For this purpose, the technology of water electrolysis is being developed, which can store electricity generated from renewable energies in large quantities and over a long period of time as hydrogen. Recently, various research and large-scale projects on 'green hydrogen', which has no carbon emissions, are being conducted. In this paper, a comparison of water electrolysis technologies was carried out and, based on data provided by the International Energy Agency (IEA), large-scale water electrolysis demonstration projects were analyzed by classifying them by technology, power supply, country and end user. It is expected that through the analysis of large-scale water electrolysis demonstration projects, research directions and road maps can be provided for the development/implementation of commercial projects in the future.

사물인터넷 환경에서 대용량 스트리밍 센서데이터의 실시간·병렬 시맨틱 변환 기법 (Real-time and Parallel Semantic Translation Technique for Large-Scale Streaming Sensor Data in an IoT Environment)

  • 권순현;박동환;방효찬;박영택
    • 정보과학회 논문지
    • /
    • 제42권1호
    • /
    • pp.54-67
    • /
    • 2015
  • 최근 사물인터넷 환경에서는 발생하는 센서데이터의 가치와 데이터의 상호운용성을 증진시키기 위해 시맨틱웹 기술과의 접목에 대한 연구가 활발히 진행되고 있다. 이를 위해서는 센서데이터와 서비스 도메인 지식의 융합을 위한 센서데이터의 시맨틱화는 필수적이다. 하지만 기존의 시맨틱 변환기술은 정적인 메타데이터를 시맨틱 데이터(RDF)로 변환하는 기술이며, 이는 사물인터넷 환경의 실시간성, 대용량성의 특징을 제대로 처리할 수 없는 실정이다. 따라서 본 논문에서는 사물인터넷 환경에서 발생하는 대용량 스트리밍 센서데이터의 실시간 병렬처리를 통해 시맨틱 데이터로 변환하는 기법을 제시한다. 본 기법에서는 시맨틱 변환을 위한 변환규칙을 정의하고, 정의된 변환규칙과 온톨로지 기반 센서 모델을 통해 실시간 병렬로 센서데이터를 시맨틱 변환하여 시맨틱 레파지토리에 저장한다. 성능향상을 위해 빅데이터 실시간 분석 프레임워크인 아파치 스톰을 이용하여, 각 변환작업을 병렬로 처리한다. 이를 위한 시스템을 구현하고, 대용량 스트리밍 센서데이터인 기상청 AWS 관측데이터를 이용하여 제시된 기법에 대한 성능평가를 진행하여, 본 논문에서 제시된 기법을 입증한다.

대규모 구조해석을 위한 보조기억장치 활용 선형 직접해법 (An Out of Core Linear Direct Solution Method for Large Scale Structural Analysis)

  • 김민기;김승조
    • 한국항공우주학회지
    • /
    • 제42권6호
    • /
    • pp.445-452
    • /
    • 2014
  • 본 논문은 제한된 계산 자원을 가진 환경에서 대규모 구조해석을 위해 고안된 보조기억장치를 활용하는 선형 직접해법에 대해 논의한다. 대용량 구조해석은 많은 기억공간과 계산량을 요구하기에 계산 자원이 부족할 경우 보조기억장치를 활용하는 해법을 개발할 필요가 있다. 본 연구는 한정된 주기억장치의 활용성을 극대화하고 상대적으로 느린 보조기억장치 저장량을 최소화하는 다중프론트 해법의 알고리즘을 소개한다. 구조해석 문제의 대칭성을 활용한 스택 공간 사용 기법과 역순 스택 자료 구조, 데이터 블록 크기에 따른 선택적 저장 기법과 데이터 복원 기법을 제시하였다. 본문에서 논의된 방법들을 적용한 다중프론트 해법이 여러 성능비교 문제에서 더 나은 계산 성능을 보임을 확인할 수 있다.

Application of satellite image data to management plan of large-scale irrigation projects

  • Torii, Kiyoshi;Yaota, Kiyoyuki;Hata, Takeshi;Abdelhadi, A.W.
    • 대한원격탐사학회:학술대회논문집
    • /
    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
    • /
    • pp.1233-1235
    • /
    • 2003
  • We are studying large-scale irrigation projects of 100,000 ha to 1,000,000 ha in the world with emphasis on their historical courses of development, geographical conditions, water managements, planting conditions and landuse changes. Recent advancement in GIS/remote sensing techniques has enabled us to proceed studies in this field in more details. Here, we describe the results of analysis on distribution of irrigation canals, three-dimensional shape of the irrigation area and planting conditions of agricultural products investigated last year in Gezira irrigation project, Sudan, using Landsat 7 ETM data and DEM supplied by USGS.

  • PDF

에어로솔-구름-강수 상호작용 (CAPI) 연구를 위한 관측 방법론 고찰 (A Review of the Observation-based Framework for the Study of Aerosol-Cloud-Precipitation Interactions (CAPI))

  • 김병곤
    • 대기
    • /
    • 제22권4호
    • /
    • pp.437-447
    • /
    • 2012
  • There is still large uncertainty in estimating aerosol indirect effect despite ever-escalating efforts and virtually exponential increase in published studies concerning aerosol-cloud-precipitation interactions (CAPI). Probably most uncertainty comes from a wide range of observational scales and different platforms inappropriately used, and inherent complex chains of CAPI. Therefore, well-designed field campaigns and data analysis are required to address how to attribute aerosol signals along with clouds and precipitation to the microphysical effects of aerosols. Basically, aerosol influences cloud properties at the microphysical scales, "process scale", but observations are generally made of bulk properties over a various range of temporal and spatial resolutions, "analysis scale" (McComiskey & Feingold, 2012). In the most studies, measures made within the wide range of scales are erroneously treated as equivalent, probably resulting in a large uncertainty in associated with CAPI. Therefore, issues associated with the disparities of the observational resolution particular to CAPI are briefly discussed. In addition, the dependence of CAPI on the cloud environment such as stability and adiabaticity, and observation characteristics with varying situations of CAPI are also addressed together with observation framework optimally designed for the Korean situation. Properly designed and observation-based CAPI studies will likely continue to accumulate new evidences of CAPI, to further help understand its fundamental mechanism, and finally to develop improved parameterization for cloud-resolving models and large scale models.

3D/BIM Applications to Large-scale Complex Building Projects in Japan

  • Yamazaki, Yusuke;Tabuchi, Tou;Kataoka, Makoto;Shimazaki, Dai
    • 국제초고층학회논문집
    • /
    • 제3권4호
    • /
    • pp.311-323
    • /
    • 2014
  • This paper introduces recent applications of three-dimensional building/construction data modeling (3D) and building information modeling (BIM) to large-scale complex building construction projects in Japan. Recently, BIM has been utilized as a tool in construction process innovation through planning, design, engineering, procurement and construction to establish a front-loading-type design building system. Firstly, the background and introduction processes of 3D and BIM are described to clarify their purposes and scopes of applications. Secondly, 3D and BIM applications for typical large-scale complex building construction projects to improve planning and management efficiency in building construction are presented. Finally, future directions and further research issues with 3D and BIM applications are proposed.

Identification of flutter derivatives from full-scale ambient vibration measurements of the Clifton Suspension Bridge

  • Nikitas, Nikolaos;Macdonald, John H.G.;Jakobsen, Jasna B.
    • Wind and Structures
    • /
    • 제14권3호
    • /
    • pp.221-238
    • /
    • 2011
  • The estimated response of large-scale engineering structures to severe wind loads is prone to modelling uncertainties that can only ultimately be assessed by full-scale testing. To this end ambient vibration data from full-scale monitoring of the historic Clifton Suspension Bridge has been analysed using a combination of a frequency domain system identification method and a more elaborate stochastic identification technique. There is evidence of incipient coupling action between the first vertical and torsional modes in strong winds, providing unique full-scale data and making this an interesting case study. Flutter derivative estimation, which has rarely previously been attempted on full-scale data, was performed to provide deeper insight into the bridge aerodynamic behaviour, identifying trends towards flutter at higher wind speeds. It is shown that, as for other early suspension bridges with bluff cross-sections, single-degree-of-freedom flutter could potentially occur at wind speeds somewhat below requirements for modern designs. The analysis also demonstrates the viability of system identification techniques for extracting valuable results from full-scale data.

대학 캠퍼스 공간적 지표에 의한 유형화에 관한 연구 (A Study on the Classification by the Spatial Index of the University Campuses)

  • 김천일;신소영;김익환
    • 교육시설 논문지
    • /
    • 제23권4호
    • /
    • pp.3-10
    • /
    • 2016
  • This paper presents the investigation results on the classification of the university campuses. For the classification, we selected the spatial index as the evaluation indicator since the environmental factors and maintenance methods vary from university campus to university campus. For the study, we used eight spatial indices of the 30 national universities. This paper provides the spatial characteristics of different campus types, presents campus classification analysis as a future research approach to campus maintenance, and provides the data for the future study of comparison among universities. The results are as follows. 1) The classification investigation categorized the university campuses into three groups. Type 1 is a large-scale type, located near downtown. Type 2 is a medium-scale type, located at a remote site from downtown. Type 3 is a small-scale type, which is located comparatively near downtown. 2) Type 1 is a large-scale mixed area type, and 13 universities belong to this group. Type 2 is a medium-scale suburban area type, and six universities are in this group. Finally, Type 3 is a small-scale downtown area type, and 11 universities belong to this group.

Optimal Provider Mobility in Large-Scale Named- Data Networking

  • Do, Truong-Xuan;Kim, Younghan
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제9권10호
    • /
    • pp.4054-4071
    • /
    • 2015
  • Named-Data Networking (NDN) is one of the promising approaches for the Future Internet to cope with the explosion and current usage pattern of Internet traffic. Content provider mobility in the NDN allows users to receive real-time traffic when the content providers are on the move. However, the current solutions for managing these mobile content providers suffer several issues such as long handover latency, high cost, and non-optimal routing path. In this paper, we survey main approaches for provider mobility in NDN and propose an optimal scheme to support the mobile content providers in the large-scale NDN domain. Our scheme predicts the movement of the provider and uses state information in the NDN forwarding plane to set up an optimal new routing path for mobile providers. By numerical analysis, our approach provides NDN users with better service access delay and lower total handover cost compared with the current solutions.

DEVELOPMENT PROCESS OF INFORMATION FLOW RETRIEVAL SYSTEM FOR LARGE-SCALE CONSTRUCTION PROJECTS

  • Jinho Shin;Hyun-soo Lee ;Moonseo Park;Jung-ho Yu;Jungseok Kim
    • 국제학술발표논문집
    • /
    • The 4th International Conference on Construction Engineering and Project Management Organized by the University of New South Wales
    • /
    • pp.556-560
    • /
    • 2011
  • Players of construction projects proceed with each work process by information gathering, modification and communication. Due to the complex and long-span lifecycle projects increased, it became more important to grasp this mechanism for the successful project performance in construction project. Hence, most project information management systems or knowledge management systems equip information retrieval system. There are two logic to infer the meaning of retrieval target; inductive reasoning and deductive reasoning. The former is based on metadata explaining the target and the later is based on relation between data. To infer the information flow, it is necessary to define the correlation between players and work processes. However, most established information retrieval systems are based on index search system and it is not focused on correlation between data but data itself. Thus, this research aims to research on process of information flow retrieval system for large-scale construction projects.

  • PDF