• 제목/요약/키워드: Data Acquisition Technologies

검색결과 147건 처리시간 0.023초

AUTOMATED PROGRESS MEASUREHEMT FOR CONTRUCTION PROJECT

  • Seunghee Kang;Youngsoo Jung
    • 국제학술발표논문집
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    • The 3th International Conference on Construction Engineering and Project Management
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    • pp.1068-1074
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    • 2009
  • The progress is widely used as a critical index for successful construction project management. In spite of the importance of progress measurement, the excessive management effort to collect and maintain detailed data has been highlighted as a major barrier to measurement of highly accurate progress. In order to reduce the required workload and to enhance accuracy, several researches have been conducted. These researches can be categorized into two groups. First group focuses on automated data collection utilizing advanced technologies only for limited construction tasks. The second group is a research area where the standard progress measurement methodologies encompassing entire construction tasks are investigated. Topics include the adjusting the level of details, standardizing work processes, and applying flexible WBS. However, the techniques for automated data collection are not fully investigated yet in the second group. Combining these two research areas can provide a solution for more effective progress management in terms of enhancing accuracy and optimizing workload. However, there has been no comprehensive research addressing these two research groups in an integrated manner. In this context, the purpose of this paper is to propose a methodology that identifies the most suitable measurement method and data acquisition technology (e.g., GPS, RFID, etc.) for entire construction tasks of a project. The proposed methodology in this paper will be able to facilitate the selection process of data acquisition technologies for entire construction tasks of a project and to support the overall enhancement of automated progress management.

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유량 데이터 오차율 분석을 통한 최적의 유량데이터 취득방안 제안 (The Propose of Optimal Flow Data Acquisition by Error Rate Analysis of Flow Data)

  • 김윤하;최현주
    • 상하수도학회지
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    • 제31권3호
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    • pp.249-256
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    • 2017
  • Recently, application areas based on M2M (Machine-to-Machine communications) and IoT (Internet of Things) technologies are expanding rapidly. Accordingly, water flow and water quality management improvements are being pursued by applying this technology to water and sewage facilities. Especially, water management will collect and store accurate data based on various ICT technologies, and then will expand its service range to remote meter-reading service using smart metering system. For this, the error in flow rate data transmitting should be minimized to obtain credibility on related additional service system such as real time water flow rate analysis and billing. In this study, we have identified the structural problems in transmitting process and protocol to minimize errors in flow rate data transmission and its handling process which is essential to water supply pipeline management. The result confirmed that data acquisition via communication system is better than via analogue current values and pulse, and for communication method case, applying the industrial standard protocol is better for minimizing errors during data acquisition versus applying user assigned method.

Development of a Data Acquisition System for the Testing and Verification of Electrical Power Quality Meters

  • Simic, Milan;Denic, Dragan;Zivanovic, Dragan;Taskovski, Dimitar;Dimcev, Vladimir
    • Journal of Power Electronics
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    • 제12권5호
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    • pp.813-820
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    • 2012
  • This paper presents the development of a software supported acquisition system for metrological verification and testing of the equipment for monitoring and analysis of the basic electrical power quality parameters. The described procedure consists of two functionally connected segments. The first segment involves generation of the reference three-phase voltage signals, including the possibility of simulation of the various power quality disturbances, typical for electrical power distribution networks. The second part of this procedure includes the real-time recording of power quality disturbances in three-phase distribution networks. The procedure is functionally supported by the virtual instrumentation concept, including a software application developed in LabVIEW environment and data acquisition boards NI 6713 and NI 9215A. The software support of this system performs graphical presentation of the previously generated and recorded signal waveforms. A number of the control functions and buttons, implemented on the virtual instrument front panels, are provided to adjust the basic signal acquisition, generation and recording parameters.

건설 산업에서의 3차원 공간 모델링을 위한 플래시 레이다의 적용성 검토에 관한 연구 (Applicability of Flash LADAR to 3D Spatial Information Acquisition on a Construction Site;Performance Review)

  • 손효주;김창완;유지연;김형관;한승헌;김문겸
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2007년도 정기학술발표대회 논문집
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    • pp.909-914
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    • 2007
  • 건설 프로젝트가 점차 대형화, 복잡화, 전문화 되면서 지속적으로 변화하는 건설 환경에 대응할 수 있는 프로젝트 관리 기법 개발에 대한 요구가 증가하고 있다. 건설 프로젝트의 특성상 관리 기법은 건설 현장이나 구조물의 유지 관리 단계에서 발생하는 방대한 양의 정보를 실시간으로 수집하고 처리하여 표현할 수 있어야 한다. 이를 위해 국내외적으로 실시간 3차원 공간 모델링 방법의 개발에 대한 연구가 활발히 진행되고 있으며, 실시간 3D 공간 정보 획득은 모델링을 위한 필수 요소라 할 수 있다. 최근 개발된 플래시 레이다는 실시간으로 주변 환경에 대한 3차원 공간 정보 획득이 가능하도록 하는 장비로 건설 산업에서의 3차원 공간 모델링 시스템에 가장 적합한 기술이라 할 수 있다. 본 논문에서는 보다 정확한 3차원 공간 모델링을 위해 플래시 레이다의 장비 성능을 파악하고, 실험을 통해 이를 이용하여 획득한 3차원 공간 데이터의 정확성을 검증함으로써 건설현장에 대한 장비의 적용성을 검토하고자 한다.

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Cloud computing for handling data from traffic sensing technologies and on-board diagnostics

  • Nkenyereye, Lionel;Jang, Jong-wook
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2014년도 추계학술대회
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    • pp.488-491
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    • 2014
  • Based on a complete understanding research in Information and Communication Technologies (ICT), the Intelligent Transport Systems rapidly build up innovative applications to ensure real time attainment as well remote management of driven information, provide a huge range of services and involve many actors in automotive ecosystem. In this paper, we present an intelligent cloud computing for handling data received from traffic sensing technologies. Transportations technologies applied in ITS have played a great role in collecting data from devices deployed in vehicles and highway infrastructures utilizing broadband wireless technologies to the Cloud. In order to facilitate the interested in automotive industry to use data collected and afford services to the car's owner, a scalable acquisition, access to computing resources and offered services are the primary goal of the proposed cloud computing.

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활성 상태의 NAS 시스템 상에서 내부 데이터 수집 기법 연구 (The Method for Data Acquisition on a Live NAS System)

  • 서형민;김도현;이상진
    • 정보보호학회논문지
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    • 제25권3호
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    • pp.585-594
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    • 2015
  • 최근 데이터의 대용량화로 인해 스토리지 시장이 커짐에 따라 디지털 포렌식 관점에서 클라우드 및 USB, 외장 하드와 같은 저장 매체에 대한 연구가 꾸준히 진행되고 있다. 하지만 TB 단위 이상의 대용량 데이터 저장이 가능하며 기업용 저장 장치 뿐만 아니라 개인용 저장 장치로도 많이 사용되고 있는 NAS에 대한 연구는 부족한 실정이다. 본 논문에서는 NAS 제품 중 국내의 시장에서 점유율이 높은 소형 NAS 두 개, 대형 NAS에서 한 개의 제품을 선정하여 활성상태의 NAS에서 내부 데이터 수집을 위한 디지털 포렌식 조사 절차와 기법을 제안한다.

3D GIS를 위한 3차원 구조화 및 처리기술 분석 (Analysis of 3D Data Structuring and Processing Techniques for 3D GIS)

  • 구흥대;정동기;유환희
    • 한국측량학회:학술대회논문집
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    • 한국측량학회 2004년도 춘계학술발표회논문집
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    • pp.375-382
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    • 2004
  • Lately, 3D GIS begins to be widely used in many application fields. In this research, we proposed a survey and analysis result of research trends for 3D GIS technologies-acquisition of 3D spatial data, 3D features structuring, 3D visualization, data query, and transmission etc. The result is expected to give the helpful information for constructing research road-map on development of 3D GIS technologies.

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STATISTICAL MODELLING USING DATA MINING TOOLS IN MERGERS AND ACQUISITION WITH REGARDS TO MANUFACTURE & SERVICE SECTOR

  • KALAIVANI, S.;SIVAKUMAR, K.;VIJAYARANGAM, J.
    • Journal of applied mathematics & informatics
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    • 제40권3_4호
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    • pp.563-575
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    • 2022
  • Many organizations seek statistical modelling facilitated by data analytics technologies for determining the prediction models associated with M&A (Merger and Acquisition). By combining these data analytics tool alongside with data collection approaches aids organizations towards M&A decision making, followed by achieving profitable insights as well. It promotes for better visibility, overall improvements and effective negotiation strategies for post-M&A integration. This paper explores on the impact of pre and post integration of M&A in a standard organizational setting via devising a suitable statistical model via employing techniques such as Naïve Bayes, K-nearest neighbour (KNN), and Decision Tree & Support Vector Machine (SVM).

Analysis of GPS Signal Acquisition Performance

  • Li, Xiaofan;Manandhar, Dinesh;Shibasaki, Ryosuke
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2006년도 International Symposium on GPS/GNSS Vol.2
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    • pp.229-234
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    • 2006
  • Acquisition is to detect the presence of the GPS signal. Once the signal is detected, the estimated frequency and code phase are passed to a tracking loop to demodulate the navigation data. In order to detect the weak signal, multiple length of data integration is always needed. In this paper, we present five different acquisition approaches based on circular correlation and Fast Fourier Transform (FFT), using coherent as well as non-coherent integration techniques for the multiple length of collected GPS satellite signal. Moreover a general approach of determining the acquisition threshold is introduced based on noise distribution which has been proved effective, and independent of the hardware. In the end of this paper, the processing speed and acquisition gain of each method are illustrated, compared, and analyzed. The results show that coherent approach is much more time consuming compared to noncoherent approaches, and in the case of multiple length of data integration from 2ms to 8ms, the processing times consumed by the fastest non-coherent acquisition method are only 25.87% to 1.52% in a single search, and 34.76% to 1.06% in a global search of those in the coherent acquisition. However, coherent acquisition also demonstrates its better performance in the acquisition gain, and in the case of 8ms of data integration it is 4.23 to 4.41 dB higher than that in the non-coherent approaches. Finally, an applicable scheme of combining coherent and non-coherent acquisition approaches in the development of a real-time Software GPS receiver in the University of Tokyo is provided.

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진도관리 자동화를 위한 자료수집기술(DAT) 선정 방법 (Data Acquisition Technology (DAT) Selection Algorithm for Automated Progress Measurement and Management)

  • 강승희;정영수
    • 한국건설관리학회논문집
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    • 제13권1호
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    • pp.77-86
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    • 2012
  • 건설 프로젝트의 성과 측정 및 관리에 있어 진도관리는 기본적이며 핵심적인 업무기능이다. 오랜 기간 동안 다양한 진도 관리 기법이 연구 개발되고 있음에도 불구하고, 자료수집을 위한 과도한 업무부담은 체계화된 진도관리의 장애요소로 지적되어 왔다. 최근 자료수집기술(Data Acquisition Technology, DAT)의 발전은 자동화된 진도관리의 기회를 제공하고 하고 있다. 그럼에도 불구하고 지금까지의 DAT 연구는 특정 공종 또는 특정 기술에 집중하고 있어, 건설사업 전체의 진도관리 자동화에 대한 연구는 이루어지지 않았다. 이러한 관점에서, 본 연구는 건설사업 공종별 최적의 DAT를 선정하는 방법론을 제안하였다. DAT 선정방법은 각 공종별 진도측정의 방법, 대상, 범위, 기술 등의 유형을 분류하여, 이를 DAT 특성별로 최적치를 도출하는 알고리즘으로 구성된다. 제안된 방법론의 검증을 위하여 사례 프로젝트를 이용한 기계적 분석을 실시하고 또한 실무자 평가를 수행한 결과, 대부분 공종에서 동일한 결과를 얻었다. 또한 사례현장 평가결과 중의 하나로서, 노무자의 층별 출입정보를 RFID를 활용하여 측정하는 것이 가장 효율적이며 가장 많은 공종에 적용이 가능한 것으로 나타났다.