• 제목/요약/키워드: Field-data collection

검색결과 594건 처리시간 0.031초

Online correction of drift in structural identification using artificial white noise observations and an unscented Kalman Filter

  • Chatzi, Eleni N.;Fuggini, Clemente
    • Smart Structures and Systems
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    • 제16권2호
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    • pp.295-328
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    • 2015
  • In recent years the monitoring of structural behavior through acquisition of vibrational data has become common practice. In addition, recent advances in sensor development have made the collection of diverse dynamic information feasible. Other than the commonly collected acceleration information, Global Position System (GPS) receivers and non-contact, optical techniques have also allowed for the synchronous collection of highly accurate displacement data. The fusion of this heterogeneous information is crucial for the successful monitoring and control of structural systems especially when aiming at real-time estimation. This task is not a straightforward one as measurements are inevitably corrupted with some percentage of noise, often leading to imprecise estimation. Quite commonly, the presence of noise in acceleration signals results in drifting estimates of displacement states, as a result of numerical integration. In this study, a new approach based on a time domain identification method, namely the Unscented Kalman Filter (UKF), is proposed for correcting the "drift effect" in displacement or rotation estimates in an online manner, i.e., on the fly as data is attained. The method relies on the introduction of artificial white noise (WN) observations into the filter equations, which is shown to achieve an online correction of the drift issue, thus yielding highly accurate motion data. The proposed approach is demonstrated for two cases; firstly, the illustrative example of a single degree of freedom linear oscillator is examined, where availability of acceleration measurements is exclusively assumed. Secondly, a field inspired implementation is presented for the torsional identification of a tall tower structure, where acceleration measurements are obtained at a high sampling rate and non-collocated GPS displacement measurements are assumed available at a lower sampling rate. A multi-rate Kalman Filter is incorporated into the analysis in order to successfully fuse data sampled at different rates.

구간 통행시간정보 평가를 위한 기준장비 개발 및 평가 방법 연구 (Method and Reference Equipment for Evaluation of Travel Time Information)

  • 전현명;조용성;안선영;임성한
    • 한국ITS학회 논문지
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    • 제21권1호
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    • pp.64-75
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    • 2022
  • 현재 ITS 성능평가는 교통정보 수집 장비에 대한 평가를 중심으로 시행하고 있다. 하지만 교통정보 수집 장비에 대한 평가만으로는 도로 이용자에게 제공되는 교통정보의 신뢰성을 보장할 수 없기 때문에 ITS 서비스를 평가할 수 있는 제도적인 뒷받침이 필요하다. 본 연구에서는 도로 이용자가 제공받는 구간 통행시간정보의 정확도를 평가할 수 있는 방법을 검토하였다. 그리고 실제 도로에서 데이터를 수집하기 위하여 이동식 평가 기준장비를 개발하였다. 개발한 평가 기준장비에 대한 성능평가와 현장 여건을 고려한 평가 방법을 마련하기 위해, 서울청 관할 국도 2개 구간에서 시범평가를 수행하였다. 평가 결과, 서울청에서 제공하는 통행시간정보는 90% 이상의 정확도로 높게 나타났다. 시범평가 결과를 바탕으로 표본 수를 늘리기 위한 기준장비 검지 방식 개선과 수집지점 위치 조정에 대한 사항을 논의하였다.

농업용수관리를 위한 RFID 기반 무선 센서 네트워크 개발 (Wireless Sensor Network Development using RFID for Agricultural Water Management)

  • 남원호;김태곤;최진용;김진택;나민철
    • 한국농공학회논문집
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    • 제53권5호
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    • pp.43-51
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    • 2011
  • Irrigation facilities are spread over demand area in a low density and exposed in the field requiring efficient operation and maintenance. Thus, it could be more efficient to manage an irrigation system when it is with wireless sensor network (WSN) using RFID (Radio Frequency Identification) application. A WSN, a kind of ubiquitous sensor network composed of wireless network, RFID and database management system was developed for agricultural water management in terms of operational status and maintenance requirements. Identification code for RFID tag was designed and an application for RFID reader was developed for field data collection, and a database management system was constructed for managing irrigation facility attributes. The system was installed in I-dong irrigation districts in Gyounggi-province, Korea and the operated results showed the applicability of the WSN for agricultural water management.

국지성 집중호우로 인한 인제군 산사태 발생 특성 및 원인 분석 (Analyses of Characteristics and Causes of Landslides due to Locally Concentrated Heavy Rainfall in Inje Area)

  • 이동원;변인호;유남재
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2010년도 추계 학술발표회 2차
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    • pp.161-170
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    • 2010
  • This paper is results of analyzing causes of damage and rainfall characteristics to investigate characteristics of landslide occurrence and its causes at Inje area in Gangwondo around July in 2006 through collection of related data, literature review and field reconnaissance. From results of analyzing the geometrical characteristics of landslide slope, the slope width of showing the most probable frequency were in the range of 10~50m and the most frequent slope angle was in the range of $30{\sim}40^{\circ}$. The most probable elevation of slope was 200~300m. For the slope direction of landslides, the most frequent directions were NW and SE.

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Digital Holographic Microscopy with extended field of view using tool for generic image stitching

  • Stepien, Piotr;Korbuszewski, Damian;Kujawinska, Malgorzata
    • ETRI Journal
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    • 제41권1호
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    • pp.73-83
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    • 2019
  • This paper describes in detail the processing path leading to successful phase images stitching in digital holographic microscope for the extension of the field of view. It applies FIJI Grid/Collection Stitching Plugin, which is a general tool for images stitching, non-specific for phase images. The FIJI plugin is extensively supported by aberration and phase offset correction. Comparative analysis of different aberration correction methods and data processing strategies is presented, together with the critical analysis of their applicability. The proposed processing path provides good background for statistical phase analysis of cell cultures and digital phase pathology.

농촌계획지원용 지역자원평가시스템 구축(IV) - 사례지역 적용연구 - (Resources Evaluation System for Rural Planning Purposes(IV) - Application Study to the Case Areas -)

  • 최수명;한경수;황한철
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 1998년도 학술발표회 발표논문집
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    • pp.198-203
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    • 1998
  • This study, a sub-one of comprehensive research works titled under “Rural Resources Evaluation System”, tried to verify utility/applicability of the developed model system through the case study works on 3 sample villages, Backya, Uyan and Suyu, representing the lowland, upland and seashore villages respectively. From the various surveying and collecting works including the official/statistical data collection, map analysis, insitu investigation, field survey and written material review, the original data set were obtained and manipulated into final input data for resources grading. After then, by the automatized calculation procedure of “Rural Resources Evaluation System”, score results for resources evaluation were finally produced with the total maximum score being 1,000. Through comparing works among score results of 3 case villages and between score results and areal characteristics of each case village, the applicability of the system developed in this study was well confirmed.

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중요도-성취도 분석을 이용한 도시분원의 원리방법에 관한 연구 -어린이대공원을 사례로- (Application of importance-performance analysis to management of urban parks - Case study in the children's Grand park-)

  • 홍성권
    • 한국조경학회지
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    • 제23권3호
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    • pp.94-105
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    • 1995
  • Purposes of this study were to apply and examine that the importance-performance analysis(IPA) could be a useful park management tool. The IPA is an easily-applied technique developed in marketing field to measure attribute importance and performance. It displays them simultaneously on a 4-quardrant action grid; therefore, park managers can upgrade current services and address marketing strategies for various user segments. The children's grand park was selected as a study are. Two different types of questionaires were utilized for data analyses. They were collected from one respondent by on-site distribution or by mail survey, because attribute importance and performance should be rated before and after visiting a park, respectively. Then, total data was segmented systematically by 2 variables-age and benefit sought. Action grids from order to meet the needs of each segment. Several comments on both data collection methods and segment variables selection were described to improve the IPA in recreation settings for future researches.

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Exploring Students Competencies to be Creative Problem Solvers With Computational Thinking Practices

  • Park, Young-Shin;Park, Miso
    • 한국지구과학회지
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    • 제39권4호
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    • pp.388-400
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    • 2018
  • The purpose of this study was to explore the nine components of computational thinking (CT) practices and their operational definitions from the view of science education and to develop a CT practice framework that is going to be used as a planning and assessing tool for CT practice, as it is required for students to equip with in order to become creative problem solvers in $21^{st}$ century. We employed this framework into the earlier developed STEAM programs to see how it was valid and reliable. We first reviewed theoretical articles about CT from computer science and technology education field. We then proposed 9 components of CT as defined in technology education but modified operational definitions in each component from the perspective of science education. This preliminary CTPF (computational thinking practice framework) from the viewpoint of science education consisting of 9 components including data collection, data analysis, data representation, decomposing, abstraction, algorithm and procedures, automation, simulation, and parallelization. We discussed each component with operational definition to check if those components were useful in and applicable for science programs. We employed this CTPF into two different topics of STEAM programs to see if those components were observable with operational definitions. The profile of CT components within the selected STEAM programs for this study showed one sequential spectrum covering from data collection to simulation as the grade level went higher. The first three data related CT components were dominating at elementary level, all components of CT except parallelization were found at middle school level, and finally more frequencies in every component of CT except parallelization were also found at high school level than middle school level. On the basis of the result of CT usage in STEAM programs, we included 'generalization' in CTPF of science education instead of 'parallelization' which was not found. The implication about teacher education was made based on the CTPF in terms of science education.

Delamination and concrete quality assessment of concrete bridge decks using a fully autonomous RABIT platform

  • Gucunski, Nenad;Kee, Seong-Hoon;La, Hung;Basily, Basily;Maher, Ali
    • Structural Monitoring and Maintenance
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    • 제2권1호
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    • pp.19-34
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    • 2015
  • One of the main causes of a limited use of nondestructive evaluation (NDE) technologies in bridge deck assessment is the speed of data collection and analysis. The paper describes development and implementation of the RABIT (Robotics Assisted Bridge Inspection Tool) for data collection using multiple NDE technologies. The system is designed to characterize three most common deterioration types in concrete bridge decks: rebar corrosion, delamination, and concrete degradation. It implements four NDE technologies: electrical resistivity (ER), impact echo (IE), ground-penetrating radar (GPR), and ultrasonic surface waves (USW) method. The technologies are used in a complementary way to enhance the interpretation. In addition, the system utilizes advanced vision to complement traditional visual inspection. Finally, the RABIT collects data at a significantly higher speed than it is done using traditional NDE equipment. The robotic system is complemented by an advanced data interpretation. The associated platform for the enhanced interpretation of condition assessment in concrete bridge decks utilizes data integration, fusion, and deterioration and defect visualization. This paper concentrates on the validation and field implementation of two NDE technologies. The first one is IE used in the delamination detection and characterization, while the second one is the USW method used in the assessment of concrete quality. The validation of performance of the two methods was conducted on a 9 m long and 3.6 m wide fabricated bridge structure with numerous artificial defects embedded in the deck.

손상된 OOXML 파일에서의 데이터 추출 고도화 방안 연구 (Research on Advanced Methods for Data Extraction from Corrupted OOXML Files)

  • 김지윤;김민수;박우빈;정두원
    • 정보보호학회논문지
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    • 제34권2호
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    • pp.193-206
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    • 2024
  • 디지털 시대의 발전과 더불어, 디지털 자료의 중요성과 그로 인한 디지털 포렌식 수사의 필요성이 증가하고 있다. 그러나 디지털 증거의 수집 및 분석 과정에서 정보저장매체의 손상이나 안티포렌식 등으로 발생하는 주요 문제점인 손상된 파일의 데이터 식별 불가능으로 증거 수집이 원활하게 이뤄지지 않고 있다. 또한, 손상된 파일복구를 위한 기존 도구의 기술적 한계로 인해 복구에 어려움이 존재한다. 따라서 본 논문은 디지털 자료 생성에 활용되는 손상된 MS Office 파일의 복구 방안을 제시하고자 한다. 복구 방안 제시를 위하여 MS Office 파일 구조인 OOXML포맷을 분석하고, 기존 복구 도구의 한계를 극복하기 위한 새로운 접근 방식을 제시한다. 이를 통해 손상된 데이터를 보다 효율적으로 복구하고 식별할 수 있는 방안을 마련함으로써 디지털 포렌식 분야에서 증거 수집의 질을 향상하는데 기여하고자 한다.