• 제목/요약/키워드: Civil Infrastructures

검색결과 301건 처리시간 0.026초

Canonical correlation analysis based fault diagnosis method for structural monitoring sensor networks

  • Huang, Hai-Bin;Yi, Ting-Hua;Li, Hong-Nan
    • Smart Structures and Systems
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    • 제17권6호
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    • pp.1031-1053
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    • 2016
  • The health conditions of in-service civil infrastructures can be evaluated by employing structural health monitoring technology. A reliable health evaluation result depends heavily on the quality of the data collected from the structural monitoring sensor network. Hence, the problem of sensor fault diagnosis has gained considerable attention in recent years. In this paper, an innovative sensor fault diagnosis method that focuses on fault detection and isolation stages has been proposed. The dynamic or auto-regressive characteristic is firstly utilized to build a multivariable statistical model that measures the correlations of the currently collected structural responses and the future possible ones in combination with the canonical correlation analysis. Two different fault detection statistics are then defined based on the above multivariable statistical model for deciding whether a fault or failure occurred in the sensor network. After that, two corresponding fault isolation indices are deduced through the contribution analysis methodology to identify the faulty sensor. Case studies, using a benchmark structure developed for bridge health monitoring, are considered in the research and demonstrate the superiority of the new proposed sensor fault diagnosis method over the traditional principal component analysis-based and the dynamic principal component analysis-based methods.

Autonomous vision-based damage chronology for spatiotemporal condition assessment of civil infrastructure using unmanned aerial vehicle

  • Mondal, Tarutal Ghosh;Jahanshahi, Mohammad R.
    • Smart Structures and Systems
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    • 제25권6호
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    • pp.733-749
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    • 2020
  • This study presents a computer vision-based approach for representing time evolution of structural damages leveraging a database of inspection images. Spatially incoherent but temporally sorted archival images captured by robotic cameras are exploited to represent the damage evolution over a long period of time. An access to a sequence of time-stamped inspection data recording the damage growth dynamics is premised to this end. Identification of a structural defect in the most recent inspection data set triggers an exhaustive search into the images collected during the previous inspections looking for correspondences based on spatial proximity. This is followed by a view synthesis from multiple candidate images resulting in a single reconstruction for each inspection round. Cracks on concrete surface are used as a case study to demonstrate the feasibility of this approach. Once the chronology is established, the damage severity is quantified at various levels of time scale documenting its progression through time. The proposed scheme enables the prediction of damage severity at a future point in time providing a scope for preemptive measures against imminent structural failure. On the whole, it is believed that the present study will immensely benefit the structural inspectors by introducing the time dimension into the autonomous condition assessment pipeline.

Determination of effective parameters on surface settlement during shield TBM

  • Kim, Dongku;Pham, Khanh;Park, Sangyeong;Oh, Ju-Young;Choi, Hangseok
    • Geomechanics and Engineering
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    • 제21권2호
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    • pp.153-164
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    • 2020
  • Tunnel excavation in shallow soft ground conditions of urban areas experiences inevitable surface settlements that threaten the stability of nearby infrastructures. Surface settlements during shield TBM tunneling are related to a number of factors including geotechnical conditions, tunnel geometry and excavation methods. In this paper, a database collected from a construction section of Hong Kong subway was used to analyze the correlation of settlement-inducing factors and surface settlements monitored at different locations of a transverse trough. The Pearson correlation analysis result revealed a correlation between the factors in consideration. Factors such as the face pressure, advance speed, thrust force, cutter torque, twin tunnel distance and ground water level presented a modest correlation with the surface settlement, while no significant trends between the other factors and the surface settlements were observed. It can be concluded that an integrated effect of the settlement-inducing factors should be related to the magnitude of surface settlements.

Side-NSM composite technique for flexural strengthening of RC beams

  • Hosen, Md. Akter;Jumaat, Mohd Zamin;Saiful Islam, A.B.M.;Salam, Md. Abdus;Kim, Hung Mo
    • Computers and Concrete
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    • 제20권4호
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    • pp.439-448
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    • 2017
  • Reinforced concrete (RC) infrastructures often require strengthening due to error in design, degradation of materials properties after prolong utilization and increases load carrying capacity persuaded by new use of the structures. For this purpose, a newly proposed Side Near Surface Mounted (SNSM) composite technique was used for flexural strengthening of RC beam specimens. Analytical and non-linear finite element modeling (FEM) using ABAQUS were performed to predict the flexural performance of RC specimens strengthened with S-NSM using steel bars as a strengthening reinforcement. RC beams with various SNSM reinforcement ratios were tested for flexural performance using four-point bending under monotonic loading condition. Results showed significantly increase the yield and ultimate strengths up to 140% and 144% respectively and improved failure modes. The flexural response, such as failure load, mode of failure, yield load, ultimate load, deflection, strain, cracks characteristic and ductility of the beams were compared with those predicted results. The strengthened RC beam specimens showed good agreement of predicted flexural behavior with the experimental outcomes.

Using friction dampers in retrofitting a steel structure with masonry infill panels

  • Zahrai, Seyed Mehdi;Moradi, Alireza;Moradi, Mohammadreza
    • Steel and Composite Structures
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    • 제19권2호
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    • pp.309-325
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    • 2015
  • A convenient procedure for seismic retrofit of existing buildings is to use passive control methods, like using friction dampers in steel frames with bracing systems. In this method, reduction of seismic demand and increase of ductility generally improve seismic performance of the structures. Some of its advantages are development of a stable rectangular hysteresis loop and independence on environmental conditions such as temperature and loading rate. In addition to friction dampers, masonry-infill panels improve the seismic resistance of steel structures by increasing lateral strength and stiffness and reducing story drifts. In this study, the effect of masonry-infill panels on seismic performance of a three-span four-story steel frame with Pall friction dampers is investigated. The results show that friction dampers in the steel frame increase the ductility and decrease the drift (to less than 1%). The infill panels fulfill their function during the imposed drift and increase structural strength. It can be concluded that infill panels together with friction dampers, reduced structural dynamic response. These infill panels dissipated input earthquake energy from 4% to 10%, depending on their thickness.

원거리와 근거리 지진파의 특성을 고려한 항만 컨테이너 크레인의 지진취약도 분석 (Seismic Fragility Analysis of Container Crane Considering Far-Fault and Near-Fault Ground Motion Characteristics)

  • 박주현;민지영;이종한
    • 한국지진공학회논문집
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    • 제27권2호
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    • pp.83-90
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    • 2023
  • The recent increase in earthquake activities has highlighted the importance of seismic performance evaluation for civil infrastructures. In particular, the container crane essential to maintaining the national logistics system with port operation requires an exact evaluation of its seismic response. Thus, this study aims to assess the seismic vulnerability of container cranes considering their seismic characteristics. The seismic response of the container crane should account for the structural members' yielding and buckling, as well as the crane wheel's uplifting derailment in operation. The crane's yielding and buckling limit states were defined using the stress of crane members based on the load and displacement curve obtained from nonlinear static analysis. The derailment limit state was based on the height of the rail, and nonlinear dynamic analysis was performed to obtain the seismic fragility curves considering defined limit states and seismic characteristics. The yield and derailment probabilities of the crane in the near-fault ground motion were approximately 1.5 to 4.7 and 2.8 to 6.8 times higher, respectively, than those in the far-fault ground motion.

지방중소도시 활성화를 위한 공공영역 환경 개선방안 연구 -경상남도 거창군을 대상으로- (A Study on the Improvement of the Public Environment for Activation in Local Small or Medium-sized City -Focused on the Geochang-Gun, Gyeongnam Province-)

  • 김동진;강석진;박은아;이유직
    • 한국농촌건축학회논문집
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    • 제14권4호
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    • pp.1-9
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    • 2012
  • Recently, the central and local government support various improvement projects on existing public buildings and areas. Improving public use and environment of these areas is adequate because financial condition of local city is not enough to build new infrastructures. As one of the projects, Geochang-Eup(Geochang-Gun, Gyeongnam Province) is selected as the project site since most of the public buildings and areas of the city are located close each other in downtown but not streamlined in function and use nor easily accessible. The purpose of this study is to analyze the causes of decline in local city and to present strategies to vitalize the city through improving environment of public areas. And we analyzed the problems by discussion with local officer, field investigation on the site and paper survey. The analysis shows that public infrastructures are grouped by function: administration, education, life support, culture, health, etc, but not well-connected, easily accessible, adequately located, various in use nor enough in quantity. This study summarized the problems into five categories: Access&Linkage, Safe&Comfort, Identity&Image, Usage&Activity and Ownership&Management and proposes strategy in three phases. The first phase is to improve functions and design of public places per each area: more consistent design on public buildings, better civil facilities and better accessibility to public areas. The second is to vitalize of the areas and to improve efficiency in use through linking each other physically and sharing uses. The third is to encourage citizen's participation and by developing civil programs to streamline public areas each other.

Experimental modal analysis of railway concrete sleepers with cracks

  • Real, J.I.;Sanchez, M.E.;Real, T.;Sanchez, F.J.;Zamorano, C.
    • Structural Engineering and Mechanics
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    • 제44권1호
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    • pp.51-60
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    • 2012
  • Concrete sleepers are essential components of the conventional railway. As support elements, sleepers are always subjective to a variety of time-dependent loads attributable to the train operations, either wheel or rail abnormalities. It has been observed that the sleepers may deteriorate due to these loads, inducing the formation of hairline cracks. There are two areas along the sleepers that are more prone to crack: the central and the rail seat sections. Several non-destructive methods have been developed to identify failures in structures. Health monitoring techniques are based on vibration responses measurements, which help engineers to identify the vibration-based damage or remotely monitor the sleeper health. In the present paper, the dynamic effects of the cracks in the vibration signatures of the railway pre-stressed concrete sleepers are investigated. The experimental modal analysis has been used to evaluate the modal bending changes in the vibration characteristics of the sleepers, differentiating between the central and the rail seat locations of the cracks. Modal parameters changes of the 'healthy' and cracked sleepers have been highlighted in terms of natural frequencies and modal damping. The paper concludes with a discussion of the most suitable failure indicator and it defines the vibration signatures of intact, central cracked and rail seat cracked sleepers.

사회기반시설물 자산관리의 교량구조물 적용방안에 관한 연구 (Infrastructure Asset Management Methodology Application to Bridge Management)

  • 박경훈;선종완;박철우;이민재
    • 대한토목학회논문집
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    • 제29권6D호
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    • pp.727-736
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    • 2009
  • 사회기반시설물을 관리주체의 자산으로 인식하여 관리자뿐만 아니라 사용자 측면에서의 만족도에 대한 고려를 바탕으로 효율적으로 관리하고자하는 노력이 진행 중이다. 사회기반시설물의 자산관리체계 지원을 위하여 교량 자산관리 방안을 수립하였다. 교량 자산관리와 관련된 국내외 현황분석을 수행하고 교량 자산관리 절차를 제안하였다. 제안된 절차의 주요 기능을 정의하고 각 기능에 대한 정식화를 수행하였다. 교량의 서비스수준을 설정하고 정략적 평가를 위한 성능척도를 정의하였으며, LOS를 정식화하고 교량별 중요도에 따른 가중치를 고려하여 보다 실제적인 LOS의 평가가 가능하도록 하였다. 교량의 자산관리를 위한 장기 전략수립과 단기 계획수립 방법을 제안하고, 효율성지수를 도입하여 우선순위 산정을 위한 지표로 제시하였다. 또한 예산의 수립과 배정 문제를 순위최적화 문제로 정식화하여 자산관리 정책과 목표에 따라 다양한 의사결정을 지원할 수 있는 체계를 구축하였다.

데이터베이스 구축을 통한 산사태 위험도 예측식 개발 (Development of Landslide-Risk Prediction Model thorough Database Construction)

  • 이승우;김기홍;윤찬영;유한중;홍성재
    • 한국지반공학회논문집
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    • 제28권4호
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    • pp.23-33
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    • 2012
  • 최근 들어 집중호우 및 태풍과 국지성 집중호우로 인한 산사태 피해가 자주 보고되고 있다. 국내 지형특성상 산지 인근에서 도시가 발달되고 도로 철도 등의 기간시설물이 건설된 경우가 많기 때문에 산사태로 인한 인명 및 재산피해는 매우 심각하다. 이러한 피해를 효과적으로 방지하기 위해서는 건설계획 단계부터 산사태 위험이 높은 지역을 파악하고 적절한 대책을 마련하는 것이 중요하다. 본 연구에서는 산사태 발생에 영향을 미칠 수 있는 지형학적 특성, 토질의 특성, 강우 정보, 나무의 종류 정보 등의 자료를 재해대장 분석, 항공사진 분석, 현장조사를 실시하여 구축한 423 지점의 산사태 데이터에 대한 통계학적 분석을 수행하여 산사태 위험도 예측식을 제안하였다. 제안된 예측식으로 예측된 결과와 실제 산사태 발생여부를 비교해 본 결과 약 92%의 분류 정확도를 보였다. 예측식에 필요한 입력치들은 단 시간 내에 저비용으로 획득할 수 있도록 구성하였다. 또한 예측결과의 경우 재해지도 형식으로 표현하기 용이하기 때문에 제안된 산사태 위험도 예측식은 광범위한 지역의 산사태 발생 위험도를 산정하는데 효과적으로 활용될 수 있다고 판단된다.