• 제목/요약/키워드: Damage index

검색결과 1,077건 처리시간 0.028초

Health monitoring of pedestrian truss bridges using cone-shaped kernel distribution

  • Ahmadi, Hamid Reza;Anvari, Diana
    • Smart Structures and Systems
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    • 제22권6호
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    • pp.699-709
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    • 2018
  • With increasing traffic volumes and rising vehicle traffic, especially in cities, the number of pedestrian bridges has also increased significantly. Like all other structures, pedestrian bridges also suffer damage. In order to increase the safety of pedestrians, it is necessary to identify existing damage and to repair them to ensure the safety of the bridge structures. Owing to the shortcomings of local methods in identifying damage and in order to enhance the reliability of detection and identification of structural faults, signal methods have seen significant development in recent years. In this research, a new methodology, based on cone-shaped kernel distribution with a new damage index, has been used for damage detection in pedestrian truss bridges. To evaluate the proposed method, the numerical models of the Warren Type steel truss and the Arregar steel footbridge were used. Based on the results, the proposed method and damage index identified the damage and determined its location with a high degree of precision. Given the ease of use, the proposed method can be used to identify faults in pedestrian bridges.

Empirical seismic fragility rapid prediction probability model of regional group reinforced concrete girder bridges

  • Li, Si-Qi;Chen, Yong-Sheng;Liu, Hong-Bo;Du, Ke
    • Earthquakes and Structures
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    • 제22권6호
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    • pp.609-623
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    • 2022
  • To study the empirical seismic fragility of a reinforced concrete girder bridge, based on the theory of numerical analysis and probability modelling, a regression fragility method of a rapid fragility prediction model (Gaussian first-order regression probability model) considering empirical seismic damage is proposed. A total of 1,069 reinforced concrete girder bridges of 22 highways were used to verify the model, and the vulnerability function, plane, surface and curve model of reinforced concrete girder bridges (simple supported girder bridges and continuous girder bridges) considering the number of samples in multiple intensity regions were established. The new empirical seismic damage probability matrix and curve models of observation frequency and damage exceeding probability are developed in multiple intensity regions. A comparative vulnerability analysis between simple supported girder bridges and continuous girder bridges is provided. Depending on the theory of the regional mean seismic damage index matrix model, the empirical seismic damage prediction probability matrix is embedded in the multidimensional mean seismic damage index matrix model, and the regional rapid prediction matrix and curve of reinforced concrete girder bridges, simple supported girder bridges and continuous girder bridges in multiple intensity regions based on mean seismic damage index parameters are developed. The established multidimensional group bridge vulnerability model can be used to quantify and predict the fragility of bridges in multiple intensity regions and the fragility assessment of regional group reinforced concrete girder bridges in the future.

지역별 홍수피해특성을 고려한 홍수피해지표 개발 (Flood Damage Index regarding Regional Flood Damage Characteristics)

  • 박태선;여창건;최민하;이승오
    • 대한토목학회논문집
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    • 제30권4B호
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    • pp.361-366
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    • 2010
  • 시군구간의 잠재적 홍수피해 위험성을 계량적으로 비교할 수 있다면 지역단위의 치수계획을 수립하거나 국가의 치수예산 집행 우선순위를 결정하는데 큰 도움이 된다. 본 연구에서는 지역별 홍수피해의 잠재적 위험성을 손쉽게 파악할 수 있는 홍수피해지표(Flood Damage Index : FDI)를 제안하였다. 홍수피해지표는 홍수피해에 영향을 미치는 직 간접적 요인들을 자연적 요인, 사회적 요인, 정책적 요인, 시설적 요인이라는 네 가지로 구분한 후, 이들을 대표하는 11개 주요 인자들을 선정하고, 인자별 가중치와 무차원 인자값들을 곱하여 합산한 지표이다. 이 지표를 이용하여 전국 229개 시군구의 잠재적 홍수피해 위험성을 비교하였고, 지역별 홍수발생요인도 분석하였다. 연구결과는 보다 합리적인 치수대책수립에 활용될 수 있다.

Analysis on damage of RC frames retrofitted with buckling-restrained braces based on estimation of damage index

  • Liu, Ruyue;Yang, Yong
    • Structural Engineering and Mechanics
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    • 제70권6호
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    • pp.781-791
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    • 2019
  • Earthquakes most often induce damage to structures, resulting in the degradation or deterioration of integrity. In this paper, based on the experimental study on 5 RC frames with different span length and different layout of buckling-restrained braces, the seismic damage evaluation law of RC frame with buckling-restrained braces was analyzed, and then the seismic damage for different specimens was calculated using different damage models to study the damage evolution. By analyzing and comparing the observation in test and the calculated results, it could be found that, damage evolution models including Gosain model, Hwang model as well as Ou model could better simulate the development of damage during cyclic loading. Therefore, these 3 models were utilized to analyze the development of damage to better demonstrate the evolution law for structures with different layout of braces and under different axial compression ratios. The results showed that from all layouts of braces studied, the eccentrically braced frame behaved better under larger deformation with the damage growing slowly. It could be deduced that the link beam benefited the seismic performance of structure and alleviated the damage by absorbing high values of energy.

Hierarchical neural network for damage detection using modal parameters

  • Chang, Minwoo;Kim, Jae Kwan;Lee, Joonhyeok
    • Structural Engineering and Mechanics
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    • 제70권4호
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    • pp.457-466
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    • 2019
  • This study develops a damage detection method based on neural networks. The performance of the method is numerically and experimentally verified using a three-story shear building model. The framework is mainly composed of two hierarchical stages to identify damage location and extent using artificial neural network (ANN). The normalized damage signature index, that is a normalized ratio of the changes in the natural frequency and mode shape caused by the damage, is used to identify the damage location. The modal parameters extracted from the numerically developed structure for multiple damage scenarios are used to train the ANN. The positive alarm from the first stage of damage detection activates the second stage of ANN to assess the damage extent. The difference in mode shape vectors between the intact and damaged structures is used to determine the extent of the related damage. The entire procedure is verified using laboratory experiments. The damage is artificially modeled by replacing the column element with a narrow section, and a stochastic subspace identification method is used to identify the modal parameters. The results verify that the proposed method can accurately detect the damage location and extent.

주기적 하중을 받는 SCH 40 3-Inch 탄소강관엘보의 소산에너지 기반의 손상지수 평가 (Damage Index Evaluation Based on Dissipated Energy of SCH 40 3-Inch Carbon Steel Pipe Elbows Under Cyclic Loading)

  • 김성완;윤다운;전법규;김성도
    • 한국구조물진단유지관리공학회 논문집
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    • 제25권1호
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    • pp.112-119
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    • 2021
  • 지진하중으로 인한 배관계통의 파괴모드는 라체트를 동반하는 저주기 피로파괴이며 비선형 거동이 집중되고 파손이 발생하는 요소는 엘보인 것으로 나타났다. 본 연구에서는 저주기 피로에 의한 SCH 40 3인치 탄소강관엘보의 파괴기준을 정량적으로 표현하기 위하여 한계상태를 누수로 정의하고 면내반복가력실험을 수행하였다. 배관계통에서 지진하중에 취약한 요소인 탄소강관엘보에 대하여 모멘트-변형각의 관계를 이용한 손상지수를 나타내었으며 힘-변위의 관계를 이용하여 산정된 손상지수와 비교-분석하였다. 탄소강관엘보에 대하여 반복되는 외력에 의한 소산에너지에 기반을 둔 손상지수로서 누수가 발생한 한계상태를 정량적으로 표현하였다.

공공시설물 잠재홍수피해지수 체계 개발 및 평가 (Development and Evaluation of Potential Flood Damage Index for Public Facilities)

  • 김길호;백승협;정영훈;김경탁
    • 한국농공학회논문집
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    • 제58권4호
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    • pp.97-106
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    • 2016
  • Since public facilities have high property values and are directly exposed to the flood hazard, they account for the highest share of disaster damages compared to other assets such as housing, industry, vehicle and agriculture in case of floods. Therefore, this study was conducted to develop and suggest the potential flood damage index for public facilities to evaluate potential flood damage of specific local government directly or indirectly as a tool for decision-making related to flood prevention, maintenance, management, and budget allocation. The flood damage assessment system proposed in this study was evaluated in 231 local governments nationwide. Evaluation results showed that higher values were obtained in Seoul metropolitan government, Gyeonggi-do (province), coastal areas in Gyeongsangnam-do (province), and Jeju island.

Performance of rotational mode based indices in identification of added mass in beams

  • Rajendrana, Prakash;Srinivasan, Sivakumar M.
    • Structural Engineering and Mechanics
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    • 제54권4호
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    • pp.711-723
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    • 2015
  • This study investigates the identification of added mass and its location in the glass fiber reinforced polymer (GFRP) beam structures. The main emphasis of this paper is to ascertain the importance of inclusion of rotational degrees of freedom (dofs) in the introduction of added mass or damage identification. Two identification indices that include the rotational dofs have been introduced in this paper: the modal force index (MFI) and the modal rotational curvature index (MRCI). The MFI amplifies damage signature using undamaged numerical stiffness matrix which is related to changes in the altered mode shapes from the original mode shapes. The MRCI is obtained by using a higher derivative of rotational mode shapes. Experimental and numerical results are compared with the existing methods leading to a conclusion that the contributions of the rotational modes play a key role in the identification of added mass. The authors believe that the similar results are likely in the case of damage identification also.

Baseline-free damage detection method for beam structures based on an actual influence line

  • Wang, Ning-Bo;Ren, Wei-Xin;Huang, Tian-Li
    • Smart Structures and Systems
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    • 제24권4호
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    • pp.475-490
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    • 2019
  • The detection of structural damage without a priori information on the healthy state is challenging. In order to address the issue, the study presents a baseline-free approach to detect damage in beam structures based on an actual influence line. In particular, a multi-segment function-fitting calculation is developed to extract the actual deflection influence line (DIL) of a damaged beam from bridge responses due to a passing vehicle. An intact basis function based on the measurement position is introduced. The damage index is defined as the difference between the actual DIL and a constructed function related to the intact basis, and the damage location is indicated based on the local peak value of the damage index curve. The damage basis function is formulated by using the detected damage location. Based on the intact and damage basis functions, damage severity is quantified by fitting the actual DIL using the least-square calculation. Both numerical and experimental examples are provided to investigate the feasibility of the proposed method. The results indicate that the present baseline-free approach is effective in detecting the damage of beam structures.

스마트 팜을 위한 UAS 모니터링의 자연재해 작물 피해 분석 (Analysis of Crop Damage Caused by Natural Disasters in UAS Monitoring for Smart Farm)

  • 강준오;이용창
    • 한국측량학회지
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    • 제38권6호
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    • pp.583-589
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    • 2020
  • 최근 다양한 센서 및 정보통신 기술(ICT: Information & Communications Technology)을 융합·활용한 스마트 팜을 위한 UAS (Unmanned Aerial System)의 활용성이 기대되고 있다. 특히, 다양한 지수를 통한 실외 작물 모니터링 방안으로 효용성이 입증되며 여러 분야에서 연구되고 있다. 본 연구는 벼를 대상으로 자연재해 작물 피해를 분석하고 피해량을 계측하는 것이다. 이를 위해, BG-NIR (Blue Green_near Infrared red) 및 RGB 센서를 통해 데이터를 획득하고 영상해석 및 NDWI (Normalized Difference Water Index) 지수를 활용하여 장마에 의한 작물 피해를 검토한다. 또한, 영상해석 기반 포인트 클라우드 데이터를 생성, 인스펙션 맵을 통해 태풍 전·후 데이터를 비교하여 피해량을 계측한다. 연구결과, NDWI 지수 분석을 통해 벼의 생장 및 장마 피해를 검토하였고, 인스펙션 맵 분석으로 태풍에 의한 피해 면적을 계측하였다.