• 제목/요약/키워드: lateral damage

검색결과 442건 처리시간 0.03초

Predicting the lateral displacement of tall buildings using an LSTM-based deep learning approach

  • Bubryur Kim;K.R. Sri Preethaa;Zengshun Chen;Yuvaraj Natarajan;Gitanjali Wadhwa;Hong Min Lee
    • Wind and Structures
    • /
    • 제36권6호
    • /
    • pp.379-392
    • /
    • 2023
  • Structural health monitoring is used to ensure the well-being of civil structures by detecting damage and estimating deterioration. Wind flow applies external loads to high-rise buildings, with the horizontal force component of the wind causing structural displacements in high-rise buildings. This study proposes a deep learning-based predictive model for measuring lateral displacement response in high-rise buildings. The proposed long short-term memory model functions as a sequence generator to generate displacements on building floors depending on the displacement statistics collected on the top floor. The model was trained with wind-induced displacement data for the top floor of a high-rise building as input. The outcomes demonstrate that the model can forecast wind-induced displacement on the remaining floors of a building. Further, displacement was predicted for each floor of the high-rise buildings at wind flow angles of 0° and 45°. The proposed model accurately predicted a high-rise building model's story drift and lateral displacement. The outcomes of this proposed work are anticipated to serve as a guide for assessing the overall lateral displacement of high-rise buildings.

경주 남산 일대의 단열구조 특성과 양산단층의 분절 (Fracture Characteristics and Segmentation of Yangsan Fault around Mt. Namsan, Gyeongju City, Korea)

  • 김헌주;장태우
    • 지질공학
    • /
    • 제19권1호
    • /
    • pp.51-61
    • /
    • 2009
  • 경주시 남산 일대에서 양산단층의 활동에 수반된 단열 특성과 양산단층의 분절에 관한 연구가 수행되었다. 절리의 밀도와 프랙탈 차원 값은 양산단층에 가까워질수록 높은 값을 보이는데 이는 단층활동에 따른 단열작용이 단층의 중심에서 더 격렬하게 일어난 탓으로 해석할 수 있다. 양산단층 손상대와 모암 사이의 경계는 단층의 중심에서 약 2.7 km까지로 볼 수 있으며 여기서 더 멀어지면 절리밀도와 프랙탈 차원 값이 현저히 감소하고 절리의 배향도 여러 방향으로 크게 분산된다. 양산단층 손상대 내 소단층들은 우수향이동단층과 좌수향이동단층들로 뚜렷이 구분되는데, 전자는 양산단층이 우수향이동을 할 때 수반된 단층들이고 후자는 좌수향이동 운동 시에 수반된 것들로 간주된다. 연구지역에서 양산단층은 북쪽분절과 남쪽분절로 나누어 질 수 있는데 이는 북쪽분절과 남쪽분절 간 주향의 차이, 북쪽분절 끝부분에서 압축성 인편팬기하와 $9^{\circ}$, $S85^{\circ}E$로 선경사하는 향사의 발달, 남쪽분절 끝부분에서 $28^{\circ}$, $N4^{\circ}W$로 선경사하는 배사의 발달 등의 증거에 의해 뒷 밭침 할 수 있다.

Displacement-based seismic design of open ground storey buildings

  • Varughese, Jiji Anna;Menon, Devdas;Prasad, A. Meher
    • Structural Engineering and Mechanics
    • /
    • 제54권1호
    • /
    • pp.19-33
    • /
    • 2015
  • Open ground storey (OGS) buildings are characterized by the sudden reduction of stiffness in the ground storey with respect to the upper infilled storeys. During earthquakes, this vertical irregularity may result in accumulated damage in the ground storey members of OGS buildings without much damage in the upper storeys. Hence, the structural design of OGS buildings needs special attention. The present study suggests a modification of existing displacement-based design (DBD) procedure by proposing a new lateral load distribution. The increased demands of ground storey members of OGS buildings are estimated based on non-linear time history analysis results of four sets of bare and OGS frames having four to ten storey heights. The relationship between the increased demand and the relative stiffness of ground storey (with respect to upper storeys) is taken as the criterion for developing the expression for the design lateral load. It is also observed that under far-field earthquakes, there is a decrease in the ground storey drift of OGS frames as the height of the frame increases, whereas there is no such reduction when these frames are subjected to near-field earthquakes.

Conceptual configuration and seismic performance of high-rise steel braced frame

  • Qiao, Shengfang;Han, Xiaolei;Zhou, Kemin;Li, Weichen
    • Steel and Composite Structures
    • /
    • 제23권2호
    • /
    • pp.173-186
    • /
    • 2017
  • Conceptual configuration and seismic performance of high-rise steel frame-brace structure are studied. First, the topology optimization problem of minimum volume based on truss-like material model under earthquake action is presented, which is solved by full-stress method. Further, conceptual configurations of 20-storey and 40-storey steel frame-brace structure are formed. Next, the 40-storeystructure model is developed in Opensees. Two common configurations are utilized for comparison. Last, seismic performance of 40-storey structure is derived using nonlinear static analysis and nonlinear dynamic analysis. Results indicate that structural lateral stiffness and maximum roof displacement can be improved using brace. Meanwhile seismic damage can also be decreased. Moreover, frame-brace structure using topology optimization is most favorable to enhance lateral stiffness and mitigate seismic damage. Thus, topology optimization is an available way to form initial conceptual configuration in high-rise steel frame-brace structure.

비연성 RC 기둥의 하중-변형 응답 모사를 위한 모델 매개변수 제안 (Development of Model Parameter Prediction Equations for Simulating Load-deformation Response of Non-ductile RC Columns)

  • 이창석;한상환
    • 한국지진공학회논문집
    • /
    • 제23권2호
    • /
    • pp.119-129
    • /
    • 2019
  • Many reinforced concrete (RC) buildings constructed prior to 1980's lack important features guaranteeing ductile response under earthquake excitation. Structural components in such buildings, especially columns, do not satisfy the reinforcement details demanded by current seismic design codes. Columns with deficient reinforcement details may suffer significant damage when subjected to cyclic lateral loads. They can also experience rapid lateral strength degradation induced by shear failure. The objective of this study is to accurately simulate the load-deformation response of RC columns experiencing shear failure. In order to do so, model parameters are calibrated to the load-deformation response of 40 RC column specimens failed in shear. Multivariate stepwise regression analyses are conducted to develop the relationship between the model parameters and physical parameters of RC column specimens. It is shown that the proposed predictive equations successfully estimated the model parameters of RC column specimens with great accuracy. The proposed equations also showed better accuracy than the existing ones.

2017 포항지진에 의한 필로티형 내력벽건물의 구조손상 분석 (Investigation of Structural Damage in Bearing Wall Buildings with Pilotis by 2017 Pohang Earthquake)

  • 엄태성;이승제;박홍근
    • 한국지진공학회논문집
    • /
    • 제23권1호
    • /
    • pp.9-18
    • /
    • 2019
  • In 2017 Pohang Earthquake, a number of residential buildings with pilotis at their first level were severely damaged. In this study, the results of an analytical investigation on the seismic performance and structural damage of two bearing wall buildings with pilotis are presented. The vibration mode and lateral force-resisting mechanism of the buildings with vertical and plan irregularity were investigated through elastic analysis. Then, based on the investigations, methods of nonlinear modeling for walls and columns at the piloti level were proposed. By performing nonlinear static and dynamic analyses, structural damages of the walls and columns at the piloti level under 2017 Pohang Earthquake were predicted. The results show that the area and arrangement of walls in the piloti level significantly affected the seismic safety of the buildings. Initially, the lateral resistance of the piloti story was dominated mainly by the walls resisting in-plane shear. After shear cracking and yielding of the walls, the columns showing double-curvature flexural behavior contributed significantly to the residual strength and ductility.

Optimization of Sky-Bridge location at coupled high-rise buildings considering seismic vulnerability functions

  • Arada, Ahmad Housam;Ozturk, Baki;Kassem, Moustafa Moufid;Nazri, Fadzli Mohamed;Tan, Chee Ghuan
    • Structural Engineering and Mechanics
    • /
    • 제82권3호
    • /
    • pp.385-400
    • /
    • 2022
  • Sky-bridges between adjacent buildings can enhance lateral stiffness and limit the impact of lateral forces. This study analysed the structural capabilities and dynamic performances of sky-bridge-coupled buildings under various sets of ground motions. Finite Element (FE) analyses were carried out with the link being iteratively repositioned along the full height of the structures. Incremental dynamic analysis (IDA) and probabilistic damage distribution were also applied. The results indicated that the establishment of sky-bridges caused a slight change in the natural frequency and mode shapes. The sky-bridge system was shown to be efficient in controlling displacement and Inter-Storey Drift Ratio (%ISDR) and reducing the probability of damage in the higher floors. The most efficient location of the sky-bridge, for improving its rigidity, was found to be at 88% of the building height. Finally, the effects of two types of materials (steel and concrete) and end conditions (hinged and fixed) were studied. The outcomes showed that coupled buildings with a sky-bridge made of steel with hinged connection could withstand ground motions longer than those made of concrete with fixed connection.

Dynamic behaviour of stiffened and damaged coupled shear walls

  • Meftah, S.A.;Tounsi, A.;Adda-Bedia, E.A.
    • Computers and Concrete
    • /
    • 제3권5호
    • /
    • pp.285-299
    • /
    • 2006
  • The free vibration of stiffened and damaged coupled shear walls is investigated using the mixed finite element method. The anisotropic damage model is adopted to describe the damage extent of the reinforced concrete shear wall element. The internal energy of a locally damaged shear wall element is derived. Polynomial shape functions established by Kwan are used to present the component of displacements vector on each point within the wall element. The principle of virtual work is employed to deduce the stiffness matrix of a damaged shear wall element. The stiffened system is reinforced by an additional stiffening beam at some level of the structure. This induces additional axial forces, and thus reduces the bending moments in the walls and the lateral deflection, and increases the natural frequencies. The effects of the damage extent and the stiffening beam on the free vibration characteristics of the structure are studied. The optimal location of the stiffening beam for increasing as far as possible the first natural frequency of vibration is presented.

충격시 CFRP 복합재 판의 거동과 충격후 압축강도에 관한 실험적 연구 (Experimental Investigation on the Behaviour of CFRP Laminated Composites under Impact and Compression After Impact (CAI))

  • Lee, J;Kong, C;Soutis C.
    • Composites Research
    • /
    • 제16권4호
    • /
    • pp.66-73
    • /
    • 2003
  • 충격 시나 충격 후 압축 할 때 구조용 복합재의 거동에 대한 중요성은 충격 손상과 충격후압축강도 예측에 대한 해석적 모델을 개발하기 위해 간과될 수 없을 것이다. 본 연구는 3mm두께의 $[45/-45/0/90_{3s}$ - IM7/8552린복합재판들을 이용하여 준정적횡하중시험, 저속충격시험, 충격후압축강도시험 및 구멍이 있는 시편의 압축강도시험 등을 수행한 후 이로 부터 발견된 결과들을 제시하였다 준정적횡하중과 충격하중시험에서 발생한 손상면적들이 서로 유사하며. 또한 5.4 J 부터 18.7 J 까지의 다양한 에너지준위들을 가진 낙하충격 시험 곡선들과 정적시험 곡선들도 서로 유사하다는 결론을 얻었으며. 이때 주어진 에너지 준위에서 정적과 충격시의 최대하중 값들이 잘 일치한다는 사실을 확인 하였다. 충격 후 압축시험에 의한 시편들의 파괴거동이 압축하중하의 구멍이 있는 적층판에서 관찰된 파괴거동과 매우 유사하과는 사실도 확인 되었다. 충격손상 후 잔류강도는 충격손상 등가구멍이 있는 경우의 시편에서 측정된 압축 강도와 잘 일치 하였다. 이와 같은 실험적 연구 결과들은 충격손상면적과 충격후압축강도의 예측에 대한 단순만 해석모델들이 이들 시험결과들로부터 관찰된 파괴기구를 기초로 하여 개발될 수 있음을 제시하고 있다.

반복-횡력을 받는 조적벽 골조와 전단벽 골조의 내력 및 연성에 관한 실험적 연구 (Experimental Study of Strength and Ductility on Masonry Wall Frame and Shear Wall Frame Subjected to Cyclic Lateral Loading)

  • 이호;변상민;정환목;이택운
    • 한국공간구조학회논문집
    • /
    • 제13권2호
    • /
    • pp.83-91
    • /
    • 2013
  • The core aim of this dissertation is to empirically scrutinize a strength characteristic of beam-column frame subjected to the cyclic lateral load, a beam-column frame of un-reinforced masonry wall, and a shear wall frame. First and foremost, I embark upon making three prototypes vis-$\grave{a}$-vis this research. By conducting this process, I touch on an analysis of cyclic behavior and a damage characteristic of the beam-column frame, the beam-column frame of un-reinforced masonry wall, and the shear wall frame. What is more, through the previous procedure, the next part delves into the exact stress transfer path and the destructive mechanism to examine how much and how strong the beam-column frame of un-reinforced Masonry Wall does have a resistance capacity against earthquake in all the architecture constructed by the above-mentioned frame, as well as school buildings. In addition to the three prototypes, two more experimental models, a beam-column frame and shear wall frame, are used to compare with the beam-column frame of un-reinforced masonry wall. Lastly, the dissertation will suggest some solutions to improve the resistance capacity against earthquake regarding all constructions built with non bearing wall following having examining precisely all the analysis with regard to not only behavior properties and the damage mechanism of the beam-column frame and the beam-column frame of un-reinforced Masonry Wall but also the resistance capacity against earthquake of non bearing wall and school buildings.