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Evaluation of collapse resistance of RC frame structures for Chinese schools in seismic design categories B and C 被引量:8
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作者 Tang Baoxin Lu Xinzheng +1 位作者 Ye Lieping Shi Wei 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2011年第3期369-377,共9页
According to the Code for Seismic Design of Buildings (GB50011-2001), ten typical reinforced concrete (RC) frame structures, used as school classroom buildings, are designed with different seismic fortification in... According to the Code for Seismic Design of Buildings (GB50011-2001), ten typical reinforced concrete (RC) frame structures, used as school classroom buildings, are designed with different seismic fortification intensities (SFIs) (SFI=6 to 8.5) and different seismic design categories (SDCs) (SDC=B and C). The collapse resistance of the frames with SDC=B and C in terms of collapse fragility curves are quantitatively evaluated and compared via incremental dynamic analysis (IDA). The results show that the collapse resistance of structures should be evaluated based on both the absolute seismic resistance and the corresponding design seismic intensity. For the frames with SFI from 6 to 7.5, because they have relatively low absolute seismic resistance, their collapse resistance is insufficient even when their corresponding SDCs are upgraded from B to C. Thus, further measures are needed to enhance these structures, and some suggestions are proposed. 展开更多
关键词 rc frame structures collapse resistance fragility curves seismic fortification intensity incremental dynamic analysis mega-earthquake
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Seismic health monitoring of RC frame structures using smart aggregates 被引量:1
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作者 Wen-I Liao C.H.Lin +1 位作者 J.S.Hwang G.Song 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2013年第1期25-32,共8页
Structural health monitoring of RC structures under seismic loads has recently attracted much attention in the earthquake engineering research community. In this study, a piezoceramic-based device called "smart aggre... Structural health monitoring of RC structures under seismic loads has recently attracted much attention in the earthquake engineering research community. In this study, a piezoceramic-based device called "smart aggregate" was used for the health monitoring of RC frame structures under earthquake excitations. Three RC moment frames instrumented with smart aggregates were tested using a shaketable with different ground excitation intensities. Distributed piezoceramic- based smart aggregates were embedded in the RC structures and used to monitor their health condition during the tests. The sensitivity and effectiveness of the proposed piezoceramic-based approach were investigated and evaluated by analyzing the measured responses. The displacement ductility demand of the structural members was calculated and compared with the damage index determined from the health monitoring system. The comparison shows that the damage index is compatible with the calculated ductility demand. 展开更多
关键词 smart aggregate health monitoring rc frame shaketable PIEZOCERAMIC
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New Factor to Characterize Mechanism of “Strong Column-Weak Beam” of RC Frame Structures 被引量:2
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作者 李心霞 公茂盛 +1 位作者 韩庆华 谢礼立 《Transactions of Tianjin University》 EI CAS 2015年第6期484-491,共8页
Most reinforced concrete(RC)frame structures did not achieve the "strong column-weak beam" failure mode in recent big earthquakes, resulting in a large number of casualties and significant property loss. To ... Most reinforced concrete(RC)frame structures did not achieve the "strong column-weak beam" failure mode in recent big earthquakes, resulting in a large number of casualties and significant property loss. To deal with this serious problem, a new column-beam relative factor was proposed to characterize the relative yield situation of column ends and beam ends. By limiting the column-beam relative factor, RC frame structures could achieve the "strong column-weak beam" failure mode under the excitation of strong ground motions. The limit values of column-beam relative factor were calculated, analyzed and verified by using structural simulation models for corner columns in the bottom story of structures, which are destroyed most seriously in earthquakes. The results show that the limit values should be analyzed under bi-directional ground motion and with different axial compression ratios of columns. The peak ground acceleration(PGA)of ground motions has no significant effect on the limit values, while the type of strong ground motions has a significant effect on the limit values. 展开更多
关键词 rc frame structure strong column-weak beam limit value of column-beam relative factor moment magnification factor at column end
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Effect of URM infills on seismic vulnerability of Indian code designed RC frame buildings
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作者 Putul Haldar Yogendra Singh D.K.Paul 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2012年第2期233-241,共9页
Unreinforced Masonry (URM) is the most common partitioning material in framed buildings in India and many other countries. Although it is well-known that under lateral loading the behavior and modes of failure of the ... Unreinforced Masonry (URM) is the most common partitioning material in framed buildings in India and many other countries. Although it is well-known that under lateral loading the behavior and modes of failure of the frame buildings change significantly due to infill-frame interaction, the general design practice is to treat infills as nonstructural elements and their stiffness, strength and interaction with the frame is often ignored, primarily because of difficulties in simulation and lack of modeling guidelines in design codes. The Indian Standard, like many other national codes, does not provide explicit insight into the anticipated performance and associated vulnerability of infilled frames. This paper presents an analytical study on the seismic performance and fragility analysis of Indian code-designed RC frame buildings with and without URM infills. Infills are modeled as diagonal struts as per ASCE 41 guidelines and various modes of failure are considered. HAZUS methodology along with nonlinear static analysis is used to compare the seismic vulnerability of bare and infilled frames. The comparative study suggests that URM infills result in a significant increase in the seismic vulnerability of RC frames and their effect needs to be properly incorporated in design codes. 展开更多
关键词 URM infill rc frame building Indian seismic design code seismic performance seismic vulnerability
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Slotted Hole Effect on Damage Mechanism of Gymnasium Building with RC Frame and Steel Roof
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作者 Atsushi Suzuki Tomomi Fujita Yoshihiro Kimura 《Open Journal of Civil Engineering》 2020年第2期162-174,共13页
On the 2011 off the Pacific Coast of Tohoku Earthquake, gymnasium buildings exhibited the unexpected structural damages, which prevented a use as evacuation shelters in during- and post-disaster periods. The major fai... On the 2011 off the Pacific Coast of Tohoku Earthquake, gymnasium buildings exhibited the unexpected structural damages, which prevented a use as evacuation shelters in during- and post-disaster periods. The major failure occurr<span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">ing</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> on the connection between the RC column top and steel roof as well as the cracks in the RC column base w</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;">as</span></span></span><span style="font-family:Verdana;"><span style="font-family:Verdana;"><span style="font-family:Verdana;"> observed during the emergent inspection. According to the earlier studies, it was implied that the presence of the slotted hole possibly deteriorates the seismic capacity;however, the length of slotted hole was fixed at a certain value. Facing this concern, this research attempts to clarify the influence of the slotted hole length through a comprehensive parametric study by pushover and seismic response analyses. In conclusion, it has been discovered that the slotted hole deteriorates the seismic capacity for the connection failure up to almost 50% of that without slotted hole. Moreover, the discrepancy of characteristics obtained by the static and dynamic analyses is originated by means of the presence of slotted hole. This slotted hole effect should be noted by structural engineers and researchers to provide the adequate seismic diagnosis and strengthening.</span></span></span> 展开更多
关键词 rc frame with Steel Roof Structure The 2011 off the Pacific Coast of Tohoku Earthquake Damage Mechanism Pushover Analysis Seismic Response Analysis
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Behavior of ductile steel X-braced RC frames in seismic zones
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作者 Eber Alberto Godínez-Domínguez Arturo Tena-Colunga 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2019年第4期845-869,共25页
A satisfactory ductile performance of moment-resisting reinforced concrete concentric braced frame structures (RC-MRCBFs) is not warranted by only following the provisions proposed in Mexico’s Federal District Code (... A satisfactory ductile performance of moment-resisting reinforced concrete concentric braced frame structures (RC-MRCBFs) is not warranted by only following the provisions proposed in Mexico’s Federal District Code (MFDC-04). The nonlinear behavior of low to medium rise ductile RC-MRCBFs using steel X-bracing susceptible to buckling is evaluated in this study. The height of the studied structures ranges from 4 to 20 stories and they were located for design in the lakebed zone of Mexico City. The design of RC-MRCBFs was carried out considering variable contribution of the two main lines of defense of the dual system (RC columns and steel braces). In order to observe the principal elements responsible for dissipating the earthquake input energy, yielding mappings for diff erent load-steps were obtained using both nonlinear static and dynamic analyses. Some design parameters currently proposed in MFDC-04 as global ductility capacities, overstrength reduction factors and story drifts corresponding to diff erent limit states were assessed as a function of both the considered shear strength and slenderness ratios for the studied RC-MRCBFs using pushover analyses. Additionally, envelopes of response maxima of dynamic parameters were obtained from the story and global hysteresis curves. Finally, a brief discussion regarding residual drifts, residual drift ratios, mappings of residual deformations in steel braces and residual rotations in RC beams and columns is presented. From the analysis of the obtained results, it is concluded that when a suitable design criterion is considered, good structural behavior of RC-MRCBFs with steel-X bracing can be obtained. It is also observed that the shear strength balance has an impact in the height-wise distribution of residual drifts, and an important “shake-down” eff ect is obtained for all cases. There is a need to improve design parameters currently proposed in MFDC to promote an adequate seismic performance of RC-MRCBFs. 展开更多
关键词 rc braced-frames seismic design nonlinear dynamic analyses steel-X BRACING OVERSTRENGTH collapse mechanism story DRIFTS residual DRIFTS
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Progressive Collapse of RC Frames Due to Heavy Impact Loads of Tsunami
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作者 Abdullah Keyvani Leila Keyvani 《Open Journal of Civil Engineering》 2013年第3期166-172,共7页
Progressive collapse is a relatively rare event, as it requires both an abnormal loading to initiate the local damage and a structure that lacks adequate continuity, ductility and redundancy to resist the spread of da... Progressive collapse is a relatively rare event, as it requires both an abnormal loading to initiate the local damage and a structure that lacks adequate continuity, ductility and redundancy to resist the spread of damage. However, significant casualties can result when collapse occurs. Heavy impact loads due to tsunami against building can be one of the scenarios of progressive collapse during tsunami disaster. Since progressive collapse includes material and geometry nonlinearity during collapse propagation, in the present research capability of 2 models for the material nonlinearity in simulating actual behavior of structures during collapse is compared with recent experimental results of a Reinforced Concrete (RC) frame. The results demonstrate that a material nonlinearity model, that is based on the idealized component load-deformation behavior, is not a proper representation for the real behavior of structures during progressive collapse and is so conservative. 展开更多
关键词 COLLAPSE Impact Loads of TSUNAMI Material NONLINEARITY Fiber ELEMENTS rc frameS
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锈蚀RC框架节点核心区剪切恢复力模型
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作者 郑山锁 刘立国 +3 位作者 董立国 杨松 李健 丛峻 《建筑科学与工程学报》 北大核心 2026年第1期162-172,共11页
为满足一般大气条件下在役RC框架结构抗震分析的需求,对12榀RC框架节点进行了人工加速腐蚀和拟静力加载试验,探究了锈蚀水平、轴压比变化对节点破坏模式、滞回性能以及核心区抗剪性能的影响;基于试验结果的多参数回归分析,建立了锈蚀RC... 为满足一般大气条件下在役RC框架结构抗震分析的需求,对12榀RC框架节点进行了人工加速腐蚀和拟静力加载试验,探究了锈蚀水平、轴压比变化对节点破坏模式、滞回性能以及核心区抗剪性能的影响;基于试验结果的多参数回归分析,建立了锈蚀RC节点核心区的剪切恢复力模型,并在OpenSEES软件中利用Joint2D和纤维梁柱单元建立了锈蚀RC节点的组合体数值模型。结果表明:锈蚀RC节点的破坏模式均为节点核心区的剪切破坏,锈蚀程度与轴压比的增大会削弱RC节点及其核心区的承载能力与变形能力,导致抗震性能发生劣化;提出的剪切恢复力模型能够较全面反映不同锈蚀程度和不同轴压比RC节点核心区的剪切滞回特性;建立的锈蚀RC节点组合体数值模型的荷载模拟相对误差基本不超过10%,变形模拟相对误差基本不超过20%,最终破坏时的累积耗能相对误差也基本控制在30%以内;基于锈蚀RC节点核心区剪切恢复力模型所建立的节点组合体数值模型能够较准确模拟往复加载作用下锈蚀RC节点的滞回性能,可用于一般大气环境下RC节点及框架的抗震分析评估。 展开更多
关键词 锈蚀rc框架节点 剪切恢复力模型 抗震性能 OPENSEES
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Shake-table testing of a self-centering precast reinforced concrete frame with shear walls 被引量:11
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作者 Lu Xilin Yang Boya Zhao Bin 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2018年第2期221-233,共13页
The seismic performance of a self-centering precast reinforced concrete (RC) frame with shear walls was investigated in this paper. The lateral force resistance was provided by self-centering precast RC shear walls ... The seismic performance of a self-centering precast reinforced concrete (RC) frame with shear walls was investigated in this paper. The lateral force resistance was provided by self-centering precast RC shear walls (SPCW), which utilize a combination ofunbonded prestressed post-tensioned (PT) tendons and mild steel reinforcing bars for flexural resistance across base joints. The structures concentrated deformations at the bottom joints and the unbonded PT tendons provided the self-centering restoring force. A 1/3-scale model of a five-story self-centering RC frame with shear walls was designed and tested on a shake-table under a series of bi-directional earthquake excitations with increasing intensity. The acceleration response, roof displacement, inter-story drifts, residual drifts, shear force ratios, hysteresis curves, and local behaviour of the test specimen were analysed and evaluated. The results demonstrated that seismic performance of the test specimen was satisfactory in the plane of the shear wall; however, the structure sustained inter-story drift levels up to 2.45%. Negligible residual drifts were recorded after all applied earthquake excitations. Based on the shake-table test results, it is feasible to apply and popularize a self-centering precast RC frame with shear walls as a structural system in seismic regions. 展开更多
关键词 SELF-CENTERING shake-table test rc frame with shear walls PRECAST unbonded post-tensioning seismicperformance
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Resilience-based retrofitting of existing urban RC-frame buildings using seismic isolation 被引量:13
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作者 Yang Cantian Xie Linlin +4 位作者 Li Aiqun Zeng Demin Jia Junbo Chen Xi Chen Min 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2020年第4期839-853,共15页
The improvement of the seismic resilience of existing reinforced-concrete(RC) frame buildings, which is essential for the seismic resilience of a city, has become a critical issue. Although seismic isolation is an eff... The improvement of the seismic resilience of existing reinforced-concrete(RC) frame buildings, which is essential for the seismic resilience of a city, has become a critical issue. Although seismic isolation is an effective method for improving the resilient performance of such buildings, target-oriented quantitative improvements of the resilient performance of these buildings have been reported rarely. To address this gap, the seismic resilience of two existing RC frame buildings located in a high seismic intensity region of China were assessed based on the Chinese Standard for Seismic Resilience Assessment of Buildings. The critical engineering demand parameters(EDPs) affecting the seismic resilience of such buildings were identified. Subsequently, the seismic resilience of buildings retrofitted with different isolation schemes(i.e., yield ratios) were evaluated and compared, with emphasis on the relationships among yield ratios, EDPs, and levels of seismic resilience. Accordingly, to achieve the highest level of seismic resilience with respect to the Chinese standard, a yield ratio of 3% was recommended and successfully applied to the target-oriented design for the seismic-resilience improvement of an existing RC frame building. The research outcome can provide an important reference for the resilience-based retrofitting of existing RC frame buildings using seismic isolation in urban cities. 展开更多
关键词 existing urban rc frame building retrofitting using seismic isolation seismic resilience yield ratio
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Pushover analysis of reinforced concrete frames considering shear failure at beam-column joints 被引量:4
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作者 Y.C.Sung T.K.Lin +1 位作者 C.C.Hsiao M.C.Lai 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2013年第3期373-383,共11页
Since most current seismic capacity evaluations of reinforced concrete (RC) frame structures are implemented by either static pushover analysis (PA) or dynamic time history analysis, with diverse settings of the p... Since most current seismic capacity evaluations of reinforced concrete (RC) frame structures are implemented by either static pushover analysis (PA) or dynamic time history analysis, with diverse settings of the plastic hinges (PHs) on such main structural components as columns, beams and walls, the complex behavior of shear failure at beam-column joints (BCJs) during major earthquakes is commonly neglected. This study proposes new nonlinear PA procedures that consider shear failure at BCJs and seek to assess the actual damage to RC structures. Based on the specifications of FEMA-356, a simplified joint model composed of two nonlinear cross struts placed diagonally over the location of the plastic hinge is established, allowing a sophisticated PA to be performed. To verify the validity of this method, the analytical results for the capacity curves and the failure mechanism derived from three different full-size RC frames are compared with the experimental measurements. By considering shear failure at BCJs, the proposed nonlinear analytical procedures can be used to estimate the structural behavior of RC frames, including seismic capacity and the progressive failure sequence of joints, in a precise and effective manner. 展开更多
关键词 rc frame beam-column joint pushover analysis capacity curve plastic hinge performance-based seismic evaluation
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Seismic performance evaluation of a self-centering precast reinforced concrete frame structure 被引量:5
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作者 Mao Chenxi Wang Zhenying 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2021年第4期943-968,共26页
The seismic performance of a five-story,four-bay,self-centering precast reinforced concrete frame(SC-RCF),which was redesigned using the direct displacement-based design method,was analytically investigated.The analyt... The seismic performance of a five-story,four-bay,self-centering precast reinforced concrete frame(SC-RCF),which was redesigned using the direct displacement-based design method,was analytically investigated.The analytical model of the overall structure was developed in OpenSees.The multi-spring contact element was adopted to simulate gap open-close behavior at connection interfaces.The limit states of external mild steel dampers and unbonded post-tensioning strands were considered.Static pushover analyses were performed up to the roof drift of 10%.The nonlinear dynamic responses under four groups of ground motions(with different fault distances and site conditions)at six hazard levels(from the service to the very rare earthquake(VRE))were compared.Incremental dynamic analyses were implemented to quantify the structural collapse risk.The results showed that the structural responses of SC-RCF were satisfactory under all levels of earthquakes.The collapse safety of the structure under earthquakes up to VRE1 was adequate,while the structure would collapse to a large extent under VRE2 and VRE3. 展开更多
关键词 self-centering system precast rc frame unbonded post-tensioning incremental dynamic analysis collapse fragility
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Study on the effect of the infill walls on the seismic performance of a reinforced concrete frame
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作者 Zhang Cuiqiang Zhou Ying +1 位作者 Zhou Deyuan Lu Xilin 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2011年第4期507-517,共11页
Motivated by the seismic damage observed to reinforced concrete (RC) frame structures during the Wenchuan earthquake, the effect of infill walls on the seismic performance of a RC frame is studied in this paper. Inf... Motivated by the seismic damage observed to reinforced concrete (RC) frame structures during the Wenchuan earthquake, the effect of infill walls on the seismic performance of a RC frame is studied in this paper. Infill walls, especially those made of masonry, offer some amount of stiffness and strength. Therefore, the effect of infill walls should be considered during the design of RC frames. In this study, an analysis of the recorded ground motion in the Wenehuan earthquake is performed. Then, a numerical model is developed to simulate the infill walls. Finally, nonlinear dynamic analysis is carried out on a RC frame with and without infill walls, respectively, by using CANNY software. Through a comparative analysis, the following conclusions can be drawn. The failure mode of the frame with infill walls is in accordance with the seismic damage failure pattern, which is strong beam and weak column mode. This indicates that the infill walls change the failure pattern of the frame, and it is necessary to consider them in the seismic design of the RC frame. The numerical model presented in this paper can effectively simulate the effect of infill walls on the RC frame. 展开更多
关键词 infill walls rc frame structure strong column and weak beam strong beam and weak column nonlinear time history analysis
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滑移螺杆连接的BRB-RC框架节点抗震性能试验研究 被引量:1
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作者 赵俊贤 张家广 王柏顺 《东南大学学报(自然科学版)》 北大核心 2025年第1期98-108,共11页
为减小大震下防屈曲支撑(BRB)钢筋混凝土(RC)框架节点开合效应对子结构抗震性能的不利影响,提出一种滑移螺杆连接方法,通过对预埋螺杆和锚板表面进行无黏结处理,减小节点板对RC子结构梁柱变形的切向约束,从而将BRB轴力以抗拉不抗剪的方... 为减小大震下防屈曲支撑(BRB)钢筋混凝土(RC)框架节点开合效应对子结构抗震性能的不利影响,提出一种滑移螺杆连接方法,通过对预埋螺杆和锚板表面进行无黏结处理,减小节点板对RC子结构梁柱变形的切向约束,从而将BRB轴力以抗拉不抗剪的方式有效传递至RC子结构。对2个滑移节点板连接和1个传统节点板连接的BRB-RC梁柱组合件进行拟静力试验,以验证滑移螺杆连接的有效性。试验结果表明,与传统焊接节点连接相比,滑移螺杆连接性能更加稳定,简化了子结构梁柱的受力状态。当层间位移角为2%时,子结构梁剪力和累积耗能降低幅度分别可达37.6%和29%,有效减轻了子结构损伤。 展开更多
关键词 防屈曲支撑(BRB) 钢筋混凝土(rc)框架 开合效应 滑移螺杆连接 大震作用
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Seismic assessment of RC frames infilled with innovative CFS walls considering seismic orientation effect
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作者 LIU PengFei LI LuXi 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2023年第2期417-428,共12页
The metal tailings porous concrete cold-formed steel(MCFS)wall is an innovative cold-formed steel(CFS)wall with good thermal and mechanical properties,which has the potential to be widely utilized as the infilled wall... The metal tailings porous concrete cold-formed steel(MCFS)wall is an innovative cold-formed steel(CFS)wall with good thermal and mechanical properties,which has the potential to be widely utilized as the infilled wall(IW).In this paper,the MCFS walls are adopted in the reinforced concrete(RC)frame,and the seismic performance of the building subjected to ground motions with various incidence angles are investigated.Three-dimensional finite element model of the studied building is developed with full consideration of the in-plain(IP)and out-of-plane(OP)behavior of MCFS walls.Incremental dynamic analysis is conducted to obtain the deformation responses of frames and damage ratios of MCFS walls under the combined effect of seismic intensity and orientation.Fragility curves are generated to assess the seismic performance of the building and investigate the effect of ground motion orientation.The results validate the superior performance of infilled MCFS walls,and reveal that the seismic orientation has a considerable impact on the response along each reference axis of the structure.Furthermore,different incidence angles induce up to 10.2%and 14.4%variations in the median Sa(T1)of fragilities for the frames in X and Y axes,and the corresponding change rates in the median Sa(T1)for the walls are 13.5%and 15.1%,respectively.However,for the overall performance of the building,the seismic orientation effect is less significant.The rates of changes in median Sa(T1)are less than 4%for both frames and MCFS walls. 展开更多
关键词 metal tailings porous concrete CFS wall rc frame IN-PLANE OUT-OF-PLANE orientation effect
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Bayesian Optimized LightGBM model for predicting the fundamental vibrational period of masonry infilled RC frames
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作者 Taimur RAHMAN Pengfei ZHENG Shamima SULTANA 《Frontiers of Structural and Civil Engineering》 SCIE EI CSCD 2024年第7期1084-1102,共19页
The precise prediction of the fundamental vibrational period for reinforced concrete(RC)buildings with infilled walls is essential for structural design,especially earthquake-resistant design.Machine learning models f... The precise prediction of the fundamental vibrational period for reinforced concrete(RC)buildings with infilled walls is essential for structural design,especially earthquake-resistant design.Machine learning models from previous studies,while boasting commendable accuracy in predicting the fundamental period,exhibit vulnerabilities due to lengthy training times and inherent dependence on pre-trained models,especially when engaging with continually evolving data sets.This predicament emphasizes the necessity for a model that adeptly balances predictive accuracy with robust adaptability and swift data training.The latter should include consistent re-training ability as demanded by realtime,continuously updated data sets.This research implements an optimized Light Gradient Boosting Machine(LightGBM)model,highlighting its augmented predictive capabilities,realized through the astute use of Bayesian Optimization for hyperparameter tuning on the FP4026 research data set,and illuminating its adaptability and efficiency in predictive modeling.The results show that the R^(2) score of LightGBM model is 0.9995 and RMSE is 0.0178,while training speed is 23.2 times faster than that offered by XGBoost and 45.5 times faster than for Gradient Boosting.Furthermore,this study introduces a practical application through a streamlit-powered,web-based dashboard,enabling engineers to effortlessly utilize and augment the model,contributing data and ensuring precise fundamental period predictions,effectively bridging scholarly research and practical applications. 展开更多
关键词 masonry-infilled rc frame fundamental period LightGBM FP4026 research dataset machine learning data-driven approach Bayesian Optimization
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Estimation of Aleatory Randomness by S_(a)(T_(1))-Based Intensity Measures in Fragility Analysis of Reinforced Concrete Frame Structures
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作者 Yantai Zhang Yongan Shi +1 位作者 Baoyin Sun ZhengWang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第1期73-96,共24页
Based on the multiple stripes analysis method,an investigation of the estimation of aleatory randomness by S_(a)(T_(1))-based intensity measures(IMs)in the fragility analysis is carried out for two typical low-and med... Based on the multiple stripes analysis method,an investigation of the estimation of aleatory randomness by S_(a)(T_(1))-based intensity measures(IMs)in the fragility analysis is carried out for two typical low-and mediumrise reinforced concrete(RC)frame structures with 4 and 8 stories,respectively.The sensitivity of the aleatory randomness estimated in fragility curves to various S_(a)(T_(1))-based IMs is analyzed at three damage limit states,i.e.,immediate occupancy,life safety,and collapse prevention.In addition,the effect of characterization methods of bidirectional ground motion intensity on the record-to-record variability is investigated.It is found that the damage limit state of the structure has an important influence on the applicability of the ground motion IM.The S_(a)(T_(1))-based IMs,considering the effect of softened period,can maintain lower record-to-record variability in the three limit states,and the S_(a)(T_(1))-based IMs,considering the effect of higher modes,do not show their advantage over S_(a)(T_(1)).Furthermore,the optimal multiplier C and exponentαin the dual-parameter ground motion IM are proposed to obtain a lower record-to-record variability in the fragility analysis of different damage limit state.Finally,the improved dual-parameter ground motion IM is applied in the risk assessment of the 8-story frame structure. 展开更多
关键词 rc frame structure intensity measure fragility analysis record-to-record variability softened period risk assessment
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Cumulative damage effects of mainshock-aftershock sequences on RC-frame structures
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作者 Lingxin Zhang Baijie Zhu +1 位作者 Yunqin Xue Jialu Ma 《Earthquake Science》 2019年第3期157-169,共13页
Frequent aftershocks often follow a strong mainshock.They can significantly increase cumulative damage to a structure.A model of a five-story reinforced concrete frame structure was designed and a nonlinear mathematic... Frequent aftershocks often follow a strong mainshock.They can significantly increase cumulative damage to a structure.A model of a five-story reinforced concrete frame structure was designed and a nonlinear mathematical model of the structure was developed to investigate the damage states resulting from different mainshock-aftershock sequences.Mainshock-aftershock sequences consisting of one of three recorded mainshocks combined with one of five recorded aftershocks were created for input to the mathematical model.Inelastic energy dissipation and the Park-Ang damage index were used as measures of cumulative damage to the structure.The results demonstrate that consideration of only the single mainshock ground motion in seismic building design can result in the design and construction of unsafe buildings.Total cumulative damage to a structure is caused by the combination of damage states resulting from the mainshock and the aftershock(s). 展开更多
关键词 mainshock-aftershock rc frame cumulative damage Park-Ang damage index inelastic energy dissipation
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基于BP神经网络的RC框架结构主余震易损性分析 被引量:1
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作者 邓夕胜 周紫娟 +2 位作者 赖馨粤 林嘉聪 朱一林 《地震研究》 北大核心 2025年第3期496-506,共11页
为研究RC框架结构在主余震序列地震动作用下的易损性,设计了一个6层RC框架结构,挑选不同余震持时的主余震地震动合成得到主震-长持时余震和主震-短持时余震序列地震动各20组,选用地震动强度指标作为预测变量,将全部地震序列输入到结构... 为研究RC框架结构在主余震序列地震动作用下的易损性,设计了一个6层RC框架结构,挑选不同余震持时的主余震地震动合成得到主震-长持时余震和主震-短持时余震序列地震动各20组,选用地震动强度指标作为预测变量,将全部地震序列输入到结构中进行IDA分析,以IDA分析结果作为神经网络数据库,训练出最佳BP神经网络模型,得到BP神经网络的结构易损性曲面,从而综合考虑余震持时和主震强度的向量型IM与结构最大层间位移角之间的关系。结果表明:在主震-长持时余震和主震-短持时余震两种地震作用下,前者对结构的影响较大,造成结构的失效概率更大;基于BP神经网络的易损性函数能更好地反映结构损伤。 展开更多
关键词 主余震 持时 BP神经网络 rc框架结构 易损性曲面
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基于直接法的RC框架结构弹塑性楼层反应谱研究
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作者 张令心 张禄峰 +1 位作者 马加路 陈永盛 《防灾减灾工程学报》 北大核心 2025年第6期1475-1484,共10页
楼层反应谱是非结构部件抗震设计的关键,一般可以通过时程分析法或者直接法获得。由于时程分析法耗时较长,难以满足工程初步设计阶段对效率的要求。目前常用的直接法在计算楼层反应谱时仅能考虑弹性阶段,无法准确地反映实际结构在地震... 楼层反应谱是非结构部件抗震设计的关键,一般可以通过时程分析法或者直接法获得。由于时程分析法耗时较长,难以满足工程初步设计阶段对效率的要求。目前常用的直接法在计算楼层反应谱时仅能考虑弹性阶段,无法准确地反映实际结构在地震作用下的弹塑性行为。针对上述问题,以我国量大面广的钢筋混凝土(RC)框架结构为研究对象,采用三维精细化有限元模型开展弹塑性楼层反应谱分析。依次研究了楼层高度、非结构部件阻尼比和结构延性系数三个关键因素对楼层反应谱结果的影响。在此基础上,基于Peter Fajar方法开发了一种弹塑性楼层反应谱直接法,并提出了适用于我国RC框架结构的动力放大系数公式。最后,通过与3层框架结构时程法楼层反应谱结果进行对比,验证了本文所提出的方法能够快速且准确地估计我国RC框架结构的楼层反应谱,从而为非结构部件抗震设计提供了一种高效的简化方法。 展开更多
关键词 楼层反应谱 rc框架结构 直接法 弹塑性 非结构部件
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