Assessing the impact of multi-directional ground motion on RC frame buildings: a data-driven approach using vulnerability functions and regression analysis

This research explores the impact of earthquake directionality and orientation on the seismic performance of reinforced concrete (RC) frame structures, an area previously overlooked in seismic design. The multi-directional component of ground motion was not taken into consideration during the seismi...

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Main Authors: Kassem M.M., Mohamed Nazri F., Al-Sadoon Z.A., Beddu S.
Other Authors: 57205114345
Format: Article
Published: Springer Science and Business Media B.V. 2025
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CMR
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spelling my.uniten.dspace-363232025-03-03T15:41:56Z Assessing the impact of multi-directional ground motion on RC frame buildings: a data-driven approach using vulnerability functions and regression analysis Kassem M.M. Mohamed Nazri F. Al-Sadoon Z.A. Beddu S. 57205114345 55195912500 57210212246 55812080500 Indonesia Padang West Sumatra Building components Building moving Earthquake effects Seismic response Structural analysis Structural dynamics Structural frames CMR Energy Fragility curves Ground-motion Incidence angles Intensity measure Reinforced concrete frame structures SDG 11 Seismic Performance Structural behaviors architectural design ground motion regression analysis reinforced concrete seismic design seismicity structural response Sustainable Development Goal vulnerability Seismic design This research explores the impact of earthquake directionality and orientation on the seismic performance of reinforced concrete (RC) frame structures, an area previously overlooked in seismic design. The multi-directional component of ground motion was not taken into consideration during the seismic performance design of the majority of RC frame structures. Focusing on a case study in Padang City, Indonesia, a region known for moderate seismic activity, this study assesses the behavior of an eight-story ordinary moment resisting frame (OMRF) under various directional components and orientation angles of ground motions. Through Nonlinear Dynamic Analysis (NL-DA) using Nonlinear Time History Analyses (NL-THA), the study incorporates 14 ground motions across East?West and North?South directions, varying from 0� to 60� in 15-degree increments. Incremental Dynamic Analysis (IDA) evaluates the building's response, employing capacity curves, fragility curves, and CMR scores to understand damage probabilities and structural behaviors under different earthquake directions. The objectives include (1) assessing the building's seismic resilience through IDA capacity curves in line with FEMA 356 performance-based design standards, (2) developing fragility curves and the CMR to predict the potential of damages and structural response in various ground motion directions, and (3) formulating a generic relationship between intensity measure (IM), structural behavior (SB), and incidence angle (?) via regression analysis. Results highlight the crucial role of ? in influencing structural response, with deterioration in structural behavior noted as the angle of incidence increases. This pattern underscores the varying stress distributions and deformation patterns in response to directional ground movements. The study's findings emphasize incorporating directionality in seismic risk assessments and structural designs, offering valuable insights for improving resilience against future seismic events. Eventually, the link between ?, IM, and SB is crucial for assessing and mitigating seismic risk, since it indicates that ? is a major element impacting how buildings respond to seismic occurrences. ? The Author(s), under exclusive licence to Springer Nature B.V. 2024. Final 2025-03-03T07:41:56Z 2025-03-03T07:41:56Z 2024 Article 10.1007/s10518-024-02015-7 2-s2.0-85203180074 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203180074&doi=10.1007%2fs10518-024-02015-7&partnerID=40&md5=e6ef49cc3b3c2f4e9cc57ffee3ce0e97 https://irepository.uniten.edu.my/handle/123456789/36323 22 13 6567 6606 Springer Science and Business Media B.V. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Indonesia
Padang
West Sumatra
Building components
Building moving
Earthquake effects
Seismic response
Structural analysis
Structural dynamics
Structural frames
CMR
Energy
Fragility curves
Ground-motion
Incidence angles
Intensity measure
Reinforced concrete frame structures
SDG 11
Seismic Performance
Structural behaviors
architectural design
ground motion
regression analysis
reinforced concrete
seismic design
seismicity
structural response
Sustainable Development Goal
vulnerability
Seismic design
spellingShingle Indonesia
Padang
West Sumatra
Building components
Building moving
Earthquake effects
Seismic response
Structural analysis
Structural dynamics
Structural frames
CMR
Energy
Fragility curves
Ground-motion
Incidence angles
Intensity measure
Reinforced concrete frame structures
SDG 11
Seismic Performance
Structural behaviors
architectural design
ground motion
regression analysis
reinforced concrete
seismic design
seismicity
structural response
Sustainable Development Goal
vulnerability
Seismic design
Kassem M.M.
Mohamed Nazri F.
Al-Sadoon Z.A.
Beddu S.
Assessing the impact of multi-directional ground motion on RC frame buildings: a data-driven approach using vulnerability functions and regression analysis
description This research explores the impact of earthquake directionality and orientation on the seismic performance of reinforced concrete (RC) frame structures, an area previously overlooked in seismic design. The multi-directional component of ground motion was not taken into consideration during the seismic performance design of the majority of RC frame structures. Focusing on a case study in Padang City, Indonesia, a region known for moderate seismic activity, this study assesses the behavior of an eight-story ordinary moment resisting frame (OMRF) under various directional components and orientation angles of ground motions. Through Nonlinear Dynamic Analysis (NL-DA) using Nonlinear Time History Analyses (NL-THA), the study incorporates 14 ground motions across East?West and North?South directions, varying from 0� to 60� in 15-degree increments. Incremental Dynamic Analysis (IDA) evaluates the building's response, employing capacity curves, fragility curves, and CMR scores to understand damage probabilities and structural behaviors under different earthquake directions. The objectives include (1) assessing the building's seismic resilience through IDA capacity curves in line with FEMA 356 performance-based design standards, (2) developing fragility curves and the CMR to predict the potential of damages and structural response in various ground motion directions, and (3) formulating a generic relationship between intensity measure (IM), structural behavior (SB), and incidence angle (?) via regression analysis. Results highlight the crucial role of ? in influencing structural response, with deterioration in structural behavior noted as the angle of incidence increases. This pattern underscores the varying stress distributions and deformation patterns in response to directional ground movements. The study's findings emphasize incorporating directionality in seismic risk assessments and structural designs, offering valuable insights for improving resilience against future seismic events. Eventually, the link between ?, IM, and SB is crucial for assessing and mitigating seismic risk, since it indicates that ? is a major element impacting how buildings respond to seismic occurrences. ? The Author(s), under exclusive licence to Springer Nature B.V. 2024.
author2 57205114345
author_facet 57205114345
Kassem M.M.
Mohamed Nazri F.
Al-Sadoon Z.A.
Beddu S.
format Article
author Kassem M.M.
Mohamed Nazri F.
Al-Sadoon Z.A.
Beddu S.
author_sort Kassem M.M.
title Assessing the impact of multi-directional ground motion on RC frame buildings: a data-driven approach using vulnerability functions and regression analysis
title_short Assessing the impact of multi-directional ground motion on RC frame buildings: a data-driven approach using vulnerability functions and regression analysis
title_full Assessing the impact of multi-directional ground motion on RC frame buildings: a data-driven approach using vulnerability functions and regression analysis
title_fullStr Assessing the impact of multi-directional ground motion on RC frame buildings: a data-driven approach using vulnerability functions and regression analysis
title_full_unstemmed Assessing the impact of multi-directional ground motion on RC frame buildings: a data-driven approach using vulnerability functions and regression analysis
title_sort assessing the impact of multi-directional ground motion on rc frame buildings: a data-driven approach using vulnerability functions and regression analysis
publisher Springer Science and Business Media B.V.
publishDate 2025
_version_ 1825816019067731968
score 13.244413