Application of ANN to evaluate effective parameters affecting failure load and displacement of RC buildings

Application of ANN to evaluate effective parameters affecting failure load and displacement of RC buildings

This study investigated the efficiency of an artificial neural network (ANN) in predicting and determining failure load and failure displacement of multi story reinforced concrete (RC) buildings. The study modeled a RC building with four stories and three bays, with a load bearing system composed of...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	M. Hakan Arslan
Μορφή:	Άρθρο
Γλώσσα:	English
Έκδοση:	Copernicus Publications 2009-06-01
Σειρά:	Natural Hazards and Earth System Sciences
Διαθέσιμο Online:	http://www.nat-hazards-earth-syst-sci.net/9/967/2009/nhess-9-967-2009.pdf

Παρόμοια τεκμήρια

Predicting the Ultimate Load Capacity of R.C. Beams by ANN
ανά: Majid A. AL – Jurmaa
Έκδοση: (2011-03-01)

Predicting the Ultimate Load Capacity of R.C. Beams by ANN
ανά: Majid Majid A. AL-Jurmaa
Έκδοση: (2013-04-01)

Determination of displacement and failure loads formed in reinforced concrete construction with overhang and without overhang by ANN modeling
ανά: Donduren Mahmud Sami
Έκδοση: (2012-06-01)

Parameters Affect Flexural Mechanism to Prevent Progressive Collapse of RC Buildings
ανά: Z.M. Najem, κ.ά.
Έκδοση: (2023-07-01)

A Hybrid ANN-GA Model for an Automated Rapid Vulnerability Assessment of Existing RC Buildings
ανά: Mehmet Akif Bülbül, κ.ά.
Έκδοση: (2022-05-01)

Performance-Based Assessment of RC Building with Short Columns Due to the Different Design Principles
ανά: Ercan Işık, κ.ά.
Έκδοση: (2023-03-01)

Design optimization of irregularity RC structure based on ANN-PSO
ανά: Xun Zhang
Έκδοση: (2024-03-01)

Correlation between Ground Motion Parameters and Displacement Demands of Mid-Rise RC Buildings on Soft Soils Considering Soil-Structure-Interaction
ανά: Muhammet Kamal, κ.ά.
Έκδοση: (2021-03-01)

Load-carrying mechanism to resist progressive collapse of RC buildings
ανά: Qian, Kai, κ.ά.
Έκδοση: (2014)

Finite element analysis of RC buildings subjected to blast loading
ανά: Mennatullah Talaat, κ.ά.
Έκδοση: (2022-06-01)

Prediction of failure load of RC and R-ECC dapped-end beams
ανά: Bashar S. Mohammed, κ.ά.
Έκδοση: (2020-12-01)

Displacement-based seismic performance of RC bridge pier
ανά: Javier F. Taipe, κ.ά.
Έκδοση: (2023-08-01)

Application of simple plane cap model to simulate compression failure of RC beam under impact loads
ανά: Mokhatar, Shahrul Niza, κ.ά.
Έκδοση: (2020)

Performance of Base-Isolated RC School Building under Blast Loading
ανά: Elif Toplu, κ.ά.
Έκδοση: (2023-04-01)

Lateral load behavior of RC buildings exposed to fire: case study
ανά: Vail Karakale, κ.ά.
Έκδοση: (2023-01-01)

AXIAL-LOAD EFFECT ON RC THIN PANELS USED FOR RETROFITTING OF RC FRAMES
ανά: Pınar Teymür
Έκδοση: (2024-08-01)

Calibration of Equivalent Viscous Damping Expressions for Displacement-Based Design and Application to RC Frames
ανά: Luca Landi, κ.ά.
Έκδοση: (2024-03-01)

Parameters Identification of Moving Load Using ANN and Dynamic Strain
ανά: Hui Yang, κ.ά.
Έκδοση: (2016-01-01)

Failure simulation of a RC multi-storey building frame with prestressed girders
ανά: V.I. Kolchunova, κ.ά.
Έκδοση: (2019-12-01)

ANN-based Lagrange optimization for RC circular columns having multiobjective functions
ανά: Won-Kee Hong, κ.ά.
Έκδοση: (2023-03-01)

Seismic vulnerability evaluation of existing R.C. buildings
ανά: Sameh A. El-Betar
Έκδοση: (2018-08-01)

Challenges in Evaluating Seismic Collapse Risk for RC Buildings
ανά: Jin Zhou, κ.ά.
Έκδοση: (2021-05-01)

Failure mechanisms of corroded/non-corroded RC cylinder under axial compressive loading evaluated by AE technique
ανά: Mouhamadou Mountakhah Seye, κ.ά.
Έκδοση: (2022-09-01)

Classification method for failure modes of RC columns based on key characteristic parameters
ανά: Yu, Bo, κ.ά.
Έκδοση: (2023)

Application of ANNs, ANFIS and RSM to estimating and optimizing the parameters that affect the yield and cost of biodiesel production
ανά: Bahman Najafi, κ.ά.
Έκδοση: (2018-01-01)

Application of 2D digital image correlation for displacement and crack width measurement on RC elements
ανά: Marina Frančić Smrkić, κ.ά.
Έκδοση: (2018-10-01)

Damage and Failure of a Column-Supported RC Flat Slab Subjected to Impulsive Loading
ανά: David Z. Yankelevsky, κ.ά.
Έκδοση: (2023-02-01)

Building unconventional RC vehicle
ανά: Ang, Choong Hwee
Έκδοση: (2016)

FEM- and ANN-based design of CFRP-strengthened RC walls under close-in explosions
ανά: Tu, Huan, κ.ά.
Έκδοση: (2024)

Analysis of Concrete Failure on the Descending Branch of the Load-Displacement Curve
ανά: Gennadiy Kolesnikov
Έκδοση: (2020-10-01)

Fragility and Vulnerability Analysis of an RC Building with the Application of Nonlinear Analysis
ανά: Radomir Folić, κ.ά.
Έκδοση: (2021-09-01)

Seismic Evaluation Of Low To Meduim Rise Of Regular Rc Building
ανά: Aidy, Siti Hajar Noor
Έκδοση: (2017)

Evaluation of the Effect of Pulse Period and Seismic Intensity on the Pattern of Lateral Displacement Distribution in the Height of RC-Moment Resisting Frames
ανά: Nima Shahbazi, κ.ά.
Έκδοση: (2023-08-01)

Automatic Minimization of the Drift Performance of RC 3D Irregular Buildings Using Genetic Algorithm
ανά: Zakia Sadat, κ.ά.
Έκδοση: (2023-01-01)

Evaluation of failure probability for RC slabs subjected to low-velocity impacts
ανά: Yu, Xiaohui, κ.ά.
Έκδοση: (2021)

Effect of the Scaling Methodology on the Seismic Response of RC Buildings
ανά: Jose M. Jara, κ.ά.
Έκδοση: (2023-10-01)

Application of ANN in prediction of response parameters in CNC Turning
ανά: Kumar Raman, κ.ά.
Έκδοση: (2021-01-01)

Retrofit of Existing Reinforced Concrete (RC) Buildings: Steel vs. RC Exoskeletons
ανά: Rocco Buda, κ.ά.
Έκδοση: (2022-11-01)

Advanced ANN regularization-based algorithm for prediction of the fundamental period of masonry infilled RC frames
ανά: Filip Đorđević, κ.ά.
Έκδοση: (2024-11-01)

Shear Strength Determination in RC Beams Using ANN Trained with Tabu Search Training Algorithm
ανά: Alireza Shahbazian, κ.ά.
Έκδοση: (2021-01-01)