A Bayesian Inference Driven Computational Framework Applied for the Improvement of the Eurocode 2 creep model

Author:

Daou H,Raphael W,Geara F

Abstract

Abstract Concrete creep, defined as the deformation of concrete under sustained load, can cause cracks in tensile members, redistribution of stresses over time in composite structures, loss of prestressing force in prestressed concrete elements, and excessive long-term deflection of structural members. The concrete creep coefficient is an important input in many calculations and analyses of reinforced concrete structures. Currently, the concrete creep coefficient has been predicted by many models such as the Eurocode 2 model. This study aims to improve the prediction of the Eurocode 2 creep coefficient model at long-term by implementing a correction coefficient into the model. The Northwestern University database is used and the correction coefficient is calculated using Bayesian inference. The accuracy and efficient of the proposed improvement and modification are demonstrated through statistical indicators.

Publisher

IOP Publishing

Subject

General Medicine

Reference18 articles.

1. Probabilistic Assessment of Structural Safety of Complex Structures - Application to Terminal 2E at Roissy, CDG Airport;Daou;Procedia Structural Integity,2019

2. Investigation of the Significance of Factors Affecting Long-Term Creep of Concrete using Screening Designs;Daou;IOP Conference Series: Materials Science and Engineering,2020

3. Identifying the Weight of Factors Affecting Creep of Concrete Using Factorial ANOVA;Daou;Key Engineering Materials,2021

4. Robust formulation for Reliability-based design optimization of structures;Saad;Structural and Multidisciplinary Optimization,2018

5. Comparison between Various Creep Calculation Methods for the Time-dependent Analysis of Terminal 2E at Roissy;Daou;Jordanian Journal of Civil Engineering,2021

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