Analysis of carbonation behavior in concrete using neural
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Analysis of carbonation behavior in concrete using neural ...

Jan 01, 2010  The conclusions on the analysis technique for carbonation behavior in concrete using neural network algorithm and carbonation modeling are as follows. 1) CO 2

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Analysis of Carbonation Behavior in Concrete Using Neural ...

Analysis of Carbonation Behavior in Concrete Using Neural Network Algorithm and Carbonation Modeling. Carbonation on concrete structures in underground sites or

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Analysis of carbonation behavior in concrete using neural ...

In this paper, a numerical technique for carbonation behavior using neural network algorithm and carbonation modeling is developed. To obtain the comparable data

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Analysis of carbonation behavior in concrete using neural ...

Abstract Carbonation on concrete structures in underground sites or metropolitan cities is one of the major causes of steel corrosion in RC (Reinforced Concrete)

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Analysis of carbonation behavior in concrete using neural ...

Request PDF Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling Carbonation on concrete structures in

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Concrete Carbonation Analysis using Neural Network ...

Carbonation on concrete structures is one of the major causes of deterioration in concrete structures. For quantitative evaluation of carbonation, a

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Application of Neural Network for Concrete Carbonation ...

3.3 training for concrete carbonation depth prediction model According to the existing theories, feed-forward neural networks with only one hidden layer can

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Analysis of carbonation behavior in concrete using neural ...

Jan 01, 2010  The conclusions on the analysis technique for carbonation behavior in concrete using neural network algorithm and carbonation modeling are as follows. 1) CO 2 diffusion coefficients are estimated through neural network algorithm with 3 components in OPC mixture design and relative humidity as neurons. For 12 data set of diffusion coefficients ...

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Analysis of carbonation behavior in concrete using neural ...

In this paper, a numerical technique for carbonation behavior using neural network algorithm and carbonation modeling is developed. To obtain the comparable data set of CO 2 diffusion coefficient, experimental results which were performed previously are analyzed. Mix design components such as cement content, water to cement ratio, and volume of ...

Get Price

Analysis of Carbonation Behavior in Concrete Using Neural ...

Analysis of Carbonation Behavior in Concrete Using Neural Network Algorithm and Carbonation Modeling. Carbonation on concrete structures in underground sites or metropolitan cities is one of the major causes of steel corrosion in RC (Reinforced Concrete) structures. For quantitative evaluation of carbonation, physico-chemo modeling for reaction ...

Get Price

Analysis of carbonation behavior in concrete using neural ...

Abstract Carbonation on concrete structures in underground sites or metropolitan cities is one of the major causes of steel corrosion in RC (Reinforced Concrete) structures. For quantitative evaluation of carbonation, physico-chemo modeling for reaction with dissolved CO 2 and hydrates is necessary. Amount of hydrates and CO 2 diffusion coefficient play an important role in evaluation of ...

Get Price

Analysis of carbonation behavior in concrete using neural ...

Request PDF Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling Carbonation on concrete structures in

Get Price

Concrete Carbonation Analysis using Neural Network ...

Carbonation on concrete structures is one of the major causes of deterioration in concrete structures. For quantitative evaluation of carbonation, a physico-chemo modeling for reaction with dissolved CO2 and hydrates is needed. Even the amount of hydrates and CO2 diffusivity coefficient are very important to evaluate behavior of carbonation, it is limited to obtain a various CO2 diffusivity ...

Get Price

Application of Neural Network for Concrete Carbonation ...

3.3 training for concrete carbonation depth prediction model According to the existing theories, feed-forward neural networks with only one hidden layer can approximate any nonlinear relationship with any precision (Yuan, 1999). In this paper, three-layer neural network is used for concrete carbonation depth prediction model,

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(PDF) Parametric analysis of carbonation process in ...

Song, H. W. (2010), “ Analysis of carbonation be havior in concrete using neural network algorithm and carbonation modeling” , Cement and Concrete Research 40, pp. 119 – 127.

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Exploring the major factors affecting fly-ash concrete ...

Jun 19, 2017  Kwon SJ, Song HW (2010) Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling. Cem Concr Res 40(1):119–127. Article Google Scholar 30. Daming L, Ditao N, Zhenping D (2014) Application of neural network for concrete carbonation

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Predicting Carbonation Depth of Prestressed Concrete under ...

Two artificial neural networks (ANN), back-propagation neural network (BPNN) and the radial basis function neural network (RBFNN), are proposed to predict the carbonation depth of prestressed concrete. In order to generate the training and testing data for the ANNs, an accelerated carbonation experiment was carried out, and the influence of stress level of concrete on carbonation process was ...

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Evaluation Technique of Chloride Penetration Using ...

S. Kwon and H. Song, “Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling,” Cement and Concrete Research, vol. 40, no. 1, pp. 119–127, 2010. View at: Publisher Site Google Scholar

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DeepDyve - Unlimited Access to Peer-Reviewed Journals

DeepDyve is the largest online rental service for scholarly research with thousands of academic publications available at your fingertips.

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Artificial Intelligence Applied in the Concrete Durability ...

Jul 14, 2020  Jul 14, 2020  Kwon SJ, Song HW (2010) Mechanism of carbonation behavior in concrete using neural network algorithm and carbonation modeling. Cem Concr Res 40:119–127 Google Scholar Lazarevska M, Knezevic M, Cvetkovska M (2014) Application of artificial neural network in civil engineering.

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‪Seung-Jun Kwon‬ - ‪Google Scholar‬

Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling. SJ Kwon, HW Song. Cement and Concrete Research 40 (1), 119-127, 2010. 110: 2010: Service life prediction of concrete structures under marine

Get Price

Analysis of carbonation behavior in concrete using neural ...

Jan 01, 2010  The conclusions on the analysis technique for carbonation behavior in concrete using neural network algorithm and carbonation modeling are as follows. 1) CO 2 diffusion coefficients are estimated through neural network algorithm with 3 components in OPC mixture design and relative humidity as neurons. For 12 data set of diffusion coefficients ...

Get Price

Analysis of carbonation behavior in concrete using neural ...

In this paper, a numerical technique for carbonation behavior using neural network algorithm and carbonation modeling is developed. To obtain the comparable data set of CO 2 diffusion coefficient, experimental results which were performed previously are analyzed. Mix design components such as cement content, water to cement ratio, and volume of ...

Get Price

Analysis of Carbonation Behavior in Concrete Using Neural ...

Analysis of Carbonation Behavior in Concrete Using Neural Network Algorithm and Carbonation Modeling. Carbonation on concrete structures in underground sites or metropolitan cities is one of the major causes of steel corrosion in RC (Reinforced Concrete) structures. For quantitative evaluation of carbonation, physico-chemo modeling for reaction ...

Get Price

Analysis of carbonation behavior in concrete using neural ...

Abstract Carbonation on concrete structures in underground sites or metropolitan cities is one of the major causes of steel corrosion in RC (Reinforced Concrete) structures. For quantitative evaluation of carbonation, physico-chemo modeling for reaction with dissolved CO 2 and hydrates is necessary. Amount of hydrates and CO 2 diffusion coefficient play an important role in evaluation of ...

Get Price

Analysis of carbonation behavior in concrete using neural ...

Request PDF Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling Carbonation on concrete structures in

Get Price

Concrete Carbonation Analysis using Neural Network ...

Carbonation on concrete structures is one of the major causes of deterioration in concrete structures. For quantitative evaluation of carbonation, a physico-chemo modeling for reaction with dissolved CO2 and hydrates is needed. Even the amount of hydrates and CO2 diffusivity coefficient are very important to evaluate behavior of carbonation, it is limited to obtain a various CO2 diffusivity ...

Get Price

Application of Neural Network for Concrete Carbonation ...

3.3 training for concrete carbonation depth prediction model According to the existing theories, feed-forward neural networks with only one hidden layer can approximate any nonlinear relationship with any precision (Yuan, 1999). In this paper, three-layer neural network is used for concrete carbonation depth prediction model,

Get Price

(PDF) Parametric analysis of carbonation process in ...

Song, H. W. (2010), “ Analysis of carbonation be havior in concrete using neural network algorithm and carbonation modeling” , Cement and Concrete Research 40, pp. 119 – 127.

Get Price

Exploring the major factors affecting fly-ash concrete ...

Jun 19, 2017  Kwon SJ, Song HW (2010) Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling. Cem Concr Res 40(1):119–127. Article Google Scholar 30. Daming L, Ditao N, Zhenping D (2014) Application of neural network for concrete carbonation

Get Price

Predicting Carbonation Depth of Prestressed Concrete under ...

Two artificial neural networks (ANN), back-propagation neural network (BPNN) and the radial basis function neural network (RBFNN), are proposed to predict the carbonation depth of prestressed concrete. In order to generate the training and testing data for the ANNs, an accelerated carbonation experiment was carried out, and the influence of stress level of concrete on carbonation process was ...

Get Price

Evaluation Technique of Chloride Penetration Using ...

S. Kwon and H. Song, “Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling,” Cement and Concrete Research, vol. 40, no. 1, pp. 119–127, 2010. View at: Publisher Site Google Scholar

Get Price

DeepDyve - Unlimited Access to Peer-Reviewed Journals

DeepDyve is the largest online rental service for scholarly research with thousands of academic publications available at your fingertips.

Get Price

Artificial Intelligence Applied in the Concrete Durability ...

Jul 14, 2020  Jul 14, 2020  Kwon SJ, Song HW (2010) Mechanism of carbonation behavior in concrete using neural network algorithm and carbonation modeling. Cem Concr Res 40:119–127 Google Scholar Lazarevska M, Knezevic M, Cvetkovska M (2014) Application of artificial neural network in civil engineering.

Get Price

‪Seung-Jun Kwon‬ - ‪Google Scholar‬

Analysis of carbonation behavior in concrete using neural network algorithm and carbonation modeling. SJ Kwon, HW Song. Cement and Concrete Research 40 (1), 119-127, 2010. 110: 2010: Service life prediction of concrete structures under marine

Get Price
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